how_to_fix_your_context/notebooks/06-context-offloading.ipynb

{
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Context Offloading\n",
    "\n",
    "![off.png](attachment:84725dac-2b3f-409a-b420-9a2fca99dcfe.png)\n",
    "\n",
    "## What is it\n",
    "\n",
    "*Context Offloading is the act of storing information outside the LLM’s context, usually via a tool that stores and manages the data.*\n",
    "\n",
    "## Why it helps\n",
    "\n",
    "* Avoids Context Rot: [Chroma’s experiments outline the problem of Context Rot](https://research.trychroma.com/context-rot). As you bury information information deeper into the context window, model accuracy on even simple retrieval or reasoning tasks degrades in non‑uniform and often surprising ways. So, if you want to re-use a piece of context it is often useful to offload it, store it outside of the context window, and then select it later as needed (e.g., via RAG).\n",
    "\n",
    "## Context Offloading in Practice\n",
    "\n",
    "When humans solve tasks, we take notes and remember things for future, related tasks. Agents are also gaining these capabilities! Drew's post highlights Anthropic's research on note-taking via a \"[think tool](https://www.anthropic.com/engineering/claude-think-tool)\". [Anthropic's multi-agent researcher](https://www.anthropic.com/engineering/built-multi-agent-research-system) makes explicit use of a scratchpad to persist the research plan outside of the context window so that it's available to the agent on-demand:\n",
    "\n",
    "> The LeadResearcher begins by thinking through the approach and saving its plan to Memory to persist the context, since if the context window exceeds 200,000 tokens it will be truncated and it is important to retain the plan.\n",
    "\n",
    "[Manus](https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus) also performs context offloading to the file system. They mention this is highly useful to store token-heavy tool calls. They also mention that initially Manus writes a plan (e.g., to a `todo.md` file) and re-writes it during agent execution. This forces Manus to recite its objectives into the end of the context window.\n",
    "\n",
    "It's worth noting that this context offloading can be implemented in a few different ways. A scratchpad can just be a field in a runtime [state object](https://langchain-ai.github.io/langgraph/concepts/low_level/#state) that persists during the agent's runtime. It could also be a [tool call](https://www.anthropic.com/engineering/claude-think-tool) that [writes to a file](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem). \n",
    "\n",
    "Scratchpads help agents solve a task within a given agent-user interactions, but sometimes agents benefit from remembering things across *many* interactions! [Reflexion](https://arxiv.org/abs/2303.11366) introduced the idea of reflection following each agent turn and re-using these self-generated hints. [Generative Agents](https://ar5iv.labs.arxiv.org/html/2304.03442) created memories synthesized periodically from collections of past agent feedback.\n",
    "\n",
    "In these cases, context is often stored as a \"memory\" that can be accessed across many user-agent interactions. These concepts made their way into popular products like [ChatGPT](https://help.openai.com/en/articles/8590148-memory-faq), [Cursor](https://forum.cursor.com/t/0-51-memories-feature/98509), and [Windsurf](https://docs.windsurf.com/windsurf/cascade/memories), which all have mechanisms to auto-generate long-term memories based on user-agent interactions.\n",
    "\n",
    "In all cases, the intuition is clear: context offloading lets agents save useful information during a session to help them accomplish tasks.\n",
    "\n",
    "### Context Offloading via LangGraph state object\n",
    "\n",
    "LangGraph is designed around a [state object](https://langchain-ai.github.io/langgraph/concepts/low_level/#state). The state object in LangGraph serves as the central data structure that gets passed between nodes in your graph. This is useful as s \"scratchpad\", allowing you to write information to state at any point during agent execution and fetch it later as needed. Let's show how to use it!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Import organization: Standard library, then third-party packages\n",
    "import getpass\n",
    "import os\n",
    "from typing_extensions import Literal\n",
    "\n",
    "# Jupyter and display utilities  \n",
    "from IPython.display import Image, display\n",
    "\n",
    "# Pydantic for data modeling\n",
    "from pydantic import BaseModel, Field\n",
    "\n",
    "# LangChain core components\n",
    "from langchain.chat_models import init_chat_model\n",
    "from langchain_core.messages import SystemMessage, ToolMessage\n",
    "from langchain_core.tools import tool\n",
    "from langchain_tavily import TavilySearch\n",
    "\n",
    "# LangGraph components for workflow and state management\n",
    "from langgraph.graph import END, START, StateGraph, MessagesState\n",
    "\n",
    "def _set_env(var: str) -> None:\n",
    "    \"\"\"Set environment variable if not already set.\n",
    "    \n",
    "    Args:\n",
    "        var: Environment variable name to set\n",
    "    \"\"\"\n",
    "    if not os.environ.get(var):\n",
    "        os.environ[var] = getpass.getpass(f\"{var}: \")\n",
    "\n",
    "# Extended state class to include scratchpad functionality\n",
    "class ScratchpadState(MessagesState):\n",
    "    \"\"\"State that extends MessagesState to include a scratchpad field.\n",
    "    \n",
    "    The scratchpad provides temporary storage during agent execution,\n",
    "    allowing information to persist within a single conversation thread.\n",
    "    \"\"\"\n",
    "    scratchpad: str = Field(description=\"The scratchpad for storing notes\")\n",
    "\n",
    "_set_env(\"ANTHROPIC_API_KEY\")\n",
    "_set_env(\"TAVILY_API_KEY\")\n",
    "\n",
    "# Scratchpad management tools\n",
    "@tool\n",
    "class WriteToScratchpad(BaseModel):\n",
    "    \"\"\"Save notes to the scratchpad for future reference within the conversation.\"\"\"\n",
    "    notes: str = Field(description=\"Notes to save to the scratchpad\")\n",
    "\n",
    "@tool  \n",
    "class ReadFromScratchpad(BaseModel):\n",
    "    \"\"\"Read previously saved notes from the scratchpad.\"\"\"\n",
    "    reasoning: str = Field(description=\"Reasoning for fetching notes from the scratchpad\")\n",
    "\n",
    "search_tool = TavilySearch(\n",
    "    max_results=5,\n",
    "    topic=\"general\",\n",
    ")\n",
    "\n",
    "# Initialize the language model\n",
    "llm = init_chat_model(\"anthropic:claude-sonnet-4-20250514\", temperature=0)\n",
    "\n",
    "# Configure scratchpad tools\n",
    "tools = [ReadFromScratchpad, WriteToScratchpad, search_tool]\n",
    "tools_by_name = {tool.name: tool for tool in tools}\n",
    "llm_with_tools = llm.bind_tools(tools)\n",
    "\n",
    "# Enhanced research planning prompt with structured workflow\n",
    "scratchpad_prompt = \"\"\"You are a sophisticated research assistant with access to web search and a persistent scratchpad for note-taking.\n",
    "\n",
    "Your Research Workflow:\n",
    "1. **Check Scratchpad**: Before starting a new research task, check your scratchpad to see if you have any relevant information already saved and use this to help write your research plan\n",
    "2. **Create Research Plan**: Create a structured research plan\n",
    "3. **Write to Scratchpad**: Save the research plan and any important information to your scratchpad\n",
    "4. **Use Search**: Gather information using web search to address each aspect of your research plan\n",
    "5. **Update Scratchpad**: After each search, update your scratchpad with new findings and insights\n",
    "5. **Iterate**: Repeat searching and updating until you have comprehensive information\n",
    "6. **Complete Task**: Provide a thorough response based on your accumulated research\n",
    "\n",
    "Tools Available:\n",
    "- WriteToScratchpad: Save research plans, findings, and progress updates\n",
    "- ReadFromScratchpad: Retrieve previous research work and notes\n",
    "- TavilySearch: Search the web for current information\n",
    "\n",
    "Always maintain organized notes in your scratchpad and build upon previous research systematically.\"\"\"\n",
    "\n",
    "def llm_call(state: ScratchpadState) -> dict:\n",
    "    \"\"\"Execute LLM call with system prompt and conversation history.\n",
    "    \n",
    "    Args:\n",
    "        state: Current conversation state\n",
    "        \n",
    "    Returns:\n",
    "        Dictionary with LLM response\n",
    "    \"\"\"\n",
    "    return {\n",
    "        \"messages\": [\n",
    "            llm_with_tools.invoke(\n",
    "                [SystemMessage(content=scratchpad_prompt)] + state[\"messages\"]\n",
    "            )\n",
    "        ]\n",
    "    }\n",
    "    \n",
    "def tool_node(state: ScratchpadState) -> dict:\n",
    "    \"\"\"Execute tool calls and manage scratchpad state updates.\n",
    "    \n",
    "    Handles both reading from and writing to the scratchpad, updating\n",
    "    the conversation state accordingly.\n",
    "    \n",
    "    Args:\n",
    "        state: Current conversation state with tool calls\n",
    "        \n",
    "    Returns:\n",
    "        Dictionary with tool results and updated state\n",
    "    \"\"\"\n",
    "    result = []\n",
    "    for tool_call in state[\"messages\"][-1].tool_calls:\n",
    "        tool = tools_by_name[tool_call[\"name\"]]\n",
    "        observation = tool.invoke(tool_call[\"args\"])\n",
    "        if tool_call[\"name\"] == \"WriteToScratchpad\":\n",
    "            # Save notes to scratchpad and update state\n",
    "            notes = observation.notes\n",
    "            result.append(ToolMessage(content=f\"Wrote to scratchpad: {notes}\", tool_call_id=tool_call[\"id\"]))\n",
    "            update = {\"messages\": result, \"scratchpad\": notes}\n",
    "        elif tool_call[\"name\"] == \"ReadFromScratchpad\":\n",
    "            # Retrieve notes from scratchpad state\n",
    "            notes = state.get(\"scratchpad\", \"\")\n",
    "            result.append(ToolMessage(content=f\"Notes from scratchpad: {notes}\", tool_call_id=tool_call[\"id\"]))\n",
    "            update = {\"messages\": result}\n",
    "        elif tool_call[\"name\"] == \"tavily_search\":\n",
    "            # Write search tool observation to messages\n",
    "            result.append(ToolMessage(content=observation, tool_call_id=tool_call[\"id\"]))\n",
    "            update = {\"messages\": result}\n",
    "    return update\n",
    "\n",
    "def should_continue(state: ScratchpadState) -> Literal[\"tool_node\", \"__end__\"]:\n",
    "    \"\"\"Determine workflow continuation based on tool calls.\n",
    "    \n",
    "    Args:\n",
    "        state: Current conversation state\n",
    "        \n",
    "    Returns:\n",
    "        Next node name or END\n",
    "    \"\"\"\n",
    "    messages = state[\"messages\"]\n",
    "    last_message = messages[-1]\n",
    "    return \"tool_node\" if last_message.tool_calls else END\n",
    "\n",
    "# Build the scratchpad-enabled workflow\n",
    "agent_builder = StateGraph(ScratchpadState)\n",
    "\n",
    "# Add workflow nodes\n",
    "agent_builder.add_node(\"llm_call\", llm_call)\n",
    "agent_builder.add_node(\"tool_node\", tool_node)\n",
    "\n",
    "# Define workflow edges\n",
    "agent_builder.add_edge(START, \"llm_call\")\n",
    "agent_builder.add_conditional_edges(\"llm_call\", should_continue, {\"tool_node\": \"tool_node\", END: END})\n",
    "agent_builder.add_edge(\"tool_node\", \"llm_call\")\n",
    "agent = agent_builder.compile()\n",
    "\n",
    "# Display the workflow graph\n",
    "display(Image(agent.get_graph(xray=True).draw_mermaid_png()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #000080; text-decoration-color: #000080\">╭─────────────────────────────────────────────────── 🧑 Human ────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #000080; text-decoration-color: #000080\">│</span> Comparae the funding rounds and recent developments of Commonwealth Fusion Systems vs Helion Energy.            <span style=\"color: #000080; text-decoration-color: #000080\">│</span>\n",
       "<span style=\"color: #000080; text-decoration-color: #000080\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[34m╭─\u001b[0m\u001b[34m──────────────────────────────────────────────────\u001b[0m\u001b[34m 🧑 Human \u001b[0m\u001b[34m───────────────────────────────────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
       "\u001b[34m│\u001b[0m Comparae the funding rounds and recent developments of Commonwealth Fusion Systems vs Helion Energy.            \u001b[34m│\u001b[0m\n",
       "\u001b[34m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> I'll help you compare the funding rounds and recent developments of Commonwealth Fusion Systems vs Helion       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Energy. Let me start by checking my scratchpad and then creating a research plan.                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: ReadFromScratchpad                                                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"reasoning\": \"Checking if I have any previous research on Commonwealth Fusion Systems or Helion Energy to     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> build upon\"                                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m I'll help you compare the funding rounds and recent developments of Commonwealth Fusion Systems vs Helion       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Energy. Let me start by checking my scratchpad and then creating a research plan.                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: ReadFromScratchpad                                                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"reasoning\": \"Checking if I have any previous research on Commonwealth Fusion Systems or Helion Energy to     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m build upon\"                                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Notes from scratchpad:                                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Notes from scratchpad:                                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Now let me create a research plan and begin gathering information on both companies.                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"RESEARCH PLAN: Commonwealth Fusion Systems vs Helion Energy Comparison\\n\\nKey Areas to              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Research:\\n1. Commonwealth Fusion Systems (CFS):\\n   - Recent funding rounds (amounts, dates, investors)\\n   -  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Latest technological developments\\n   - Recent milestones and announcements\\n   - Current valuation and         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> business status\\n\\n2. Helion Energy:\\n   - Recent funding rounds (amounts, dates, investors)\\n   - Latest       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> technological developments\\n   - Recent milestones and announcements\\n   - Current valuation and business       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> status\\n\\n3. Comparative Analysis:\\n   - Funding comparison (total raised, recent rounds)\\n   - Technology      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> approaches\\n   - Timeline to commercialization\\n   - Key partnerships and developments\\n\\nStarting research...\" <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Now let me create a research plan and begin gathering information on both companies.                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"RESEARCH PLAN: Commonwealth Fusion Systems vs Helion Energy Comparison\\n\\nKey Areas to              \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Research:\\n1. Commonwealth Fusion Systems (CFS):\\n   - Recent funding rounds (amounts, dates, investors)\\n   -  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Latest technological developments\\n   - Recent milestones and announcements\\n   - Current valuation and         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m business status\\n\\n2. Helion Energy:\\n   - Recent funding rounds (amounts, dates, investors)\\n   - Latest       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m technological developments\\n   - Recent milestones and announcements\\n   - Current valuation and business       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m status\\n\\n3. Comparative Analysis:\\n   - Funding comparison (total raised, recent rounds)\\n   - Technology      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m approaches\\n   - Timeline to commercialization\\n   - Key partnerships and developments\\n\\nStarting research...\" \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: RESEARCH PLAN: Commonwealth Fusion Systems vs Helion Energy Comparison                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Key Areas to Research:                                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 1. Commonwealth Fusion Systems (CFS):                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Recent funding rounds (amounts, dates, investors)                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Latest technological developments                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Recent milestones and announcements                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Current valuation and business status                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2. Helion Energy:                                                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Recent funding rounds (amounts, dates, investors)                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Latest technological developments                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Recent milestones and announcements                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Current valuation and business status                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 3. Comparative Analysis:                                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Funding comparison (total raised, recent rounds)                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Technology approaches                                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Timeline to commercialization                                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Key partnerships and developments                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Starting research...                                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: RESEARCH PLAN: Commonwealth Fusion Systems vs Helion Energy Comparison                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Key Areas to Research:                                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 1. Commonwealth Fusion Systems (CFS):                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Recent funding rounds (amounts, dates, investors)                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Latest technological developments                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Recent milestones and announcements                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Current valuation and business status                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2. Helion Energy:                                                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Recent funding rounds (amounts, dates, investors)                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Latest technological developments                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Recent milestones and announcements                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Current valuation and business status                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 3. Comparative Analysis:                                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Funding comparison (total raised, recent rounds)                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Technology approaches                                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Timeline to commercialization                                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Key partnerships and developments                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Starting research...                                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Commonwealth Fusion Systems funding rounds 2024 2023 recent investments\",                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\",                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"time_range\": \"year\"                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Commonwealth Fusion Systems funding rounds 2024 2023 recent investments\",                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\",                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"time_range\": \"year\"                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Commonwealth Fusion Systems funding rounds 2024 2023 recent investments', 'follow_up_questions':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> None, 'answer': None, 'images': [], 'results': [{'url':                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://en.wikipedia.org/wiki/Commonwealth_Fusion_Systems', 'title': 'Commonwealth Fusion Systems -            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wikipedia', 'content': 'In May 2023, United States Department of Energy granted the company additional funding  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> along with seven other US companies via the Milestone-Based Fusion Development Program.', 'score': 0.54956865,  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url': 'https://blog.cfs.energy/the-race-to-lead-the-world-in-fusion-has-begun/',        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'The race to lead the world in fusion has begun | The Tokamak Times', 'content': 'In 2023, by some     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> estimates the Chinese government’s fusion support was $1.5 billion — twice the DOE’s spending. This number is   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> likely very conservative. At the same time, investments in Chinese fusion companies have risen from zero in     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2021 to $1.3 billion in 2024, matching investments in US fusion companies, according to the Fusion Energy Base. <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] ## Fusion energy industry progress\\n\\nFor decades, fusion was largely an academic pursuit. Progress now   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> has brought commercialization within reach, with dozens of company efforts underway. Our effort at Commonwealth <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems (CFS) in Massachusetts is the most mature, securing more than $2 billion in funding and hiring   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> more than 1,000 employees. The US has the most fusion startups, with others headquartered in the UK, Germany,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Japan, China, and a few other countries. [...] Commonwealth Fusion Systems  \\n117 Hospital Rd  \\nDevens, MA     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 01434  \\n  \\nCopyright; 2025 Commonwealth Fusion Systems  \\nAll rights reserved.', 'score': 0.4526091,          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url':                                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://cfs.energy/news-and-media/google-and-commonwealth-fusion-systems-sign-strategic-partnership/',         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'Google and Commonwealth Fusion Systems Sign Strategic ...', 'content': \"Commonwealth Fusion Systems   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n117 Hospital Rd  \\nDevens, MA 01434  \\n  \\nCopyright 2024 Commonwealth Fusion Systems  \\nAll rights reserved  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] About Google\\n\\nGoogle's mission is to organize the world's information and make it universally           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> accessible and useful. Through products and platforms like Search, Maps, Gmail, Android, Google Play, Google    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Cloud, Chrome and YouTube, Google plays a meaningful role in the daily lives of billions of people and has      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> become one of the most widely-known companies in the world. Google is a subsidiary of Alphabet Inc.\\n\\nAbout    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems [...] Commonwealth Fusion Systems\\n\\n# Google and Commonwealth Fusion Systems Sign  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Strategic Partnership\\n\\nCommonwealth Fusion Systems' Tokamak Hall, the home of the SPARC fusion                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> machine\\n\\nMOUNTAIN VIEW, Calif., and DEVENS, Mass. (June 30, 2025) â\\x80\\x94 Google and Commonwealth Fusion    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems (CFS) today announced a new global milestone, a bold partnership to develop, deploy and scale clean,    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> secure fusion power.\", 'score': 0.4420348, 'raw_content': None}, {'url':                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.datacenterdynamics.com/en/news/commonwealth-fusion-systems-raises-more-than-1bn-backed-by-unnamed- <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> hyperscale-data-center-developer-report/', 'title': 'Commonwealth Fusion Systems raises more than $1bn, backed  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> by ...', 'content': 'Commonwealth Fusion Systems raises more than $1bn, backed by unnamed hyperscale data       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> center developer - report. Fusion power or quantum computing - which will', 'score': 0.2773878, 'raw_content':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> None}, {'url':                                                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://techcrunch.com/2025/06/30/google-inks-its-first-fusion-power-deal-with-commonwealth-fusion-systems/',  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'Google inks its first fusion power deal with Commonwealth Fusion ...', 'content': \"Fusion power got   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> another boost on Monday as Google announced it will buy half the output of Commonwealth Fusion System's first   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercial power plant.\", 'score': 0.19383352, 'raw_content': None}], 'response_time': 3.55}                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Commonwealth Fusion Systems funding rounds 2024 2023 recent investments', 'follow_up_questions':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m None, 'answer': None, 'images': [], 'results': [{'url':                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://en.wikipedia.org/wiki/Commonwealth_Fusion_Systems', 'title': 'Commonwealth Fusion Systems -            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wikipedia', 'content': 'In May 2023, United States Department of Energy granted the company additional funding  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m along with seven other US companies via the Milestone-Based Fusion Development Program.', 'score': 0.54956865,  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url': 'https://blog.cfs.energy/the-race-to-lead-the-world-in-fusion-has-begun/',        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'The race to lead the world in fusion has begun | The Tokamak Times', 'content': 'In 2023, by some     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m estimates the Chinese government’s fusion support was $1.5 billion — twice the DOE’s spending. This number is   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m likely very conservative. At the same time, investments in Chinese fusion companies have risen from zero in     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2021 to $1.3 billion in 2024, matching investments in US fusion companies, according to the Fusion Energy Base. \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] ## Fusion energy industry progress\\n\\nFor decades, fusion was largely an academic pursuit. Progress now   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m has brought commercialization within reach, with dozens of company efforts underway. Our effort at Commonwealth \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems (CFS) in Massachusetts is the most mature, securing more than $2 billion in funding and hiring   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m more than 1,000 employees. The US has the most fusion startups, with others headquartered in the UK, Germany,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Japan, China, and a few other countries. [...] Commonwealth Fusion Systems  \\n117 Hospital Rd  \\nDevens, MA     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 01434  \\n  \\nCopyright; 2025 Commonwealth Fusion Systems  \\nAll rights reserved.', 'score': 0.4526091,          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url':                                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://cfs.energy/news-and-media/google-and-commonwealth-fusion-systems-sign-strategic-partnership/',         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'Google and Commonwealth Fusion Systems Sign Strategic ...', 'content': \"Commonwealth Fusion Systems   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n117 Hospital Rd  \\nDevens, MA 01434  \\n  \\nCopyright 2024 Commonwealth Fusion Systems  \\nAll rights reserved  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] About Google\\n\\nGoogle's mission is to organize the world's information and make it universally           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m accessible and useful. Through products and platforms like Search, Maps, Gmail, Android, Google Play, Google    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Cloud, Chrome and YouTube, Google plays a meaningful role in the daily lives of billions of people and has      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m become one of the most widely-known companies in the world. Google is a subsidiary of Alphabet Inc.\\n\\nAbout    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems [...] Commonwealth Fusion Systems\\n\\n# Google and Commonwealth Fusion Systems Sign  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Strategic Partnership\\n\\nCommonwealth Fusion Systems' Tokamak Hall, the home of the SPARC fusion                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m machine\\n\\nMOUNTAIN VIEW, Calif., and DEVENS, Mass. (June 30, 2025) â\\x80\\x94 Google and Commonwealth Fusion    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems (CFS) today announced a new global milestone, a bold partnership to develop, deploy and scale clean,    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m secure fusion power.\", 'score': 0.4420348, 'raw_content': None}, {'url':                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.datacenterdynamics.com/en/news/commonwealth-fusion-systems-raises-more-than-1bn-backed-by-unnamed- \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m hyperscale-data-center-developer-report/', 'title': 'Commonwealth Fusion Systems raises more than $1bn, backed  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m by ...', 'content': 'Commonwealth Fusion Systems raises more than $1bn, backed by unnamed hyperscale data       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m center developer - report. Fusion power or quantum computing - which will', 'score': 0.2773878, 'raw_content':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m None}, {'url':                                                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://techcrunch.com/2025/06/30/google-inks-its-first-fusion-power-deal-with-commonwealth-fusion-systems/',  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'Google inks its first fusion power deal with Commonwealth Fusion ...', 'content': \"Fusion power got   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m another boost on Monday as Google announced it will buy half the output of Commonwealth Fusion System's first   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercial power plant.\", 'score': 0.19383352, 'raw_content': None}], 'response_time': 3.55}                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
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    {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Commonwealth Fusion Systems $1 billion funding round 2024 Series B investors\",                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\"                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Commonwealth Fusion Systems $1 billion funding round 2024 Series B investors\",                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\"                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Commonwealth Fusion Systems $1 billion funding round 2024 Series B investors',                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] Promoted  Image 26: sidebar promoted post thumbnailGeneral Fusion lays off staff due to ‘unexpected and   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> urgent financing constraints’Image 27: r/fusion icon r/fusion•7 days ago Image 28: A banner for the subreddit   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Image 29: r/fusion iconr/fusion \\nDiscussion and news on advancements in the field of nuclear fusion energy and <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> related technologies.', 'score': 0.82254606, 'raw_content': None}, {'url':                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.cfs.energy/news-and-media/commonwealth-fusion-systems-closes-1-8-billion-series-b-round', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to ...', 'content': 'Commonwealth Fusion Systems    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> (CFS) announced it has closed on more than $1.8 billion in Series B funding to commercialize fusion energy.     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> This includes capital to construct, commission, and operate SPARC, the world’s first commercially relevant net  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> energy fusion machine. In addition, it will enable the company to begin work on ARC, the first commercial       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion power plant, which includes developing support technologies, advancing the design, identifying the site, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> and assembling the partners and [...] The round was led by Tiger Global Management with participation by new    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> investors, including (in alphabetical order) Bill Gates; Coatue; DFJ Growth; Emerson Collective; Footprint      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Coalition; Google; JIMCO Technology Fund, part of JIMCO, the Jameel Family’s global investment arm; John Doerr; <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> JS Capital; Marc Benioff’s TIME Ventures; Senator Investment Group; a major university endowment; and a pension <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> plan; as well as current investors, including Breakthrough Energy Ventures; The Engine; Eni; [...] #### Related <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Topics\\n\\nfundingcompany news\\n\\nJoin the power movement\\n-----------------------\\n\\nFollow Us\\n\\n   Image 1\\n  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Image 2\\n   Image 3\\n   Image 4\\n\\nApply Now\\n\\n[](\\nCommonwealth Fusion Systems\\n\\n117 Hospital Rd\\n\\nDevens,  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> MA 01434\\n\\nCopyright 2024 Commonwealth Fusion Systems\\n\\nAll rights reserved\\n\\nMedia &amp;                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Press\\n\\npress@cfs.energyGeneral Inquiries\\n\\ninfo@cfs.energy\\n\\nJoin our mailing list\\n\\n   Company\\n          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Technology\\n   Press Releases\\n   Privacy Policy\\n   Careers\\n   Blog', 'score': 0.80442166, 'raw_content':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> None}, {'url': 'https://www.linkedin.com/company/commonwealth-fusion-systems', 'title': 'Commonwealth Fusion    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems | LinkedIn', 'content': \"### Website\\n\\n### Crunchbase\\n\\n### LinkedIn\\n\\n### Industry\\nRenewable       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Energy Power Generation\\n\\n### Company Size\\n501-1,000 employees  \\n1024 associated members (LinkedIn members   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> who've listed Commonwealth Fusion Systems as their current workplace on their profile)\\n\\n###                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Founded\\n2018\\n\\n### Funding\\nLast Round Date: 2024-07-06T00:00:00.000Z\\nLast Round Type: Grant\\nTotal Rounds:  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 6\\nLast Round Raised: US$ 15.0M\\n\\n### Investors\\nUS Department of Energy\\n\\n### Specialties\\nN/A\", 'score':    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 0.69399214, 'raw_content': None}, {'url': 'https://app.dealroom.co/companies/commonwealth_fusion_systems',      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'Commonwealth Fusion Systems - Dealroom.co', 'content': \"In a pivotal event marking its rise, CFS      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> garnered significant attention when it announced a major funding round that included both traditional energy    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> companies and new economy giants eagerly looking to diversify into clean energy. This event not only            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> underscored confidence in CFS's vision but also set the company on a path towards expanding its research and    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> engineering capabilities. [...] | Jun 2024 | investor | $0.0 | round |\\n| May 2025 | N/A | $0.0 Valuation: $0.0 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> | round |\\n| Jul 2025 |  GV | N/A | Late VC |\\n| Total Funding | 000k |  | [...] Image 2: Eni\\n\\nEni\\n\\nImage   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 3: The Engine\\n\\nThe Engine\\n\\nImage 4: Breakthrough Energy Ventures\\n\\nBreakthrough Energy Ventures\\n\\nImage   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 5: Starlight Ventures\\n\\nStarlight Ventures\\n\\nImage 6: Temasek\\n\\nTemasek\\n\\nImage 7:                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Equinor\\n\\nEquinor\\n\\nImage 8: Devonshire Investors\\n\\nDevonshire Investors\\n\\nImage 9: Fidelity                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Investments\\n\\nFidelity Investments\\n\\nImage 10: Future Ventures\\n\\nFuture Ventures\\n\\nImage 11:                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Hostplus\\n\\nHostplus\\n\\nImage 12: Khosla Ventures\\n\\nKhosla Ventures\\n\\nImage 13: Moore Strategic Ventures\",    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'score': 0.5954225, 'raw_content': None}, {'url':                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.datacenterdynamics.com/en/news/commonwealth-fusion-systems-raises-more-than-1bn-backed-by-unnamed- <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> hyperscale-data-center-developer-report/', 'title': 'Commonwealth Fusion Systems raises more than $1bn, backed  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> by ...', 'content': '09 May 2025  \\n   AI for IT Leaders: Deploying a Future-Proof IT                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Infrastructure\\n=============================================================================================== <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> =================================================================================\\n\\n08 May 2025  \\n            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> More\\n\\nImage 10: Investments &amp; Markets Thumbnail [...] Compute | New York 2026\\n       Connect | Investment    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Series\\n       Connect | Investment - New York\\n       Connect | Investment - MENA\\n       Connect | Investment <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - APAC\\n       Connect | Investment - Cancún\\n       Connect | Investment - London\\n       Connect | Investment <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Madrid\\n       Digital Infrastructure Series\\n       Yotta 2025 [...] Industry Awards\\n\\n   Login / Create    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Account\\n    has raised more than $1 billion, Axios Pro reports.\\n\\nThe investment in the company, which hopes  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> to build functioning 400MW fusion reactors in less than a decade, was led by an unnamed hyperscale developer.', <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'score': 0.5622973, 'raw_content': None}], 'response_time': 1.84}                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Commonwealth Fusion Systems $1 billion funding round 2024 Series B investors',                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] Promoted  Image 26: sidebar promoted post thumbnailGeneral Fusion lays off staff due to ‘unexpected and   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m urgent financing constraints’Image 27: r/fusion icon r/fusion•7 days ago Image 28: A banner for the subreddit   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Image 29: r/fusion iconr/fusion \\nDiscussion and news on advancements in the field of nuclear fusion energy and \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m related technologies.', 'score': 0.82254606, 'raw_content': None}, {'url':                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.cfs.energy/news-and-media/commonwealth-fusion-systems-closes-1-8-billion-series-b-round', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to ...', 'content': 'Commonwealth Fusion Systems    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m (CFS) announced it has closed on more than $1.8 billion in Series B funding to commercialize fusion energy.     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m This includes capital to construct, commission, and operate SPARC, the world’s first commercially relevant net  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m energy fusion machine. In addition, it will enable the company to begin work on ARC, the first commercial       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion power plant, which includes developing support technologies, advancing the design, identifying the site, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m and assembling the partners and [...] The round was led by Tiger Global Management with participation by new    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m investors, including (in alphabetical order) Bill Gates; Coatue; DFJ Growth; Emerson Collective; Footprint      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Coalition; Google; JIMCO Technology Fund, part of JIMCO, the Jameel Family’s global investment arm; John Doerr; \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m JS Capital; Marc Benioff’s TIME Ventures; Senator Investment Group; a major university endowment; and a pension \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m plan; as well as current investors, including Breakthrough Energy Ventures; The Engine; Eni; [...] #### Related \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Topics\\n\\nfundingcompany news\\n\\nJoin the power movement\\n-----------------------\\n\\nFollow Us\\n\\n   Image 1\\n  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Image 2\\n   Image 3\\n   Image 4\\n\\nApply Now\\n\\n[](\\nCommonwealth Fusion Systems\\n\\n117 Hospital Rd\\n\\nDevens,  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m MA 01434\\n\\nCopyright 2024 Commonwealth Fusion Systems\\n\\nAll rights reserved\\n\\nMedia &                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Press\\n\\npress@cfs.energyGeneral Inquiries\\n\\ninfo@cfs.energy\\n\\nJoin our mailing list\\n\\n   Company\\n          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Technology\\n   Press Releases\\n   Privacy Policy\\n   Careers\\n   Blog', 'score': 0.80442166, 'raw_content':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m None}, {'url': 'https://www.linkedin.com/company/commonwealth-fusion-systems', 'title': 'Commonwealth Fusion    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems | LinkedIn', 'content': \"### Website\\n\\n### Crunchbase\\n\\n### LinkedIn\\n\\n### Industry\\nRenewable       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Energy Power Generation\\n\\n### Company Size\\n501-1,000 employees  \\n1024 associated members (LinkedIn members   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m who've listed Commonwealth Fusion Systems as their current workplace on their profile)\\n\\n###                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Founded\\n2018\\n\\n### Funding\\nLast Round Date: 2024-07-06T00:00:00.000Z\\nLast Round Type: Grant\\nTotal Rounds:  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 6\\nLast Round Raised: US$ 15.0M\\n\\n### Investors\\nUS Department of Energy\\n\\n### Specialties\\nN/A\", 'score':    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 0.69399214, 'raw_content': None}, {'url': 'https://app.dealroom.co/companies/commonwealth_fusion_systems',      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'Commonwealth Fusion Systems - Dealroom.co', 'content': \"In a pivotal event marking its rise, CFS      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m garnered significant attention when it announced a major funding round that included both traditional energy    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m companies and new economy giants eagerly looking to diversify into clean energy. This event not only            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m underscored confidence in CFS's vision but also set the company on a path towards expanding its research and    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m engineering capabilities. [...] | Jun 2024 | investor | $0.0 | round |\\n| May 2025 | N/A | $0.0 Valuation: $0.0 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m | round |\\n| Jul 2025 |  GV | N/A | Late VC |\\n| Total Funding | 000k |  | [...] Image 2: Eni\\n\\nEni\\n\\nImage   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 3: The Engine\\n\\nThe Engine\\n\\nImage 4: Breakthrough Energy Ventures\\n\\nBreakthrough Energy Ventures\\n\\nImage   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 5: Starlight Ventures\\n\\nStarlight Ventures\\n\\nImage 6: Temasek\\n\\nTemasek\\n\\nImage 7:                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Equinor\\n\\nEquinor\\n\\nImage 8: Devonshire Investors\\n\\nDevonshire Investors\\n\\nImage 9: Fidelity                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Investments\\n\\nFidelity Investments\\n\\nImage 10: Future Ventures\\n\\nFuture Ventures\\n\\nImage 11:                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Hostplus\\n\\nHostplus\\n\\nImage 12: Khosla Ventures\\n\\nKhosla Ventures\\n\\nImage 13: Moore Strategic Ventures\",    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'score': 0.5954225, 'raw_content': None}, {'url':                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.datacenterdynamics.com/en/news/commonwealth-fusion-systems-raises-more-than-1bn-backed-by-unnamed- \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m hyperscale-data-center-developer-report/', 'title': 'Commonwealth Fusion Systems raises more than $1bn, backed  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m by ...', 'content': '09 May 2025  \\n   AI for IT Leaders: Deploying a Future-Proof IT                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Infrastructure\\n=============================================================================================== \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m =================================================================================\\n\\n08 May 2025  \\n            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m More\\n\\nImage 10: Investments & Markets Thumbnail [...] Compute | New York 2026\\n       Connect | Investment    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Series\\n       Connect | Investment - New York\\n       Connect | Investment - MENA\\n       Connect | Investment \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - APAC\\n       Connect | Investment - Cancún\\n       Connect | Investment - London\\n       Connect | Investment \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Madrid\\n       Digital Infrastructure Series\\n       Yotta 2025 [...] Industry Awards\\n\\n   Login / Create    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Account\\n    has raised more than $1 billion, Axios Pro reports.\\n\\nThe investment in the company, which hopes  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m to build functioning 400MW fusion reactors in less than a decade, was led by an unnamed hyperscale developer.', \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'score': 0.5622973, 'raw_content': None}], 'response_time': 1.84}                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"RESEARCH FINDINGS - Commonwealth Fusion Systems:\\n\\nFUNDING:\\n- Closed $1.8 billion Series B        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> funding round (announced 2024)\\n- Led by Tiger Global Management\\n- New investors include: Bill Gates, Google,  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Coatue, DFJ Growth, Emerson Collective, Footprint Coalition, JIMCO Technology Fund, John Doerr, JS Capital,     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Marc Benioff's TIME Ventures, Senator Investment Group, major university endowment, pension plan\\n- Existing    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> investors: Breakthrough Energy Ventures, The Engine, Eni, others\\n- Total funding: Over $2 billion secured\\n-   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Additional DOE grant funding in May 2023 via Milestone-Based Fusion Development Program\\n- Recent reports       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> suggest additional $1+ billion raised in 2024/2025\\n\\nRECENT DEVELOPMENTS:\\n- Google partnership announced June <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 30, 2025 - Google will buy half the output of CFS's first commercial power plant\\n- Over 1,000 employees        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> hired\\n- Building SPARC fusion machine (world's first commercially relevant net energy fusion machine)\\n-       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Planning ARC commercial fusion power plant\\n- Company described as \\\"most mature\\\" fusion effort\\n\\nNext:       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Research Helion Energy...\"                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"RESEARCH FINDINGS - Commonwealth Fusion Systems:\\n\\nFUNDING:\\n- Closed $1.8 billion Series B        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m funding round (announced 2024)\\n- Led by Tiger Global Management\\n- New investors include: Bill Gates, Google,  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Coatue, DFJ Growth, Emerson Collective, Footprint Coalition, JIMCO Technology Fund, John Doerr, JS Capital,     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Marc Benioff's TIME Ventures, Senator Investment Group, major university endowment, pension plan\\n- Existing    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m investors: Breakthrough Energy Ventures, The Engine, Eni, others\\n- Total funding: Over $2 billion secured\\n-   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Additional DOE grant funding in May 2023 via Milestone-Based Fusion Development Program\\n- Recent reports       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m suggest additional $1+ billion raised in 2024/2025\\n\\nRECENT DEVELOPMENTS:\\n- Google partnership announced June \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 30, 2025 - Google will buy half the output of CFS's first commercial power plant\\n- Over 1,000 employees        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m hired\\n- Building SPARC fusion machine (world's first commercially relevant net energy fusion machine)\\n-       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Planning ARC commercial fusion power plant\\n- Company described as \\\"most mature\\\" fusion effort\\n\\nNext:       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Research Helion Energy...\"                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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     "output_type": "display_data"
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: RESEARCH FINDINGS - Commonwealth Fusion Systems:                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> FUNDING:                                                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Closed $1.8 billion Series B funding round (announced 2024)                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Led by Tiger Global Management                                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - New investors include: Bill Gates, Google, Coatue, DFJ Growth, Emerson Collective, Footprint Coalition, JIMCO <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Technology Fund, John Doerr, JS Capital, Marc Benioff's TIME Ventures, Senator Investment Group, major          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> university endowment, pension plan                                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Existing investors: Breakthrough Energy Ventures, The Engine, Eni, others                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Total funding: Over $2 billion secured                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Additional DOE grant funding in May 2023 via Milestone-Based Fusion Development Program                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Recent reports suggest additional $1+ billion raised in 2024/2025                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> RECENT DEVELOPMENTS:                                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Google partnership announced June 30, 2025 - Google will buy half the output of CFS's first commercial power  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> plant                                                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Over 1,000 employees hired                                                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Building SPARC fusion machine (world's first commercially relevant net energy fusion machine)                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Planning ARC commercial fusion power plant                                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Company described as \"most mature\" fusion effort                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Next: Research Helion Energy...                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: RESEARCH FINDINGS - Commonwealth Fusion Systems:                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m FUNDING:                                                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Closed $1.8 billion Series B funding round (announced 2024)                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Led by Tiger Global Management                                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - New investors include: Bill Gates, Google, Coatue, DFJ Growth, Emerson Collective, Footprint Coalition, JIMCO \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Technology Fund, John Doerr, JS Capital, Marc Benioff's TIME Ventures, Senator Investment Group, major          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m university endowment, pension plan                                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Existing investors: Breakthrough Energy Ventures, The Engine, Eni, others                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Total funding: Over $2 billion secured                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Additional DOE grant funding in May 2023 via Milestone-Based Fusion Development Program                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Recent reports suggest additional $1+ billion raised in 2024/2025                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m RECENT DEVELOPMENTS:                                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Google partnership announced June 30, 2025 - Google will buy half the output of CFS's first commercial power  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m plant                                                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Over 1,000 employees hired                                                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Building SPARC fusion machine (world's first commercially relevant net energy fusion machine)                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Planning ARC commercial fusion power plant                                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Company described as \"most mature\" fusion effort                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Next: Research Helion Energy...                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Helion Energy funding rounds 2024 2023 recent investments Series C\",                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\",                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"time_range\": \"year\"                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Helion Energy funding rounds 2024 2023 recent investments Series C\",                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\",                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"time_range\": \"year\"                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Helion Energy funding rounds 2024 2023 recent investments Series C', 'follow_up_questions': None,    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'answer': None, 'images': [], 'results': [{'url':                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://fusionxinvest.com/news/8029/helion-to-build-50mw-fusion-power-plant-in-washington/', 'title': 'Helion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> to build 50MW fusion power plant in Washington', 'content': 'Helion Energy secures $35m strategic investment    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> from Nucor. 27 September 2023. Nucor Corporation announced it is making a direct investment of $35m in Helion', <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'score': 0.61251885, 'raw_content': None}, {'url':                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://news.crunchbase.com/venture/biggest-funding-rounds-helion-elevenlabs/', 'title': \"The Week's Biggest   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Funding Rounds: Helion Energy Takes Top ...\", 'content': 'appetite for new energy sources as power needs        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> increase due to AI and other advances. In 2023, Helion announced a power purchase agreement with Microsoft to   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> deliver electricity from its fusion plant starting in 2028, and a customer agreement with Nucor to develop a    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> power plant in the 2030s. Helion has just started operating its seventh generation prototype, Polaris, which is <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> expected to demonstrate the first electricity produced from fusion. The company’s new round is the              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> second-largest in the [...] 3. Openly, $123M, insurance: The most expensive purchase most people will ever make <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> is their home, so it matters who insures it. Openly provides independent insurance agents with a platform that  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> offers coverage to homeowners and streamlines processes, improves risk underwriting and helps with claims. The  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Boston-based insurtech startup raised $123 million in equity financing led by Eden Global Partners this week,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> and another $70 million in debt. In 2023, the company raised a $100 million Series [...] headlines in the past  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> several months after massive raises by the likes of Anduril Industries and artificial intelligence defense      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> software developer Helsing. Just late last year, defense and critical infrastructure tech startup Chaos         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Industries raised $145 million in a Series B. Already this year, Firehawk Aerospace raised a $60 million Series <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> C and Onebrief locked up a $50 million Series B.', 'score': 0.55478466, 'raw_content': None}, {'url':           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.geekwire.com/2025/helion-lands-425m-to-expedite-its-race-to-try-and-claim-fusion-power-clean-energ <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ys-holy-grail/', 'title': 'Helion lands $425M to speed its pursuit of fusion energy - GeekWire', 'content':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Helion Energy announced a $425 million funding round that will help the Seattle-area fusion company chase the  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> “Holy Grail” of clean energy.', 'score': 0.5104727, 'raw_content': None}, {'url':                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://news.crunchbase.com/clean-tech-and-energy/venture-fusion-startup-helion-raise-lightspeed-softbank/',   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'Fusion Startup Helion Powers Up With $425M Series F', 'content': 'The new round further illustrates   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> investors’ appetite for new energy sources as power needs increase due to AI and other advances. In 2023,       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion announced a power purchase agreement with Microsoft to deliver electricity from its fusion plant         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> starting in 2028, and a customer agreement with Nucor to develop a power plant in the 2030s.\\n\\nHelion has just <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> started operating its seventh generation prototype, Polaris, which is expected to demonstrate the first         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> electricity produced from fusion. [...] Last October, Pacific Fusion, a startup attempting to create a nuclear  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion-based energy source, raised more than $900 million in a Series A led by General Catalyst. The funding    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> does depend on the company hitting certain milestones.\\n\\nSince the beginning of 2024, there have only been     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> about two dozen deals of $200,000 or more for fusion-related startups, raising just more than $7 billion.\\n\\n## <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Related Crunchbase Pro list:\\n\\n## Related reading:\\n\\nIllustration: Dom Guzman [...] “We are on the brink of   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> delivering a transformative energy solution that can meet the world’s increasing electricity demands while      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> preserving U.S. energy leadership,” said co-founder and CEO David Kirtley.\\n\\n## Fusion funding\\n\\nHelion’s new <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> round is the second-largest in the fusion sector since the start of last year, per Crunchbase data.', 'score':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 0.46366343, 'raw_content': None}, {'url':                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.ainvest.com/news/surge-fusion-energy-investment-time-capitalize-energy-transition-2507/', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'The Surge in Fusion Energy Investment: Why Now Is the Time to ...', 'content': \"Key players are now building   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> end-to-end value chains. CFS is manufacturing HTS magnets at scale, while Helion Energy has secured a $200      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> million contract to power data centers with fusion. The sector's valuation logic is also evolving: where        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> early-stage fusion companies once relied on government grants, they now attract Series C funding based on clear <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercialization timelines. [...] Meanwhile, inertial confinement fusion (ICF) has seen a renaissance. The     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2022 breakthrough at the National Ignition Facility (NIF)—where a fusion reaction produced 150% of the energy   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> input—proved that ICF could scale. Private firms like TAE Technologies and Helion Energy are now refining       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> pulsed magnetic and laser-driven systems, with Helion's 50-MW prototype aiming for grid-scale deployment by     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2030. [...] This capital is not speculative. It reflects a growing consensus that fusion can achieve $50/MWh by <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the 2030s, matching the cost of renewables with storage and undercutting fission. The first commercial plants,  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> slated for Virginia (CFS) and Texas (Helion), will serve as proof points for scalability.\\n\\n### Investment     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Thesis: Strategic Entry Points in a High-Conviction Sector\", 'score': 0.3866482, 'raw_content': None}],         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'response_time': 8.65}                                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Helion Energy funding rounds 2024 2023 recent investments Series C', 'follow_up_questions': None,    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'answer': None, 'images': [], 'results': [{'url':                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://fusionxinvest.com/news/8029/helion-to-build-50mw-fusion-power-plant-in-washington/', 'title': 'Helion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m to build 50MW fusion power plant in Washington', 'content': 'Helion Energy secures $35m strategic investment    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m from Nucor. 27 September 2023. Nucor Corporation announced it is making a direct investment of $35m in Helion', \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'score': 0.61251885, 'raw_content': None}, {'url':                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://news.crunchbase.com/venture/biggest-funding-rounds-helion-elevenlabs/', 'title': \"The Week's Biggest   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Funding Rounds: Helion Energy Takes Top ...\", 'content': 'appetite for new energy sources as power needs        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m increase due to AI and other advances. In 2023, Helion announced a power purchase agreement with Microsoft to   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m deliver electricity from its fusion plant starting in 2028, and a customer agreement with Nucor to develop a    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m power plant in the 2030s. Helion has just started operating its seventh generation prototype, Polaris, which is \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m expected to demonstrate the first electricity produced from fusion. The company’s new round is the              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m second-largest in the [...] 3. Openly, $123M, insurance: The most expensive purchase most people will ever make \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m is their home, so it matters who insures it. Openly provides independent insurance agents with a platform that  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m offers coverage to homeowners and streamlines processes, improves risk underwriting and helps with claims. The  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Boston-based insurtech startup raised $123 million in equity financing led by Eden Global Partners this week,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m and another $70 million in debt. In 2023, the company raised a $100 million Series [...] headlines in the past  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m several months after massive raises by the likes of Anduril Industries and artificial intelligence defense      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m software developer Helsing. Just late last year, defense and critical infrastructure tech startup Chaos         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Industries raised $145 million in a Series B. Already this year, Firehawk Aerospace raised a $60 million Series \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m C and Onebrief locked up a $50 million Series B.', 'score': 0.55478466, 'raw_content': None}, {'url':           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.geekwire.com/2025/helion-lands-425m-to-expedite-its-race-to-try-and-claim-fusion-power-clean-energ \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ys-holy-grail/', 'title': 'Helion lands $425M to speed its pursuit of fusion energy - GeekWire', 'content':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Helion Energy announced a $425 million funding round that will help the Seattle-area fusion company chase the  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m “Holy Grail” of clean energy.', 'score': 0.5104727, 'raw_content': None}, {'url':                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://news.crunchbase.com/clean-tech-and-energy/venture-fusion-startup-helion-raise-lightspeed-softbank/',   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'Fusion Startup Helion Powers Up With $425M Series F', 'content': 'The new round further illustrates   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m investors’ appetite for new energy sources as power needs increase due to AI and other advances. In 2023,       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion announced a power purchase agreement with Microsoft to deliver electricity from its fusion plant         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m starting in 2028, and a customer agreement with Nucor to develop a power plant in the 2030s.\\n\\nHelion has just \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m started operating its seventh generation prototype, Polaris, which is expected to demonstrate the first         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m electricity produced from fusion. [...] Last October, Pacific Fusion, a startup attempting to create a nuclear  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion-based energy source, raised more than $900 million in a Series A led by General Catalyst. The funding    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m does depend on the company hitting certain milestones.\\n\\nSince the beginning of 2024, there have only been     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m about two dozen deals of $200,000 or more for fusion-related startups, raising just more than $7 billion.\\n\\n## \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Related Crunchbase Pro list:\\n\\n## Related reading:\\n\\nIllustration: Dom Guzman [...] “We are on the brink of   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m delivering a transformative energy solution that can meet the world’s increasing electricity demands while      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m preserving U.S. energy leadership,” said co-founder and CEO David Kirtley.\\n\\n## Fusion funding\\n\\nHelion’s new \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m round is the second-largest in the fusion sector since the start of last year, per Crunchbase data.', 'score':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 0.46366343, 'raw_content': None}, {'url':                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.ainvest.com/news/surge-fusion-energy-investment-time-capitalize-energy-transition-2507/', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'The Surge in Fusion Energy Investment: Why Now Is the Time to ...', 'content': \"Key players are now building   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m end-to-end value chains. CFS is manufacturing HTS magnets at scale, while Helion Energy has secured a $200      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m million contract to power data centers with fusion. The sector's valuation logic is also evolving: where        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m early-stage fusion companies once relied on government grants, they now attract Series C funding based on clear \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercialization timelines. [...] Meanwhile, inertial confinement fusion (ICF) has seen a renaissance. The     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2022 breakthrough at the National Ignition Facility (NIF)—where a fusion reaction produced 150% of the energy   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m input—proved that ICF could scale. Private firms like TAE Technologies and Helion Energy are now refining       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m pulsed magnetic and laser-driven systems, with Helion's 50-MW prototype aiming for grid-scale deployment by     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2030. [...] This capital is not speculative. It reflects a growing consensus that fusion can achieve $50/MWh by \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the 2030s, matching the cost of renewables with storage and undercutting fission. The first commercial plants,  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m slated for Virginia (CFS) and Texas (Helion), will serve as proof points for scalability.\\n\\n### Investment     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Thesis: Strategic Entry Points in a High-Conviction Sector\", 'score': 0.3866482, 'raw_content': None}],         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'response_time': 8.65}                                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Helion Energy $425 million Series F funding round 2025 investors Lightspeed SoftBank\",              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\"                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
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      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Helion Energy $425 million Series F funding round 2025 investors Lightspeed SoftBank\",              \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\"                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Helion Energy $425 million Series F funding round 2025 investors Lightspeed SoftBank',               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.helionenergy.com/articles/helion-announces-425m-series-f-investment-to-scale-commercialized-fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> -power/', 'title': 'Helion Announces $425M Series F Investment to Scale ...', 'content': 'EVERETT, Wash. –      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> January 28, 2025 – Helion, a fusion energy company, today announced a $425 million Series F investment round    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> that will be used to scale commercialization efforts for the company’s groundbreaking fusion technology. The    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> oversubscribed and upsized round had participation from new investors, including Lightspeed Venture Partners,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> SoftBank Vision Fund 2, and a major university endowment, and existing investors including Sam Altman, Mithril  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Capital, Capricorn Investment Group, Dustin [...] EVERETT, Wash. – January 28, 2025 – Helion, a fusion energy   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> company, today announced a $425 million Series F investment round that will be used to scale commercialization  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> efforts for the company’s groundbreaking fusion technology. The oversubscribed and upsized round had            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> participation from new investors, including Lightspeed Venture Partners, SoftBank Vision Fund 2, and a major    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> university endowment, and existing investors including Sam Altman, Mithril Capital, Capricorn Investment Group, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Dustin [...] Helion Announces $425M Series F Investment to Scale Commercialized Fusion Power\\n\\nRound includes  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> new investors, Lightspeed Venture Partners, SoftBank Vision Fund 2, and existing investors', 'score':           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 0.95067275, 'raw_content': None}, {'url':                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://news.crunchbase.com/clean-tech-and-energy/venture-fusion-startup-helion-raise-lightspeed-softbank/',   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'Fusion Startup Helion Powers Up With $425M Series F', 'content': 'Fusion Startup Helion Powers Up     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> With $425M Series F\\n\\nFusion startup Helion Energy locked up a $425 million Series F — valuing the company at  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> $5.4 billion — as the company looks to commercialize its fusion technology.\\n\\nThe round included participation <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> from new investors Lightspeed Venture Partners, SoftBank Vision Fund 2 and a university endowment, as well as   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> existing investors including Sam Altman, Mithril Capital Management, Capricorn Investment Group, Good Ventures  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> and Nucor Corp. [...] Helion has just started operating its seventh generation prototype, Polaris, which is     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> expected to demonstrate the first electricity produced from fusion.\\n\\n“We are on the brink of delivering a     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> transformative energy solution that can meet the world’s increasing electricity demands while preserving U.S.   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> energy leadership,” said co-founder and CEO David Kirtley.\\n\\nFusion funding\\n\\nHelion’s new round is the       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> second-largest in the fusion sector since the start of last year, per Crunchbase data. [...] Terms of           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Service\\n\\nCookie Settings\\n\\nDo Not Sell or Share My Personal Info\\n\\nCA Privacy                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Notice\\n\\nCompany\\n\\nCareers\\n\\nPartners\\n\\nBlog\\n\\nContact Us\\n\\nCrunchbase Pro\\n\\nCrunchbase                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Enterprise\\n\\nCrunchbase for Applications\\n\\nCustomer Stories\\n\\nPricing\\n\\nFeatured Searches And               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Lists\\n\\nKnowledge Center\\n\\nCreate A Profile\\n\\nSales Intelligence\\n\\nSales Prospecting Guide\\n\\nSales         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Prospecting Tools\\n\\n© 2025 Crunchbase Inc. All Rights Reserved.', 'score': 0.8884594, 'raw_content': None},    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'url': 'https://app.dealroom.co/companies/helion_energy', 'title': 'Helion Energy company information, funding <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> &amp; investors', 'content': \"| Date | Investors | Amount | Round |\\n| --- | --- | --- | --- |\\n| - | investor |    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> $0.0 | round |\\n|  | investor investor | $0.0 | round |\\n|  | investor | $0.0 | round |\\n|  | investor investor <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> | $0.0 | round |\\n|  | investor | $0.0 | round |\\n|  | investor | $0.0 | round |\\n|  | investor investor        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> investor investor | $0.0  Valuation: $0.0 | round |\\n| \\\\ |  Lightspeed Venture Partners  Capricorn Investment  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Group  SoftBank  Mithril  Nucor  Good Ventures  Sam Altman | $425m  Valuation: $5.4b | Series F | [...] Helion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Energy is an innovative startup focused on making fusion energy a commercial reality. The company is developing <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion generators that promise to be significantly smaller, cheaper, and faster to produce than existing        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> technologies. Helion's team comprises American entrepreneurs and scientists with extensive experience in fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> technology. They have designed and built award-winning prototypes that many experts consider the most promising <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> approach to commercial fusion production. [...] Y Combinator\\n\\nMithril\\n\\nCapricorn Investment Group\\n\\nDustin <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Moskovitz\\n\\nSam Altman\\n\\nAlex Kolicich(exited)\\n\\nLightspeed Venture Partners\\n\\nSoftBank\\n\\nNucor\\n\\nGood    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Ventures\\n\\n### RELATED LANDSCAPES AND LISTS\\n\\n### \\n\\n#### Nuclear fusion startups » Magneto-inertial         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> confinement\\n\\n&amp; 1 more\\n\\n### \\n\\n#### Top 100 Clean Energy Startups to Watch\\n\\n&amp; 94 more\\n\\n### \\n\\n#### Top <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 100 Energy Startups to Watch\\n\\n&amp; 94 more\\n\\n### \\n\\n#### Top 100 Impact Startups to Watch\\n\\n&amp; 94 more\\n\\n###  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n\\n#### Top 100 Startups to Watch in Seattle\", 'score': 0.8668671, 'raw_content': None}, {'url':               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.helionenergy.com/articles/announcing-helions-425m-series-f/', 'title': \"Announcing Helion's $425   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> million Series F\", 'content': 'We brought on several new investors this round, including Lightspeed, SoftBank   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Vision Fund 2, and a major university endowment, who completed extensive due diligence in our science,          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> engineering, and business. Their decision to invest in Helion reflects how much we have built, how fast we have <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> done it, and their belief in Helion’s approach to getting fusion to the grid as quickly as possible. The round  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> also had participation from existing investors, including Sam Altman, Mithril Capital, [...] We brought on      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> several new investors this round, including Lightspeed, SoftBank Vision Fund 2, and a major university          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> endowment, who completed extensive due diligence in our science, engineering, and business. Their decision to   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> invest in Helion reflects how much we have built, how fast we have done it, and their belief in Helion’s        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> approach to getting fusion to the grid as quickly as possible. The round also had participation from existing   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> investors, including Sam Altman, Mithril Capital, [...] To have such a prestigious group behind our mission to  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> bring fusion power to the world is very special. We are thankful for their commitment and belief in what the    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> world could be with abundant, clean energy everywhere.\\n\\nThere’s still a lot of work to do, and our team is    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> excited to keep pushing to do what no one has done before. If you’re excited by solving hard problems and big   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> missions, we’re hiring!\\n\\n– David\\n\\nGeneral Inquiries\\n\\nMedia &amp; Press\\n\\nGet our newsletter\\n\\n©2025         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion\\n\\n©2025 Helion', 'score': 0.8405867, 'raw_content': None}, {'url':                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://techcrunch.com/2025/01/28/helion-raises-425m-to-help-build-a-fusion-reactor-for-microsoft/', 'title':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Helion raises $425M to help build a fusion reactor for Microsoft', 'content': 'The new round is smaller than   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the startup’s previous fundraise of $500 million. New investors in the round include Lightspeed Venture         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Partners, SoftBank Vision Fund 2, and a major university endowment. Existing investors Sam Altman, Capricorn    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Investment Group, Mithril Capital, Dustin Moskovitz, and Nucor also participated.\\n\\nTopics\\n\\nTim De           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Chant\\n\\nSenior Reporter, Climate\\n\\nEvent Logo [...] The company’s unorthodox approach to fusion power and     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> relative secrecy has earned it plenty of fans — and critics. But don’t count its investors among the            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> naysayers.\\n\\nHelion announced Tuesday a $425 million Series F raise that pushed its valuation $5.245 billion.  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> The startup also flipped the switch last month on its latest prototype, Polaris, which it anticipates will be   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the first fusion reactor to generate electricity. [...] At the beginning of a pulse, Helion injects a mix of    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> deuterium and helium-3 into each end and heats it until it forms a plasma. Magnets then shape each plasma into  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> a doughnut and propel them toward each other at more than 1 million miles per hour.', 'score': 0.7876867,       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}], 'response_time': 1.51}                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Helion Energy $425 million Series F funding round 2025 investors Lightspeed SoftBank',               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.helionenergy.com/articles/helion-announces-425m-series-f-investment-to-scale-commercialized-fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m -power/', 'title': 'Helion Announces $425M Series F Investment to Scale ...', 'content': 'EVERETT, Wash. –      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m January 28, 2025 – Helion, a fusion energy company, today announced a $425 million Series F investment round    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m that will be used to scale commercialization efforts for the company’s groundbreaking fusion technology. The    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m oversubscribed and upsized round had participation from new investors, including Lightspeed Venture Partners,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m SoftBank Vision Fund 2, and a major university endowment, and existing investors including Sam Altman, Mithril  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Capital, Capricorn Investment Group, Dustin [...] EVERETT, Wash. – January 28, 2025 – Helion, a fusion energy   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m company, today announced a $425 million Series F investment round that will be used to scale commercialization  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m efforts for the company’s groundbreaking fusion technology. The oversubscribed and upsized round had            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m participation from new investors, including Lightspeed Venture Partners, SoftBank Vision Fund 2, and a major    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m university endowment, and existing investors including Sam Altman, Mithril Capital, Capricorn Investment Group, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Dustin [...] Helion Announces $425M Series F Investment to Scale Commercialized Fusion Power\\n\\nRound includes  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m new investors, Lightspeed Venture Partners, SoftBank Vision Fund 2, and existing investors', 'score':           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 0.95067275, 'raw_content': None}, {'url':                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://news.crunchbase.com/clean-tech-and-energy/venture-fusion-startup-helion-raise-lightspeed-softbank/',   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'Fusion Startup Helion Powers Up With $425M Series F', 'content': 'Fusion Startup Helion Powers Up     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m With $425M Series F\\n\\nFusion startup Helion Energy locked up a $425 million Series F — valuing the company at  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m $5.4 billion — as the company looks to commercialize its fusion technology.\\n\\nThe round included participation \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m from new investors Lightspeed Venture Partners, SoftBank Vision Fund 2 and a university endowment, as well as   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m existing investors including Sam Altman, Mithril Capital Management, Capricorn Investment Group, Good Ventures  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m and Nucor Corp. [...] Helion has just started operating its seventh generation prototype, Polaris, which is     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m expected to demonstrate the first electricity produced from fusion.\\n\\n“We are on the brink of delivering a     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m transformative energy solution that can meet the world’s increasing electricity demands while preserving U.S.   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m energy leadership,” said co-founder and CEO David Kirtley.\\n\\nFusion funding\\n\\nHelion’s new round is the       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m second-largest in the fusion sector since the start of last year, per Crunchbase data. [...] Terms of           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Service\\n\\nCookie Settings\\n\\nDo Not Sell or Share My Personal Info\\n\\nCA Privacy                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Notice\\n\\nCompany\\n\\nCareers\\n\\nPartners\\n\\nBlog\\n\\nContact Us\\n\\nCrunchbase Pro\\n\\nCrunchbase                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Enterprise\\n\\nCrunchbase for Applications\\n\\nCustomer Stories\\n\\nPricing\\n\\nFeatured Searches And               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Lists\\n\\nKnowledge Center\\n\\nCreate A Profile\\n\\nSales Intelligence\\n\\nSales Prospecting Guide\\n\\nSales         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Prospecting Tools\\n\\n© 2025 Crunchbase Inc. All Rights Reserved.', 'score': 0.8884594, 'raw_content': None},    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'url': 'https://app.dealroom.co/companies/helion_energy', 'title': 'Helion Energy company information, funding \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m & investors', 'content': \"| Date | Investors | Amount | Round |\\n| --- | --- | --- | --- |\\n| - | investor |    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m $0.0 | round |\\n|  | investor investor | $0.0 | round |\\n|  | investor | $0.0 | round |\\n|  | investor investor \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m | $0.0 | round |\\n|  | investor | $0.0 | round |\\n|  | investor | $0.0 | round |\\n|  | investor investor        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m investor investor | $0.0  Valuation: $0.0 | round |\\n| \\\\ |  Lightspeed Venture Partners  Capricorn Investment  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Group  SoftBank  Mithril  Nucor  Good Ventures  Sam Altman | $425m  Valuation: $5.4b | Series F | [...] Helion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Energy is an innovative startup focused on making fusion energy a commercial reality. The company is developing \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion generators that promise to be significantly smaller, cheaper, and faster to produce than existing        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m technologies. Helion's team comprises American entrepreneurs and scientists with extensive experience in fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m technology. They have designed and built award-winning prototypes that many experts consider the most promising \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m approach to commercial fusion production. [...] Y Combinator\\n\\nMithril\\n\\nCapricorn Investment Group\\n\\nDustin \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Moskovitz\\n\\nSam Altman\\n\\nAlex Kolicich(exited)\\n\\nLightspeed Venture Partners\\n\\nSoftBank\\n\\nNucor\\n\\nGood    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Ventures\\n\\n### RELATED LANDSCAPES AND LISTS\\n\\n### \\n\\n#### Nuclear fusion startups » Magneto-inertial         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m confinement\\n\\n& 1 more\\n\\n### \\n\\n#### Top 100 Clean Energy Startups to Watch\\n\\n& 94 more\\n\\n### \\n\\n#### Top \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 100 Energy Startups to Watch\\n\\n& 94 more\\n\\n### \\n\\n#### Top 100 Impact Startups to Watch\\n\\n& 94 more\\n\\n###  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n\\n#### Top 100 Startups to Watch in Seattle\", 'score': 0.8668671, 'raw_content': None}, {'url':               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.helionenergy.com/articles/announcing-helions-425m-series-f/', 'title': \"Announcing Helion's $425   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m million Series F\", 'content': 'We brought on several new investors this round, including Lightspeed, SoftBank   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Vision Fund 2, and a major university endowment, who completed extensive due diligence in our science,          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m engineering, and business. Their decision to invest in Helion reflects how much we have built, how fast we have \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m done it, and their belief in Helion’s approach to getting fusion to the grid as quickly as possible. The round  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m also had participation from existing investors, including Sam Altman, Mithril Capital, [...] We brought on      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m several new investors this round, including Lightspeed, SoftBank Vision Fund 2, and a major university          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m endowment, who completed extensive due diligence in our science, engineering, and business. Their decision to   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m invest in Helion reflects how much we have built, how fast we have done it, and their belief in Helion’s        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m approach to getting fusion to the grid as quickly as possible. The round also had participation from existing   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m investors, including Sam Altman, Mithril Capital, [...] To have such a prestigious group behind our mission to  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m bring fusion power to the world is very special. We are thankful for their commitment and belief in what the    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m world could be with abundant, clean energy everywhere.\\n\\nThere’s still a lot of work to do, and our team is    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m excited to keep pushing to do what no one has done before. If you’re excited by solving hard problems and big   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m missions, we’re hiring!\\n\\n– David\\n\\nGeneral Inquiries\\n\\nMedia & Press\\n\\nGet our newsletter\\n\\n©2025         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion\\n\\n©2025 Helion', 'score': 0.8405867, 'raw_content': None}, {'url':                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://techcrunch.com/2025/01/28/helion-raises-425m-to-help-build-a-fusion-reactor-for-microsoft/', 'title':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Helion raises $425M to help build a fusion reactor for Microsoft', 'content': 'The new round is smaller than   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the startup’s previous fundraise of $500 million. New investors in the round include Lightspeed Venture         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Partners, SoftBank Vision Fund 2, and a major university endowment. Existing investors Sam Altman, Capricorn    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Investment Group, Mithril Capital, Dustin Moskovitz, and Nucor also participated.\\n\\nTopics\\n\\nTim De           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Chant\\n\\nSenior Reporter, Climate\\n\\nEvent Logo [...] The company’s unorthodox approach to fusion power and     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m relative secrecy has earned it plenty of fans — and critics. But don’t count its investors among the            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m naysayers.\\n\\nHelion announced Tuesday a $425 million Series F raise that pushed its valuation $5.245 billion.  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m The startup also flipped the switch last month on its latest prototype, Polaris, which it anticipates will be   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the first fusion reactor to generate electricity. [...] At the beginning of a pulse, Helion injects a mix of    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m deuterium and helium-3 into each end and heats it until it forms a plasma. Magnets then shape each plasma into  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m a doughnut and propel them toward each other at more than 1 million miles per hour.', 'score': 0.7876867,       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}], 'response_time': 1.51}                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Helion Energy Microsoft power purchase agreement 2028 recent developments Polaris reactor\",         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\"                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
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       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Helion Energy Microsoft power purchase agreement 2028 recent developments Polaris reactor\",         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\"                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Helion Energy Microsoft power purchase agreement 2028 recent developments Polaris reactor',          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://neutronbytes.com/2025/07/20/china-takes-the-lead-in-fusion-energy/', 'title': 'China Takes the Lead in <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Energy | Neutron Bytes', 'content': 'Helion has raised over $1 billion in funding and has inked an       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ambitious power purchase agreement with Microsoft for 50 MW of fusion energy by 2028. Helion was founded in     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2013 and is headquartered in Everett, Wash. [...] Helion uses a deuterium-He3 fusion. Like TAE, Helion uses a   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> form of field-reversed configuration to trap plasma. Its Trenta prototype successfully achieved plasma          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> temperatures of 100 million degrees Celsius, and it is currently developing the Polaris reactor. Polaris aims   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> to operate at temperatures beyond 100 million degrees and achieve breakeven.\\n\\nOther Fusion Firms that Raised  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> at Least $100 Million [...] The company’s next goal is the completion of the Copernicus reactor. Similarly to   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS’s SPARC reactor, the goal of the Copernicus reactor is to achieve breakeven or positive energy              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> generation.\\n\\nTAE has secured over $1.2 billion in funding from companies such as Google, Venrock and Chevron  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Corp. TAE has also built partnerships with Google to use AI in process optimization and with universities such  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> as UC Irvine and Princeton to collaborate on advancing fusion technologies.\\n\\nHelion', 'score': 0.82288796,    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url':                                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.helionenergy.com/articles/announcing-helion-fusion-ppa-with-microsoft-constellation/', 'title':    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \"Announcing Helion's fusion power purchase agreement with Microsoft\", 'content': \"Today we announced that       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Microsoft has agreed to purchase electricity from Helion's first fusion power plant, scheduled for deployment   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> in 2028.\", 'score': 0.77731717, 'raw_content': None}, {'url':                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.cnbc.com/2023/05/10/microsoft-agrees-to-buy-power-from-sam-altman-backed-helion-in-2028.html',     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'Microsoft agrees to buy power from Sam Altman-backed Helion in ...', 'content': 'CNBC\\nlogo\\nJoin     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> IC\\nJoin Pro\\nlogo\\nJoin IC\\nJoin Pro\\n\\n# Microsoft agrees to buy electricity generated from Sam Altman-backed <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion company Helion in 2028\\n\\nthumbnail\\n\\nIn this article\\n\\nMicrosoft said Wednesday it has signed a power <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> purchase agreement with nuclear fusion startup Helion Energy to buy electricity from it in 2028. [...] As part  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> of the power purchase agreement, Helion is expected to have its fusion generation device online by 2028 and to  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> reach its target power generation of 50 megawatts or more within an agreed-upon one-year ramp up period. When   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the fusion device is fully up to speed producing 50 megawatts of energy, it will be able to power the           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> equivalent of approximately 40,000 homes in Washington state. [...] \"This is the first time that I know of that <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> a company has a power purchase agreement signed,\" Holland told CNBC. \"No one has delivered electricity, and     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion\\'s goal of 2028 is aggressive, but they have a strong plan for how to get there.\"', 'score': 0.76490957, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url':                                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://techcrunch.com/2025/01/28/helion-raises-425m-to-help-build-a-fusion-reactor-for-microsoft/', 'title':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Helion raises $425M to help build a fusion reactor for Microsoft', 'content': \"Contact Us\\n\\nPlasma glows      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> inside Helion's Polaris prototype.\\n\\n# Helion raises $425M to help build a fusion reactor for Microsoft\\n\\nFew <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion startups have been as closely watched as Helion. The 12-year-old company is backed by Sam Altman,        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> rumored to be in talks with OpenAI, and has a deal to supply Microsoft with electricity by 2028 — years earlier <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> than its competitors. [...] Polaris, Helion’s seventh prototype, sits inside a 27,000-square-foot building in   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Everett, Washington. It took more than three years to build, which is quick by fusion industry standards. But   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> to hit its ambitious 2028 deadline for Microsoft, the startup will have to move even faster on its              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercial-scale power plant.\\n\\nThe difficulties Helion faces are in many ways similar to those in other       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> leading-edge industries. [...] Helion raised the new funding to speed work on the power plant, including        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> expanding in-house machining capabilities and capacitor manufacturing. “One of the things that drove the        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Polaris timeline was actually making all the magnetic coils. And so I want to be able to make all of those      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> in-house,” he said.\", 'score': 0.7156829, 'raw_content': None}, {'url':                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.helionenergy.com/polaris/', 'title': 'Polaris - Helion', 'content': 'Polaris is the next big step  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> in commercial fusion development. This machine will have stronger magnets and will pulse faster than Trenta.',  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'score': 0.38221118, 'raw_content': None}], 'response_time': 4.05}                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Helion Energy Microsoft power purchase agreement 2028 recent developments Polaris reactor',          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://neutronbytes.com/2025/07/20/china-takes-the-lead-in-fusion-energy/', 'title': 'China Takes the Lead in \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Energy | Neutron Bytes', 'content': 'Helion has raised over $1 billion in funding and has inked an       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ambitious power purchase agreement with Microsoft for 50 MW of fusion energy by 2028. Helion was founded in     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2013 and is headquartered in Everett, Wash. [...] Helion uses a deuterium-He3 fusion. Like TAE, Helion uses a   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m form of field-reversed configuration to trap plasma. Its Trenta prototype successfully achieved plasma          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m temperatures of 100 million degrees Celsius, and it is currently developing the Polaris reactor. Polaris aims   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m to operate at temperatures beyond 100 million degrees and achieve breakeven.\\n\\nOther Fusion Firms that Raised  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m at Least $100 Million [...] The company’s next goal is the completion of the Copernicus reactor. Similarly to   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS’s SPARC reactor, the goal of the Copernicus reactor is to achieve breakeven or positive energy              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m generation.\\n\\nTAE has secured over $1.2 billion in funding from companies such as Google, Venrock and Chevron  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Corp. TAE has also built partnerships with Google to use AI in process optimization and with universities such  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m as UC Irvine and Princeton to collaborate on advancing fusion technologies.\\n\\nHelion', 'score': 0.82288796,    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url':                                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.helionenergy.com/articles/announcing-helion-fusion-ppa-with-microsoft-constellation/', 'title':    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \"Announcing Helion's fusion power purchase agreement with Microsoft\", 'content': \"Today we announced that       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Microsoft has agreed to purchase electricity from Helion's first fusion power plant, scheduled for deployment   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m in 2028.\", 'score': 0.77731717, 'raw_content': None}, {'url':                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.cnbc.com/2023/05/10/microsoft-agrees-to-buy-power-from-sam-altman-backed-helion-in-2028.html',     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'Microsoft agrees to buy power from Sam Altman-backed Helion in ...', 'content': 'CNBC\\nlogo\\nJoin     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m IC\\nJoin Pro\\nlogo\\nJoin IC\\nJoin Pro\\n\\n# Microsoft agrees to buy electricity generated from Sam Altman-backed \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion company Helion in 2028\\n\\nthumbnail\\n\\nIn this article\\n\\nMicrosoft said Wednesday it has signed a power \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m purchase agreement with nuclear fusion startup Helion Energy to buy electricity from it in 2028. [...] As part  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m of the power purchase agreement, Helion is expected to have its fusion generation device online by 2028 and to  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m reach its target power generation of 50 megawatts or more within an agreed-upon one-year ramp up period. When   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the fusion device is fully up to speed producing 50 megawatts of energy, it will be able to power the           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m equivalent of approximately 40,000 homes in Washington state. [...] \"This is the first time that I know of that \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m a company has a power purchase agreement signed,\" Holland told CNBC. \"No one has delivered electricity, and     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion\\'s goal of 2028 is aggressive, but they have a strong plan for how to get there.\"', 'score': 0.76490957, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url':                                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://techcrunch.com/2025/01/28/helion-raises-425m-to-help-build-a-fusion-reactor-for-microsoft/', 'title':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Helion raises $425M to help build a fusion reactor for Microsoft', 'content': \"Contact Us\\n\\nPlasma glows      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m inside Helion's Polaris prototype.\\n\\n# Helion raises $425M to help build a fusion reactor for Microsoft\\n\\nFew \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion startups have been as closely watched as Helion. The 12-year-old company is backed by Sam Altman,        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m rumored to be in talks with OpenAI, and has a deal to supply Microsoft with electricity by 2028 — years earlier \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m than its competitors. [...] Polaris, Helion’s seventh prototype, sits inside a 27,000-square-foot building in   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Everett, Washington. It took more than three years to build, which is quick by fusion industry standards. But   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m to hit its ambitious 2028 deadline for Microsoft, the startup will have to move even faster on its              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercial-scale power plant.\\n\\nThe difficulties Helion faces are in many ways similar to those in other       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m leading-edge industries. [...] Helion raised the new funding to speed work on the power plant, including        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m expanding in-house machining capabilities and capacitor manufacturing. “One of the things that drove the        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Polaris timeline was actually making all the magnetic coils. And so I want to be able to make all of those      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m in-house,” he said.\", 'score': 0.7156829, 'raw_content': None}, {'url':                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.helionenergy.com/polaris/', 'title': 'Polaris - Helion', 'content': 'Polaris is the next big step  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m in commercial fusion development. This machine will have stronger magnets and will pulse faster than Trenta.',  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'score': 0.38221118, 'raw_content': None}], 'response_time': 4.05}                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"RESEARCH FINDINGS - Helion Energy:\\n\\nFUNDING:\\n- $425 million Series F funding round (January 28,  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 2025)\\n- Valuation: $5.4 billion\\n- Led by new investors: Lightspeed Venture Partners, SoftBank Vision Fund 2,  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> major university endowment\\n- Existing investors: Sam Altman, Mithril Capital, Capricorn Investment Group,      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Dustin Moskovitz, Good Ventures, Nucor Corp\\n- Total funding: Over $1 billion raised\\n- Previous round was $500 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> million (larger than current round)\\n- $35 million strategic investment from Nucor in September 2023\\n\\nRECENT  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> DEVELOPMENTS:\\n- Microsoft power purchase agreement (2023) - 50MW of fusion energy by 2028\\n- Polaris reactor   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> (7th generation prototype) started operating in January 2025\\n- Expected to be first fusion reactor to generate <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> electricity\\n- Building 50MW fusion power plant in Washington\\n- Nucor customer agreement for power plant       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> development in 2030s\\n- Deuterium-Helium-3 fusion approach using field-reversed configuration\\n- Trenta         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> prototype achieved 100 million degrees Celsius\\n\\nCOMPARISON READY...\"                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"RESEARCH FINDINGS - Helion Energy:\\n\\nFUNDING:\\n- $425 million Series F funding round (January 28,  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 2025)\\n- Valuation: $5.4 billion\\n- Led by new investors: Lightspeed Venture Partners, SoftBank Vision Fund 2,  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m major university endowment\\n- Existing investors: Sam Altman, Mithril Capital, Capricorn Investment Group,      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Dustin Moskovitz, Good Ventures, Nucor Corp\\n- Total funding: Over $1 billion raised\\n- Previous round was $500 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m million (larger than current round)\\n- $35 million strategic investment from Nucor in September 2023\\n\\nRECENT  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m DEVELOPMENTS:\\n- Microsoft power purchase agreement (2023) - 50MW of fusion energy by 2028\\n- Polaris reactor   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m (7th generation prototype) started operating in January 2025\\n- Expected to be first fusion reactor to generate \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m electricity\\n- Building 50MW fusion power plant in Washington\\n- Nucor customer agreement for power plant       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m development in 2030s\\n- Deuterium-Helium-3 fusion approach using field-reversed configuration\\n- Trenta         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m prototype achieved 100 million degrees Celsius\\n\\nCOMPARISON READY...\"                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: RESEARCH FINDINGS - Helion Energy:                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> FUNDING:                                                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - $425 million Series F funding round (January 28, 2025)                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Valuation: $5.4 billion                                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Led by new investors: Lightspeed Venture Partners, SoftBank Vision Fund 2, major university endowment         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Existing investors: Sam Altman, Mithril Capital, Capricorn Investment Group, Dustin Moskovitz, Good Ventures, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Nucor Corp                                                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Total funding: Over $1 billion raised                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Previous round was $500 million (larger than current round)                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - $35 million strategic investment from Nucor in September 2023                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> RECENT DEVELOPMENTS:                                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Microsoft power purchase agreement (2023) - 50MW of fusion energy by 2028                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Polaris reactor (7th generation prototype) started operating in January 2025                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Expected to be first fusion reactor to generate electricity                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Building 50MW fusion power plant in Washington                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Nucor customer agreement for power plant development in 2030s                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Deuterium-Helium-3 fusion approach using field-reversed configuration                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Trenta prototype achieved 100 million degrees Celsius                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> COMPARISON READY...                                                                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: RESEARCH FINDINGS - Helion Energy:                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m FUNDING:                                                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - $425 million Series F funding round (January 28, 2025)                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Valuation: $5.4 billion                                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Led by new investors: Lightspeed Venture Partners, SoftBank Vision Fund 2, major university endowment         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Existing investors: Sam Altman, Mithril Capital, Capricorn Investment Group, Dustin Moskovitz, Good Ventures, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Nucor Corp                                                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Total funding: Over $1 billion raised                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Previous round was $500 million (larger than current round)                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - $35 million strategic investment from Nucor in September 2023                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m RECENT DEVELOPMENTS:                                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Microsoft power purchase agreement (2023) - 50MW of fusion energy by 2028                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Polaris reactor (7th generation prototype) started operating in January 2025                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Expected to be first fusion reactor to generate electricity                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Building 50MW fusion power plant in Washington                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Nucor customer agreement for power plant development in 2030s                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Deuterium-Helium-3 fusion approach using field-reversed configuration                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Trenta prototype achieved 100 million degrees Celsius                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m COMPARISON READY...                                                                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Commonwealth Fusion Systems vs Helion Energy comparison technology approach timeline                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> commercialization\",                                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\"                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Commonwealth Fusion Systems vs Helion Energy comparison technology approach timeline                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m commercialization\",                                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\"                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Commonwealth Fusion Systems vs Helion Energy comparison technology approach timeline                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercialization', 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://exoswan.com/nuclear-fusion-energy-stocks', 'title': 'Top Nuclear Fusion Energy Stocks 2025: Pure-Play  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Watchlist', 'content': 'Demonstration Plants: Several companies are aiming to demonstrate net-positive energy   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> production outside the lab. For example, Commonwealth Fusion Systems (CFS) aims to achieve net-positive energy  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> by 2025 with their SPARC project\\u200b\\u200b. Helion Energy targets net electricity from fusion with their      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Polaris machine\\u200b. [...] Commonwealth Fusion Systems (CFS) is another frontrunner in the race to            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercialize fusion energy. Spun out of MIT in 2018, CFS has raised over $2 billion from high-profile          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> investors like Bill Gates and Google. Its approach centers on a compact tokamak reactor (a doughnut-shaped      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion device) using powerful high-temperature superconducting (HTS) magnets to confine blazing-hot plasma. In  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2021, CFS’s team proved their magnets work by achieving a record 20-tesla magnetic field, enabling a [...]      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion Energy is a fusion startup with an aggressive timeline and a novel reactor design. Based in Everett,     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Washington, Helion uses a pulsed fusion approach that fires plasma fuel from two ends of a device and collides  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> them at over a million miles per hour. The colliding plasmas fuse into a super-hot blob that expands against    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> magnetic fields, inducing an electric current – which Helion captures directly as electricity. This direct      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> energy conversion (skipping the steam turbine) could be a', 'score': 0.73505294, 'raw_content': None}, {'url':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.nuclearbusiness-platform.com/media/insights/top-3-fusion-energy-players-investments', 'title':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Top 3 Fusion Energy Players: Investments, Partnerships, and the ...', 'content': 'In short, the development of <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion energy is accelerating, driven by TAE Technologies, Helion Energy, and Commonwealth Fusion Systems,      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> which are securing massive investments, forging critical partnerships, and pioneering breakthrough reactor      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> technologies. TAE Technologies is advancing aneutronic fuel-based fusion, Helion Energy is developing modular   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion generators, and Commonwealth Fusion Systems is pushing the boundaries of tokamak-based fusion with       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> high-temperature superconducting [...] The company has an ambitious plan to bring commercial fusion power to    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the grid by 2028, aligning with its agreement with Microsoft. Helion Energy’s commercial strategy focuses on    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the deployment of modular, container-sized fusion generators, which would allow for flexible integration into   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> various energy systems. By strategically partnering with major energy buyers, the company aims to establish a   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> strong market presence for its fusion technology. [...] Helion Energy has established strategic collaborations  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> to accelerate the commercialization of its fusion technology. In May 2023, the company signed a landmark Power  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Purchase Agreement (PPA) with Microsoft, committing to deliver at least 50 megawatts of fusion-generated        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> electricity by 2028. This agreement represents a significant step toward integrating fusion power into the      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> energy grid. Additionally, Helion collaborates with national laboratories and universities to advance research  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> in plasma', 'score': 0.69274646, 'raw_content': None}, {'url':                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://futuretimeline.net/blog/2023/05/11-helion-commercial-fusion-2028.htm', 'title': 'Helion aims for       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercial fusion by 2028 - Future Timeline', 'content': 'plasma physics. The company is headquartered in       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Washington, USA, and is focused on developing a practical, clean, and abundant source of fusion energy. Helion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> is developing a pulsed, non-ignition system to directly recover electricity from plasma, without the need for   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> steam turbines. As shown in the video presentation below, this approach uses a plasma accelerator and involves  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> several stages: Formation – Deuterium and helium-3 fuel is heated to plasma conditions. Magnets confine this    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> plasma in [...] future timeline Since 2013, Helion Energy has progressed through a total of six designs, the    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> most recent being its \"Trenta\" system (pictured above). In 2021, this became the first privately developed      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion reactor prototype to exceed 100 million °C, a temperature threshold needed for commercial operation. The <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> company is now building its seventh prototype – expected to demonstrate electricity production in 2024 – with   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> an eighth in the design stage. Helion is so confident of success that it has [...] just announced an agreement  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> with Microsoft, to provide 50 MW of electricity from fusion by 2028. Baltimore-based company Constellation      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Energy will serve as the power marketer and will manage transmission for the project. The planned operational   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> date for this facility is significantly sooner than typical projections for deployment of commercial fusion,    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> which have tended to place it at 2040 or later. \"This collaboration represents a significant milestone for      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion and the fusion industry as a', 'score': 0.64773196, 'raw_content': None}, {'url':                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://en.wikipedia.org/wiki/Commonwealth_Fusion_Systems', 'title': 'Commonwealth Fusion Systems -            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wikipedia', 'content': 'Commonwealth Fusion Systems (CFS) is an American fusion power company founded in 2018   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> in Cambridge, Massachusetts, after a spin-out \"Spin-off (corporate)\") from the Massachusetts Institute of       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Technology (MIT). Its stated goal is to build a small fusion power plant based on the ARC tokamak design. It    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> has participated in the United States Department of Energy’s INFUSE public-private knowledge innovation scheme, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> with several national labs and universities.\\n\\n## History [...] As of October 2024, SPARC was targeted to      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> begin operations in 2026, with the goal of demonstrating net power (Q &gt; 1) in 2027. CFS also plans to build a   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> power plant based on the ARC design at the beginning of the 2030s. Both SPARC and ARC plan to use               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> deuterium-tritium fuel, which produces helium as a by-product.\\n\\nSPARC is predicted to have a burning plasma   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \"Plasma (physics)\"). That means that the fusion process would be predominantly self-heating.\\n\\n## See          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> also\\n\\nicon\\nicon\\n\\n## References [...] In March 2023, Eni and CFS signed a multi-year agreement to           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> collaborate in obtaining the components and authorizations necessary for the construction of the first SPARC    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> experimental plant, as well as the construction of the first Arc power plant and the identification of          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> countries that may be interested in hosting it.\\n\\nIn May 2023, United States Department of Energy granted the  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> company additional funding along with seven other US companies via the Milestone-Based Fusion Development       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Program.', 'score': 0.5158888, 'raw_content': None}, {'url':                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.aip.org/fyi/after-latest-iter-delay-senators-quiz-fusion-experts-over-commercial-reactor-timelines <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ', 'title': 'After Latest ITER Delay, Senators Quiz Fusion Experts over ...', 'content': 'Fusion research       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> company Helion Energy is “on track to have the first-ever commercially operating fusion plant in 2028” as part  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> of a power purchase agreement  with Microsoft, said Jackie Siebens, director of public affairs at the company.  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Meanwhile, the head of the Department of Energy’s fusion program, Jean Paul Allain, said he believes pilot      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion plants are possible “in the 2030s,” while adding that there are some approaches that could “get there    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> even faster.” [...] The multinational ITER fusion research facility currently under construction in France      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> announced this summer that the facility will not start full operations until 2039  — a four-year delay. Manchin <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> contrasted that news with Helion’s claim that it can field a fusion power plant by 2028, which he said, “almost <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> seems too good to be true.”', 'score': 0.5030035, 'raw_content': None}], 'response_time': 3.18}                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Commonwealth Fusion Systems vs Helion Energy comparison technology approach timeline                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercialization', 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://exoswan.com/nuclear-fusion-energy-stocks', 'title': 'Top Nuclear Fusion Energy Stocks 2025: Pure-Play  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Watchlist', 'content': 'Demonstration Plants: Several companies are aiming to demonstrate net-positive energy   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m production outside the lab. For example, Commonwealth Fusion Systems (CFS) aims to achieve net-positive energy  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m by 2025 with their SPARC project\\u200b\\u200b. Helion Energy targets net electricity from fusion with their      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Polaris machine\\u200b. [...] Commonwealth Fusion Systems (CFS) is another frontrunner in the race to            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercialize fusion energy. Spun out of MIT in 2018, CFS has raised over $2 billion from high-profile          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m investors like Bill Gates and Google. Its approach centers on a compact tokamak reactor (a doughnut-shaped      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion device) using powerful high-temperature superconducting (HTS) magnets to confine blazing-hot plasma. In  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2021, CFS’s team proved their magnets work by achieving a record 20-tesla magnetic field, enabling a [...]      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion Energy is a fusion startup with an aggressive timeline and a novel reactor design. Based in Everett,     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Washington, Helion uses a pulsed fusion approach that fires plasma fuel from two ends of a device and collides  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m them at over a million miles per hour. The colliding plasmas fuse into a super-hot blob that expands against    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m magnetic fields, inducing an electric current – which Helion captures directly as electricity. This direct      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m energy conversion (skipping the steam turbine) could be a', 'score': 0.73505294, 'raw_content': None}, {'url':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.nuclearbusiness-platform.com/media/insights/top-3-fusion-energy-players-investments', 'title':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Top 3 Fusion Energy Players: Investments, Partnerships, and the ...', 'content': 'In short, the development of \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion energy is accelerating, driven by TAE Technologies, Helion Energy, and Commonwealth Fusion Systems,      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m which are securing massive investments, forging critical partnerships, and pioneering breakthrough reactor      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m technologies. TAE Technologies is advancing aneutronic fuel-based fusion, Helion Energy is developing modular   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion generators, and Commonwealth Fusion Systems is pushing the boundaries of tokamak-based fusion with       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m high-temperature superconducting [...] The company has an ambitious plan to bring commercial fusion power to    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the grid by 2028, aligning with its agreement with Microsoft. Helion Energy’s commercial strategy focuses on    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the deployment of modular, container-sized fusion generators, which would allow for flexible integration into   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m various energy systems. By strategically partnering with major energy buyers, the company aims to establish a   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m strong market presence for its fusion technology. [...] Helion Energy has established strategic collaborations  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m to accelerate the commercialization of its fusion technology. In May 2023, the company signed a landmark Power  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Purchase Agreement (PPA) with Microsoft, committing to deliver at least 50 megawatts of fusion-generated        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m electricity by 2028. This agreement represents a significant step toward integrating fusion power into the      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m energy grid. Additionally, Helion collaborates with national laboratories and universities to advance research  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m in plasma', 'score': 0.69274646, 'raw_content': None}, {'url':                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://futuretimeline.net/blog/2023/05/11-helion-commercial-fusion-2028.htm', 'title': 'Helion aims for       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercial fusion by 2028 - Future Timeline', 'content': 'plasma physics. The company is headquartered in       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Washington, USA, and is focused on developing a practical, clean, and abundant source of fusion energy. Helion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m is developing a pulsed, non-ignition system to directly recover electricity from plasma, without the need for   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m steam turbines. As shown in the video presentation below, this approach uses a plasma accelerator and involves  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m several stages: Formation – Deuterium and helium-3 fuel is heated to plasma conditions. Magnets confine this    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m plasma in [...] future timeline Since 2013, Helion Energy has progressed through a total of six designs, the    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m most recent being its \"Trenta\" system (pictured above). In 2021, this became the first privately developed      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion reactor prototype to exceed 100 million °C, a temperature threshold needed for commercial operation. The \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m company is now building its seventh prototype – expected to demonstrate electricity production in 2024 – with   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m an eighth in the design stage. Helion is so confident of success that it has [...] just announced an agreement  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m with Microsoft, to provide 50 MW of electricity from fusion by 2028. Baltimore-based company Constellation      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Energy will serve as the power marketer and will manage transmission for the project. The planned operational   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m date for this facility is significantly sooner than typical projections for deployment of commercial fusion,    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m which have tended to place it at 2040 or later. \"This collaboration represents a significant milestone for      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion and the fusion industry as a', 'score': 0.64773196, 'raw_content': None}, {'url':                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://en.wikipedia.org/wiki/Commonwealth_Fusion_Systems', 'title': 'Commonwealth Fusion Systems -            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wikipedia', 'content': 'Commonwealth Fusion Systems (CFS) is an American fusion power company founded in 2018   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m in Cambridge, Massachusetts, after a spin-out \"Spin-off (corporate)\") from the Massachusetts Institute of       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Technology (MIT). Its stated goal is to build a small fusion power plant based on the ARC tokamak design. It    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m has participated in the United States Department of Energy’s INFUSE public-private knowledge innovation scheme, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m with several national labs and universities.\\n\\n## History [...] As of October 2024, SPARC was targeted to      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m begin operations in 2026, with the goal of demonstrating net power (Q > 1) in 2027. CFS also plans to build a   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m power plant based on the ARC design at the beginning of the 2030s. Both SPARC and ARC plan to use               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m deuterium-tritium fuel, which produces helium as a by-product.\\n\\nSPARC is predicted to have a burning plasma   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \"Plasma (physics)\"). That means that the fusion process would be predominantly self-heating.\\n\\n## See          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m also\\n\\nicon\\nicon\\n\\n## References [...] In March 2023, Eni and CFS signed a multi-year agreement to           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m collaborate in obtaining the components and authorizations necessary for the construction of the first SPARC    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m experimental plant, as well as the construction of the first Arc power plant and the identification of          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m countries that may be interested in hosting it.\\n\\nIn May 2023, United States Department of Energy granted the  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m company additional funding along with seven other US companies via the Milestone-Based Fusion Development       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Program.', 'score': 0.5158888, 'raw_content': None}, {'url':                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.aip.org/fyi/after-latest-iter-delay-senators-quiz-fusion-experts-over-commercial-reactor-timelines \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ', 'title': 'After Latest ITER Delay, Senators Quiz Fusion Experts over ...', 'content': 'Fusion research       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m company Helion Energy is “on track to have the first-ever commercially operating fusion plant in 2028” as part  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m of a power purchase agreement  with Microsoft, said Jackie Siebens, director of public affairs at the company.  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Meanwhile, the head of the Department of Energy’s fusion program, Jean Paul Allain, said he believes pilot      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion plants are possible “in the 2030s,” while adding that there are some approaches that could “get there    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m even faster.” [...] The multinational ITER fusion research facility currently under construction in France      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m announced this summer that the facility will not start full operations until 2039  — a four-year delay. Manchin \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m contrasted that news with Helion’s claim that it can field a fusion power plant by 2028, which he said, “almost \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m seems too good to be true.”', 'score': 0.5030035, 'raw_content': None}], 'response_time': 3.18}                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"FINAL COMPARISON - Commonwealth Fusion Systems vs Helion Energy:\\n\\nFUNDING COMPARISON:\\nCFS: $1.8B <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Series B (2024) + additional $1B+ reported, total &gt;$2B\\nHelion: $425M Series F (Jan 2025), total &gt;$1B, valued   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> at $5.4B\\n\\nTECHNOLOGY APPROACHES:\\nCFS: Tokamak reactor using high-temperature superconducting (HTS) magnets,  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> deuterium-tritium fuel\\nHelion: Pulsed fusion with field-reversed configuration, deuterium-helium-3 fuel,       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> direct electricity conversion (no steam turbines)\\n\\nCOMMERCIALIZATION TIMELINES:\\nCFS: SPARC demo by           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 2026-2027, ARC commercial plant early 2030s\\nHelion: Commercial fusion by 2028 (Microsoft agreement), more      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> aggressive timeline\\n\\nKEY PARTNERSHIPS:\\nCFS: Google (power purchase for first commercial plant), Eni, DOE     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> funding\\nHelion: Microsoft (50MW by 2028), Nucor (2030s plant), Constellation Energy\\n\\nCURRENT STATUS:\\nCFS:   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Building SPARC, 1000+ employees, \\\"most mature\\\" fusion effort\\nHelion: Polaris reactor operational (Jan 2025), <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 7th generation prototype\\n\\nReady to provide comprehensive comparison...\"                                       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"FINAL COMPARISON - Commonwealth Fusion Systems vs Helion Energy:\\n\\nFUNDING COMPARISON:\\nCFS: $1.8B \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Series B (2024) + additional $1B+ reported, total >$2B\\nHelion: $425M Series F (Jan 2025), total >$1B, valued   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m at $5.4B\\n\\nTECHNOLOGY APPROACHES:\\nCFS: Tokamak reactor using high-temperature superconducting (HTS) magnets,  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m deuterium-tritium fuel\\nHelion: Pulsed fusion with field-reversed configuration, deuterium-helium-3 fuel,       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m direct electricity conversion (no steam turbines)\\n\\nCOMMERCIALIZATION TIMELINES:\\nCFS: SPARC demo by           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 2026-2027, ARC commercial plant early 2030s\\nHelion: Commercial fusion by 2028 (Microsoft agreement), more      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m aggressive timeline\\n\\nKEY PARTNERSHIPS:\\nCFS: Google (power purchase for first commercial plant), Eni, DOE     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m funding\\nHelion: Microsoft (50MW by 2028), Nucor (2030s plant), Constellation Energy\\n\\nCURRENT STATUS:\\nCFS:   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Building SPARC, 1000+ employees, \\\"most mature\\\" fusion effort\\nHelion: Polaris reactor operational (Jan 2025), \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 7th generation prototype\\n\\nReady to provide comprehensive comparison...\"                                       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: FINAL COMPARISON - Commonwealth Fusion Systems vs Helion Energy:                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> FUNDING COMPARISON:                                                                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS: $1.8B Series B (2024) + additional $1B+ reported, total &gt;$2B                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion: $425M Series F (Jan 2025), total &gt;$1B, valued at $5.4B                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> TECHNOLOGY APPROACHES:                                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS: Tokamak reactor using high-temperature superconducting (HTS) magnets, deuterium-tritium fuel               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion: Pulsed fusion with field-reversed configuration, deuterium-helium-3 fuel, direct electricity conversion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> (no steam turbines)                                                                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> COMMERCIALIZATION TIMELINES:                                                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS: SPARC demo by 2026-2027, ARC commercial plant early 2030s                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion: Commercial fusion by 2028 (Microsoft agreement), more aggressive timeline                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> KEY PARTNERSHIPS:                                                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS: Google (power purchase for first commercial plant), Eni, DOE funding                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion: Microsoft (50MW by 2028), Nucor (2030s plant), Constellation Energy                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CURRENT STATUS:                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS: Building SPARC, 1000+ employees, \"most mature\" fusion effort                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion: Polaris reactor operational (Jan 2025), 7th generation prototype                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Ready to provide comprehensive comparison...                                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: FINAL COMPARISON - Commonwealth Fusion Systems vs Helion Energy:                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m FUNDING COMPARISON:                                                                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS: $1.8B Series B (2024) + additional $1B+ reported, total >$2B                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion: $425M Series F (Jan 2025), total >$1B, valued at $5.4B                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m TECHNOLOGY APPROACHES:                                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS: Tokamak reactor using high-temperature superconducting (HTS) magnets, deuterium-tritium fuel               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion: Pulsed fusion with field-reversed configuration, deuterium-helium-3 fuel, direct electricity conversion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m (no steam turbines)                                                                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m COMMERCIALIZATION TIMELINES:                                                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS: SPARC demo by 2026-2027, ARC commercial plant early 2030s                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion: Commercial fusion by 2028 (Microsoft agreement), more aggressive timeline                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m KEY PARTNERSHIPS:                                                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS: Google (power purchase for first commercial plant), Eni, DOE funding                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion: Microsoft (50MW by 2028), Nucor (2030s plant), Constellation Energy                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CURRENT STATUS:                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS: Building SPARC, 1000+ employees, \"most mature\" fusion effort                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion: Polaris reactor operational (Jan 2025), 7th generation prototype                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Ready to provide comprehensive comparison...                                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Based on my research, here's a comprehensive comparison of the funding rounds and recent developments of        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Commonwealth Fusion Systems (CFS) vs Helion Energy:                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## **Funding Comparison**                                                                                       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Commonwealth Fusion Systems**                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Latest Round**: $1.8 billion Series B (2024)                                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Total Funding**: Over $2 billion (with reports of additional $1+ billion raised)                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Key Investors**: Tiger Global Management (lead), Bill Gates, Google, Coatue, DFJ Growth, Emerson            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Collective, Footprint Coalition, JIMCO Technology Fund, John Doerr, Marc Benioff's TIME Ventures, Senator       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Investment Group                                                                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Government Support**: DOE Milestone-Based Fusion Development Program funding (May 2023)                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Helion Energy**                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Latest Round**: $425 million Series F (January 28, 2025)                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Valuation**: $5.4 billion                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Total Funding**: Over $1 billion                                                                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Key Investors**: Lightspeed Venture Partners, SoftBank Vision Fund 2 (new), Sam Altman, Mithril Capital,    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Capricorn Investment Group, Dustin Moskovitz, Good Ventures, Nucor Corp                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Strategic Investment**: $35 million from Nucor (September 2023)                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## **Technology Approaches**                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Commonwealth Fusion Systems**                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Technology**: Compact tokamak reactor design                                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Key Innovation**: High-temperature superconducting (HTS) magnets (achieved record 20-tesla magnetic field)  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Fuel**: Deuterium-tritium                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Approach**: Traditional steam turbine electricity generation                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Helion Energy**                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Technology**: Pulsed fusion with field-reversed configuration                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Key Innovation**: Direct electricity conversion (bypasses steam turbines)                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Fuel**: Deuterium-helium-3                                                                                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Approach**: Plasma collision at 1+ million mph, direct current capture                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## **Recent Developments &amp; Milestones**                                                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Commonwealth Fusion Systems**                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Google Partnership** (June 2025): Google will purchase half the output of CFS's first commercial power      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> plant                                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **SPARC Progress**: Building world's first commercially relevant net energy fusion machine                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Team Growth**: Over 1,000 employees                                                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Timeline**: SPARC operations by 2026, net power demonstration by 2027, ARC commercial plant early 2030s     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Helion Energy**                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Microsoft Deal**: Power purchase agreement for 50MW by 2028 (signed 2023)                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Polaris Reactor**: 7th generation prototype began operations January 2025, expected to be first to generate <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> electricity from fusion                                                                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Temperature Achievement**: Trenta prototype exceeded 100 million°C in 2021                                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Timeline**: Commercial fusion by 2028 (most aggressive in industry)                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## **Key Differences**                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 1. **Funding Scale**: CFS has raised significantly more total capital ($2B+ vs $1B+)                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 2. **Commercialization Timeline**: Helion targets 2028 vs CFS's early 2030s                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 3. **Technology Philosophy**: CFS uses proven tokamak approach; Helion uses novel pulsed fusion                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 4. **Market Positioning**: CFS described as \"most mature\" effort; Helion has more aggressive timeline           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 5. **Customer Commitments**: Both have major tech company partnerships (Google vs Microsoft)                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Both companies represent the leading edge of private fusion development, with CFS taking a more                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> capital-intensive, traditional approach while Helion pursues a faster, more innovative path to                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> commercialization.                                                                                              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Based on my research, here's a comprehensive comparison of the funding rounds and recent developments of        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Commonwealth Fusion Systems (CFS) vs Helion Energy:                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## **Funding Comparison**                                                                                       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Commonwealth Fusion Systems**                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Latest Round**: $1.8 billion Series B (2024)                                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Total Funding**: Over $2 billion (with reports of additional $1+ billion raised)                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Key Investors**: Tiger Global Management (lead), Bill Gates, Google, Coatue, DFJ Growth, Emerson            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Collective, Footprint Coalition, JIMCO Technology Fund, John Doerr, Marc Benioff's TIME Ventures, Senator       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Investment Group                                                                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Government Support**: DOE Milestone-Based Fusion Development Program funding (May 2023)                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Helion Energy**                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Latest Round**: $425 million Series F (January 28, 2025)                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Valuation**: $5.4 billion                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Total Funding**: Over $1 billion                                                                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Key Investors**: Lightspeed Venture Partners, SoftBank Vision Fund 2 (new), Sam Altman, Mithril Capital,    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Capricorn Investment Group, Dustin Moskovitz, Good Ventures, Nucor Corp                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Strategic Investment**: $35 million from Nucor (September 2023)                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## **Technology Approaches**                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Commonwealth Fusion Systems**                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Technology**: Compact tokamak reactor design                                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Key Innovation**: High-temperature superconducting (HTS) magnets (achieved record 20-tesla magnetic field)  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Fuel**: Deuterium-tritium                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Approach**: Traditional steam turbine electricity generation                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Helion Energy**                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Technology**: Pulsed fusion with field-reversed configuration                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Key Innovation**: Direct electricity conversion (bypasses steam turbines)                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Fuel**: Deuterium-helium-3                                                                                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Approach**: Plasma collision at 1+ million mph, direct current capture                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## **Recent Developments & Milestones**                                                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Commonwealth Fusion Systems**                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Google Partnership** (June 2025): Google will purchase half the output of CFS's first commercial power      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m plant                                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **SPARC Progress**: Building world's first commercially relevant net energy fusion machine                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Team Growth**: Over 1,000 employees                                                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Timeline**: SPARC operations by 2026, net power demonstration by 2027, ARC commercial plant early 2030s     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Helion Energy**                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Microsoft Deal**: Power purchase agreement for 50MW by 2028 (signed 2023)                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Polaris Reactor**: 7th generation prototype began operations January 2025, expected to be first to generate \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m electricity from fusion                                                                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Temperature Achievement**: Trenta prototype exceeded 100 million°C in 2021                                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Timeline**: Commercial fusion by 2028 (most aggressive in industry)                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## **Key Differences**                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 1. **Funding Scale**: CFS has raised significantly more total capital ($2B+ vs $1B+)                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 2. **Commercialization Timeline**: Helion targets 2028 vs CFS's early 2030s                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 3. **Technology Philosophy**: CFS uses proven tokamak approach; Helion uses novel pulsed fusion                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 4. **Market Positioning**: CFS described as \"most mature\" effort; Helion has more aggressive timeline           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 5. **Customer Commitments**: Both have major tech company partnerships (Google vs Microsoft)                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Both companies represent the leading edge of private fusion development, with CFS taking a more                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m capital-intensive, traditional approach while Helion pursues a faster, more innovative path to                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m commercialization.                                                                                              \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Research request \n",
    "from langchain_core.messages import HumanMessage\n",
    "query = \"Comparae the funding rounds and recent developments of Commonwealth Fusion Systems vs Helion Energy.\"\n",
    "state = agent.invoke({\"messages\": [HumanMessage(content=query)]})\n",
    "\n",
    "from utils import format_messages\n",
    "format_messages(state['messages'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Scratchpad:</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n",
       "\u001b[1;32mScratchpad:\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">FINAL COMPARISON - Commonwealth Fusion Systems vs Helion Energy:                                                   \n",
       "\n",
       "FUNDING COMPARISON: CFS: $1.8B Series B (2024) + additional $1B+ reported, total &gt;$2B Helion: $425M Series F (Jan  \n",
       "2025), total &gt;$1B, valued at $5.4B                                                                                 \n",
       "\n",
       "TECHNOLOGY APPROACHES: CFS: Tokamak reactor using high-temperature superconducting (HTS) magnets, deuterium-tritium\n",
       "fuel Helion: Pulsed fusion with field-reversed configuration, deuterium-helium-3 fuel, direct electricity          \n",
       "conversion (no steam turbines)                                                                                     \n",
       "\n",
       "COMMERCIALIZATION TIMELINES: CFS: SPARC demo by 2026-2027, ARC commercial plant early 2030s Helion: Commercial     \n",
       "fusion by 2028 (Microsoft agreement), more aggressive timeline                                                     \n",
       "\n",
       "KEY PARTNERSHIPS: CFS: Google (power purchase for first commercial plant), Eni, DOE funding Helion: Microsoft (50MW\n",
       "by 2028), Nucor (2030s plant), Constellation Energy                                                                \n",
       "\n",
       "CURRENT STATUS: CFS: Building SPARC, 1000+ employees, \"most mature\" fusion effort Helion: Polaris reactor          \n",
       "operational (Jan 2025), 7th generation prototype                                                                   \n",
       "\n",
       "Ready to provide comprehensive comparison...                                                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "FINAL COMPARISON - Commonwealth Fusion Systems vs Helion Energy:                                                   \n",
       "\n",
       "FUNDING COMPARISON: CFS: $1.8B Series B (2024) + additional $1B+ reported, total >$2B Helion: $425M Series F (Jan  \n",
       "2025), total >$1B, valued at $5.4B                                                                                 \n",
       "\n",
       "TECHNOLOGY APPROACHES: CFS: Tokamak reactor using high-temperature superconducting (HTS) magnets, deuterium-tritium\n",
       "fuel Helion: Pulsed fusion with field-reversed configuration, deuterium-helium-3 fuel, direct electricity          \n",
       "conversion (no steam turbines)                                                                                     \n",
       "\n",
       "COMMERCIALIZATION TIMELINES: CFS: SPARC demo by 2026-2027, ARC commercial plant early 2030s Helion: Commercial     \n",
       "fusion by 2028 (Microsoft agreement), more aggressive timeline                                                     \n",
       "\n",
       "KEY PARTNERSHIPS: CFS: Google (power purchase for first commercial plant), Eni, DOE funding Helion: Microsoft (50MW\n",
       "by 2028), Nucor (2030s plant), Constellation Energy                                                                \n",
       "\n",
       "CURRENT STATUS: CFS: Building SPARC, 1000+ employees, \"most mature\" fusion effort Helion: Polaris reactor          \n",
       "operational (Jan 2025), 7th generation prototype                                                                   \n",
       "\n",
       "Ready to provide comprehensive comparison...                                                                       \n"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from rich.console import Console\n",
    "from rich.pretty import pprint\n",
    "console = Console()\n",
    "console.print(\"\\n[bold green]Scratchpad:[/bold green]\")\n",
    "from rich.markdown import Markdown\n",
    "Markdown(state['scratchpad'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Looking at the [trace](https://smith.langchain.com/public/f1fafe70-0452-47fa-9f4d-f23c92e4dee4/r), we can see that the agent perform iterative updating of the scratchpad:\n",
    "\n",
    "* This serves as a [\"think\" step](https://www.anthropic.com/engineering/claude-think-tool) for the agent, as discussed by Anthropic.\n",
    "* Also, we see iterative updating of the scratchpad, which had the [\"recitation\" benefit](https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus) described by Manus. \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Context Offloading via LangGraph memory\n",
    "\n",
    "LangGraph has a number of primitives to support memory. The first is checkpointing. Checkpointing saves the state of your graph at each step to a [thread](https://langchain-ai.github.io/langgraph/concepts/persistence/). Each thread is referenced by a unique identifier and typically represents a single interaction with an agent. It it analogous to a single \"chat thread\" with ChatGPT, for example.\n",
    "\n",
    "LangGraph’s long-term memory allows you to persist specific context *across threads* with your agent. It is flexible, allowing you to save [individual files](https://langchain-ai.github.io/langgraph/concepts/memory/#profile) (e.g., a user profile) or [collections](https://langchain-ai.github.io/langgraph/concepts/memory/#collection) of memories. \n",
    "\n",
    "LangGraph’s long-term memory uses the [BaseStore](https://langchain-ai.github.io/langgraph/reference/store/) interface, which is a key-value store. It can be use in memory, as we show below in this notebook. It also can be used with [LangGraph Platform deployments](https://langchain-ai.github.io/langgraph/concepts/persistence/#langgraph-platform).\n",
    "\n",
    "Let's create an `InMemoryStore` for use across a few different sessions in our notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "from langgraph.store.memory import InMemoryStore\n",
    "\n",
    "# Initialize the in-memory store for long-term memory\n",
    "store = InMemoryStore()\n",
    "\n",
    "# Define namespace as a tuple (user_id, application_context)\n",
    "namespace = (\"rlm\", \"scratchpad\")\n",
    "\n",
    "# Write context as a key-value pair to the namespace\n",
    "store.put(\n",
    "    namespace,                             # namespace for organizing data\n",
    "    \"scratchpad\",                          # key for this specific piece of data\n",
    "    {\"scratchpad\": \"Research project on renewable energy adoption in developing countries. Key areas to track: policy frameworks, technology barriers, financing mechanisms, and success stories from pilot programs.\"}\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll talk more about selecting context from the namespace in the next notebook.\n",
    "\n",
    "For now, we can just use the [search](https://langchain-ai.github.io/langgraph/reference/store/#langgraph.store.base.BaseStore.search) to view items within a namespace and see that we wrote to it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Retrieved Context from Memory:</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n",
       "\u001b[1;32mRetrieved Context from Memory:\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\">Item</span><span style=\"font-weight: bold\">(</span><span style=\"color: #808000; text-decoration-color: #808000\">namespace</span>=<span style=\"font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">'rlm'</span>, <span style=\"color: #008000; text-decoration-color: #008000\">'scratchpad'</span><span style=\"font-weight: bold\">]</span>, <span style=\"color: #808000; text-decoration-color: #808000\">key</span>=<span style=\"color: #008000; text-decoration-color: #008000\">'scratchpad'</span>, <span style=\"color: #808000; text-decoration-color: #808000\">value</span>=<span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'scratchpad'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'Research project on renewable energy adoption in developing countries. Key areas to track: policy frameworks, technology barriers, financing mechanisms, and success stories from pilot programs.'</span><span style=\"font-weight: bold\">}</span>, <span style=\"color: #808000; text-decoration-color: #808000\">created_at</span>=<span style=\"color: #008000; text-decoration-color: #008000\">'2025-07-21T19:20:56.445883+00:00'</span>, <span style=\"color: #808000; text-decoration-color: #808000\">updated_at</span>=<span style=\"color: #008000; text-decoration-color: #008000\">'2025-07-21T19:20:56.445884+00:00'</span><span style=\"font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;35mItem\u001b[0m\u001b[1m(\u001b[0m\u001b[33mnamespace\u001b[0m=\u001b[1m[\u001b[0m\u001b[32m'rlm'\u001b[0m, \u001b[32m'scratchpad'\u001b[0m\u001b[1m]\u001b[0m, \u001b[33mkey\u001b[0m=\u001b[32m'scratchpad'\u001b[0m, \u001b[33mvalue\u001b[0m=\u001b[1m{\u001b[0m\u001b[32m'scratchpad'\u001b[0m: \u001b[32m'Research project on renewable energy adoption in developing countries. Key areas to track: policy frameworks, technology barriers, financing mechanisms, and success stories from pilot programs.'\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mcreated_at\u001b[0m=\u001b[32m'2025-07-21T19:20:56.445883+00:00'\u001b[0m, \u001b[33mupdated_at\u001b[0m=\u001b[32m'2025-07-21T19:20:56.445884+00:00'\u001b[0m\u001b[1m)\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "scratchpad = store.get(\n",
    "    namespace,                             # namespace for organizing data\n",
    "    \"scratchpad\",                          # key for this specific piece of dat\n",
    ")\n",
    "\n",
    "# Initialize console for rich formatting\n",
    "console = Console()\n",
    "\n",
    "# Display the retrieved context\n",
    "console.print(\"\\n[bold green]Retrieved Context from Memory:[/bold green]\")\n",
    "pprint(scratchpad)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's just embed what we did inside a LangGraph workflow.\n",
    "\n",
    "We compile our workflow with two arguments: \n",
    "\n",
    "* `checkpointer`: Save graph state at each step to a thread \n",
    "* `store`: Persist context across threads"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Import organization: Additional components for persistent memory\n",
    "from langgraph.store.base import BaseStore\n",
    "from langgraph.checkpoint.memory import InMemorySaver\n",
    "\n",
    "def tool_node_persistent(state: ScratchpadState, store: BaseStore) -> dict:\n",
    "    \"\"\"Execute tool calls with persistent memory storage across threads.\n",
    "    \n",
    "    This version of the tool node uses LangGraph's persistent store to\n",
    "    maintain scratchpad data across different conversation threads, enabling\n",
    "    true long-term memory functionality.\n",
    "    \n",
    "    Args:\n",
    "        state: Current conversation state with tool calls\n",
    "        store: Persistent store for cross-thread memory\n",
    "        \n",
    "    Returns:\n",
    "        Dictionary with tool results\n",
    "    \"\"\"\n",
    "    result = []\n",
    "    for tool_call in state[\"messages\"][-1].tool_calls:\n",
    "        tool = tools_by_name[tool_call[\"name\"]]\n",
    "        observation = tool.invoke(tool_call[\"args\"])\n",
    "        \n",
    "        if tool_call[\"name\"] == \"WriteToScratchpad\":\n",
    "            # Save to persistent store for cross-thread access\n",
    "            notes = observation.notes\n",
    "            result.append(ToolMessage(content=f\"Wrote to scratchpad: {notes}\", tool_call_id=tool_call[\"id\"]))\n",
    "            store.put(namespace, \"scratchpad\", {\"scratchpad\": notes})\n",
    "            update = {\"messages\": result}\n",
    "            \n",
    "        elif tool_call[\"name\"] == \"ReadFromScratchpad\":\n",
    "            # Retrieve from persistent store across threads\n",
    "            stored_data = store.get(namespace, \"scratchpad\")\n",
    "            notes = stored_data.value[\"scratchpad\"] if stored_data else \"No notes found\"\n",
    "            result.append(ToolMessage(content=f\"Notes from scratchpad: {notes}\", tool_call_id=tool_call[\"id\"]))\n",
    "            update = {\"messages\": result}\n",
    "            \n",
    "        elif tool_call[\"name\"] == \"tavily_search\":\n",
    "            # Write search tool observation to messages\n",
    "            result.append(ToolMessage(content=observation, tool_call_id=tool_call[\"id\"]))\n",
    "            update = {\"messages\": result}\n",
    "\n",
    "    return update\n",
    "\n",
    "# Build persistent memory workflow - enhanced version of the previous workflow\n",
    "agent_builder_persistent = StateGraph(ScratchpadState)\n",
    "\n",
    "# Add nodes (reusing llm_call, but with persistent tool node)\n",
    "agent_builder_persistent.add_node(\"llm_call\", llm_call)\n",
    "agent_builder_persistent.add_node(\"tool_node\", tool_node_persistent)\n",
    "\n",
    "# Define workflow edges (same structure as basic version)\n",
    "agent_builder_persistent.add_edge(START, \"llm_call\")\n",
    "agent_builder_persistent.add_conditional_edges(\"llm_call\", should_continue, {\"tool_node\": \"tool_node\", END: END})\n",
    "agent_builder_persistent.add_edge(\"tool_node\", \"llm_call\")\n",
    "\n",
    "# Compile with checkpointer for thread-based state persistence\n",
    "checkpointer = InMemorySaver()\n",
    "\n",
    "# Initialize persistent memory storage component\n",
    "memory_store = InMemoryStore()\n",
    "\n",
    "# Compile with both checkpointer (for thread persistence) and store (for cross-thread memory)\n",
    "agent = agent_builder_persistent.compile(checkpointer=checkpointer, store=memory_store)\n",
    "\n",
    "# Display the enhanced workflow graph\n",
    "display(Image(agent.get_graph(xray=True).draw_mermaid_png()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">Workflow Result (Thread </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">) - Kick Off Research:</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n",
       "\u001b[1;36mWorkflow Result \u001b[0m\u001b[1;36m(\u001b[0m\u001b[1;36mThread \u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;36m)\u001b[0m\u001b[1;36m - Kick Off Research:\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #000080; text-decoration-color: #000080\">╭─────────────────────────────────────────────────── 🧑 Human ────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #000080; text-decoration-color: #000080\">│</span> Can you search for funding rounds and recent developments of Commonwealth Fusion Systems?                       <span style=\"color: #000080; text-decoration-color: #000080\">│</span>\n",
       "<span style=\"color: #000080; text-decoration-color: #000080\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[34m╭─\u001b[0m\u001b[34m──────────────────────────────────────────────────\u001b[0m\u001b[34m 🧑 Human \u001b[0m\u001b[34m───────────────────────────────────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
       "\u001b[34m│\u001b[0m Can you search for funding rounds and recent developments of Commonwealth Fusion Systems?                       \u001b[34m│\u001b[0m\n",
       "\u001b[34m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> I'll help you research funding rounds and recent developments for Commonwealth Fusion Systems. Let me start by  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> checking my scratchpad and then conducting a comprehensive search.                                              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: ReadFromScratchpad                                                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"reasoning\": \"Checking if I have any previous research on Commonwealth Fusion Systems or fusion energy        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> companies that could inform my research plan\"                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m I'll help you research funding rounds and recent developments for Commonwealth Fusion Systems. Let me start by  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m checking my scratchpad and then conducting a comprehensive search.                                              \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: ReadFromScratchpad                                                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"reasoning\": \"Checking if I have any previous research on Commonwealth Fusion Systems or fusion energy        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m companies that could inform my research plan\"                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Notes from scratchpad: No notes found                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Notes from scratchpad: No notes found                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"Research Plan: Commonwealth Fusion Systems (CFS) - Funding and Recent Developments\\n\\nCompany       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Background:\\n- CFS is a nuclear fusion energy company spun out of MIT\\n- Focus on developing commercial fusion  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> power using high-temperature superconducting magnets\\n- Working on SPARC tokamak reactor and ARC commercial     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> reactor\\n\\nResearch Objectives:\\n1. Recent funding rounds (2023-2024)\\n   - Series B, C, or later funding\\n   - <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Investment amounts and valuations\\n   - Key investors and strategic partners\\n\\n2. Recent developments          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> (2023-2024)\\n   - Technical milestones and breakthroughs\\n   - Facility expansions or new locations\\n   -       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Partnerships and collaborations\\n   - Regulatory approvals or permits\\n   - Executive changes or key            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> hires\\n\\n3. Market context\\n   - Competition in fusion energy space\\n   - Industry trends and government        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> support\\n\\nSearch Strategy:\\n- Start with recent funding news\\n- Follow with general company developments\\n-    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Look for technical achievements and milestones\"                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"Research Plan: Commonwealth Fusion Systems (CFS) - Funding and Recent Developments\\n\\nCompany       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Background:\\n- CFS is a nuclear fusion energy company spun out of MIT\\n- Focus on developing commercial fusion  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m power using high-temperature superconducting magnets\\n- Working on SPARC tokamak reactor and ARC commercial     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m reactor\\n\\nResearch Objectives:\\n1. Recent funding rounds (2023-2024)\\n   - Series B, C, or later funding\\n   - \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Investment amounts and valuations\\n   - Key investors and strategic partners\\n\\n2. Recent developments          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m (2023-2024)\\n   - Technical milestones and breakthroughs\\n   - Facility expansions or new locations\\n   -       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Partnerships and collaborations\\n   - Regulatory approvals or permits\\n   - Executive changes or key            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m hires\\n\\n3. Market context\\n   - Competition in fusion energy space\\n   - Industry trends and government        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m support\\n\\nSearch Strategy:\\n- Start with recent funding news\\n- Follow with general company developments\\n-    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Look for technical achievements and milestones\"                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: Research Plan: Commonwealth Fusion Systems (CFS) - Funding and Recent Developments         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Company Background:                                                                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - CFS is a nuclear fusion energy company spun out of MIT                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Focus on developing commercial fusion power using high-temperature superconducting magnets                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Working on SPARC tokamak reactor and ARC commercial reactor                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Research Objectives:                                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 1. Recent funding rounds (2023-2024)                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Series B, C, or later funding                                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Investment amounts and valuations                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Key investors and strategic partners                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2. Recent developments (2023-2024)                                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Technical milestones and breakthroughs                                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Facility expansions or new locations                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Partnerships and collaborations                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Regulatory approvals or permits                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Executive changes or key hires                                                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 3. Market context                                                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Competition in fusion energy space                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Industry trends and government support                                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Search Strategy:                                                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Start with recent funding news                                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Follow with general company developments                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Look for technical achievements and milestones                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: Research Plan: Commonwealth Fusion Systems (CFS) - Funding and Recent Developments         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Company Background:                                                                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - CFS is a nuclear fusion energy company spun out of MIT                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Focus on developing commercial fusion power using high-temperature superconducting magnets                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Working on SPARC tokamak reactor and ARC commercial reactor                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Research Objectives:                                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 1. Recent funding rounds (2023-2024)                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Series B, C, or later funding                                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Investment amounts and valuations                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Key investors and strategic partners                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2. Recent developments (2023-2024)                                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Technical milestones and breakthroughs                                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Facility expansions or new locations                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Partnerships and collaborations                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Regulatory approvals or permits                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Executive changes or key hires                                                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 3. Market context                                                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Competition in fusion energy space                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Industry trends and government support                                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Search Strategy:                                                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Start with recent funding news                                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Follow with general company developments                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Look for technical achievements and milestones                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Now let me search for recent funding information about Commonwealth Fusion Systems:                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Commonwealth Fusion Systems funding round investment 2024 2023 Series B Series C\",                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\",                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"topic\": \"finance\",                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"time_range\": \"year\"                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Now let me search for recent funding information about Commonwealth Fusion Systems:                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Commonwealth Fusion Systems funding round investment 2024 2023 Series B Series C\",                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\",                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"topic\": \"finance\",                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"time_range\": \"year\"                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Commonwealth Fusion Systems funding round investment 2024 2023 Series B Series C',                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.fusionenergybase.com/organizations/commonwealth-fusion-systems', 'title': 'Commonwealth Fusion     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems (CFS) | Fusion Energy Base', 'content': 'AnnouncementSeries A\\n\\nFunding Received                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> (Nondilutive)\\n==============================\\n\\n### September 27, 2024\\n\\nprogram                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CHADWICK\\n\\n$2,500,000\\n\\nFundersAdvanced Research Projects Agency-Energy (ARPA-E)\\n\\nAnnouncementCHADWICK:     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Co-Optimization of an Integral, Layered Materials Solution for Compact Tokamak Vessels\\n\\n### August 8,         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2024\\n\\nprogram INFUSE\\n\\nFundersFusion Energy Sciences (FES)\\n\\nAnnouncementINFUSE: Elemental Analysis of      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fluoride Molten Salt Using Laser Induced Breakdown Spectroscopy (LIBS) [...] Supply Chain                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Offerings\\n======================\\n\\nSupply chain category\\n\\nHigh Temperature Superconductor (HTS)             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Magnets\\n\\nProjects Supplied\\n=================\\n\\n### WHAM 2024 - Present Supply Chain Category High           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Temperature Superconductor (HTS) Magnets Description[Commonwealth Fusion Systems has provided two HTS magnets   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> for the WHAM experiment. These are the strongest magnets ever used in a magnetic mirror                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> configuration.](\\n\\nFunding Received (Investment)\\n============================= [...] ### August 8,            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2024\\n\\nprogram INFUSE\\n\\nFundersFusion Energy Sciences (FES)\\n\\nAnnouncementINFUSE: SOLPS-derived separatrix   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> operating space scalings for informing power exhaust scenarios\\n\\n### July 25, 2023\\n\\nprogram                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> INFUSE\\n\\nFundersFusion Energy Sciences (FES)\\n\\nAnnouncementINFUSE: Informing ARC divertor design and plasma   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> facing material selection through integrated modeling\\n\\n### July 25, 2023\\n\\nprogram INFUSE\\n\\nFundersFusion   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Energy Sciences (FES)', 'score': 0.7395922, 'raw_content': None}, {'url':                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] Temporal Raises $146M Series C to Power the Future of Durable Applications - Temporalr/tomorrowsworld•1   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> mo. ago r/tomorrowsworld \\nThe future of the world\\n\\n  \\n\\n4.8K Members Online    ### Temporal Raises $146M    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Series C to Power the Future of Durable Applications - Temporal  Image 84: r/tomorrowsworld - Temporal Raises   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> $146M Series C to Power the Future of Durable Applications - Temporalgoogle    1 upvote', 'score': 0.57035583,  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url': 'https://neutronbytes.com/2025/07/20/china-takes-the-lead-in-fusion-energy/',     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'China Takes the Lead in Fusion Energy | Neutron Bytes', 'content': 'Commonwealth Fusion               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems\\n\\nCommonwealth Fusion Systems has raised over $2 billion in funding, the most of any fusion company in <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the US. Investors include Google, Temasek Holdings (Pvt.) Ltd., Eni, and Bill Gates. CFS emerged from the       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Massachusetts Institute of Technology’s Plasma Science and Fusion Center and continues collaborating with MIT,  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> providing privileged access to top research institutions and national laboratories. [...] According to S&amp;P      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Global, as of July 2025 the top three companies by investment in the fusion space are Commonwealth Fusion       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems (CFS), TAE Technologies and Helion. Located in Cambridge, MA. Despite having cumulatively raised        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> billions in investments, these firms will need billions more to build and test their first prototypes to        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> convince investors and potential customers that the commercial version will work as advertised. In summary      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> global funding for fusion startups exceeds $7.1 billion', 'score': 0.5356092, 'raw_content': None}, {'url':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.youtube.com/watch?v=4WCLcmjFYiw&amp;pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems (December 2024)', 'content': \"Commonwealth Fusion Systems is the world’s leading and largest private    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion company. The company’s marquee fusion project, SPARC, will generate net energy, paving the way for       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> limitless carbon-free energy through the world's first grid-relevant fusion energy power plant, ARC. The        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> company has raised more than $2 billion in capital since it was founded in 2018.\\n\\nFollow along as we push     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> forward to delivering fusion energy to power the world’s energy transition. #fusionenergy [...] 2024 was a big  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> year for CFS. Stay tuned as SPARC’s fusion hardware comes together in                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2025.\\n------------------------------------------------------------------------------------ [...] that makes    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the pulsed magnets. We're starting to put together\\nthe first of the poloidal field magnets. The model coil,    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> that shows\\nall the technology works, that was tested\\nand it performed flawlessly. That was the last           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> outstanding\\nbig piece of technology demonstration that we needed for SPARC.\\nAnd it's now done. The SPARC      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Facility is really turning into a hub of activity. Assembling equipment,\", 'score': 0.53385985, 'raw_content':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> None}, {'url':                                                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-to-build-worlds-first-commercial-fusion-power-pl <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ant-in-virginia/', 'title': \"Commonwealth Fusion Systems to Build World's First Commercial ...\", 'content':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Devens, Massachusetts (Dec. 17, 2024) – Commonwealth Fusion Systems (CFS), the largest private fusion company, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> today announced that it will build the world’s first grid-scale commercial fusion power plant at the James      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> River Industrial Park in Chesterfield County, Virginia. [...] 12.17.2024\\nCommonwealth Fusion Systems to Build  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> World’s First Commercial Fusion Power Plant in                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Virginia\\n============================================================================================\\n\\nImage <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 1: CFS ARC Power Plant viewed from the front', 'score': 0.3965594, 'raw_content': None}], 'response_time':      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 1.89}                                                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Commonwealth Fusion Systems funding round investment 2024 2023 Series B Series C',                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.fusionenergybase.com/organizations/commonwealth-fusion-systems', 'title': 'Commonwealth Fusion     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems (CFS) | Fusion Energy Base', 'content': 'AnnouncementSeries A\\n\\nFunding Received                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m (Nondilutive)\\n==============================\\n\\n### September 27, 2024\\n\\nprogram                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CHADWICK\\n\\n$2,500,000\\n\\nFundersAdvanced Research Projects Agency-Energy (ARPA-E)\\n\\nAnnouncementCHADWICK:     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Co-Optimization of an Integral, Layered Materials Solution for Compact Tokamak Vessels\\n\\n### August 8,         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2024\\n\\nprogram INFUSE\\n\\nFundersFusion Energy Sciences (FES)\\n\\nAnnouncementINFUSE: Elemental Analysis of      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fluoride Molten Salt Using Laser Induced Breakdown Spectroscopy (LIBS) [...] Supply Chain                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Offerings\\n======================\\n\\nSupply chain category\\n\\nHigh Temperature Superconductor (HTS)             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Magnets\\n\\nProjects Supplied\\n=================\\n\\n### WHAM 2024 - Present Supply Chain Category High           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Temperature Superconductor (HTS) Magnets Description[Commonwealth Fusion Systems has provided two HTS magnets   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m for the WHAM experiment. These are the strongest magnets ever used in a magnetic mirror                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m configuration.](\\n\\nFunding Received (Investment)\\n============================= [...] ### August 8,            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2024\\n\\nprogram INFUSE\\n\\nFundersFusion Energy Sciences (FES)\\n\\nAnnouncementINFUSE: SOLPS-derived separatrix   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m operating space scalings for informing power exhaust scenarios\\n\\n### July 25, 2023\\n\\nprogram                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m INFUSE\\n\\nFundersFusion Energy Sciences (FES)\\n\\nAnnouncementINFUSE: Informing ARC divertor design and plasma   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m facing material selection through integrated modeling\\n\\n### July 25, 2023\\n\\nprogram INFUSE\\n\\nFundersFusion   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Energy Sciences (FES)', 'score': 0.7395922, 'raw_content': None}, {'url':                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] Temporal Raises $146M Series C to Power the Future of Durable Applications - Temporalr/tomorrowsworld•1   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m mo. ago r/tomorrowsworld \\nThe future of the world\\n\\n  \\n\\n4.8K Members Online    ### Temporal Raises $146M    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Series C to Power the Future of Durable Applications - Temporal  Image 84: r/tomorrowsworld - Temporal Raises   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m $146M Series C to Power the Future of Durable Applications - Temporalgoogle    1 upvote', 'score': 0.57035583,  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url': 'https://neutronbytes.com/2025/07/20/china-takes-the-lead-in-fusion-energy/',     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'China Takes the Lead in Fusion Energy | Neutron Bytes', 'content': 'Commonwealth Fusion               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems\\n\\nCommonwealth Fusion Systems has raised over $2 billion in funding, the most of any fusion company in \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the US. Investors include Google, Temasek Holdings (Pvt.) Ltd., Eni, and Bill Gates. CFS emerged from the       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Massachusetts Institute of Technology’s Plasma Science and Fusion Center and continues collaborating with MIT,  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m providing privileged access to top research institutions and national laboratories. [...] According to S&P      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Global, as of July 2025 the top three companies by investment in the fusion space are Commonwealth Fusion       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems (CFS), TAE Technologies and Helion. Located in Cambridge, MA. Despite having cumulatively raised        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m billions in investments, these firms will need billions more to build and test their first prototypes to        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m convince investors and potential customers that the commercial version will work as advertised. In summary      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m global funding for fusion startups exceeds $7.1 billion', 'score': 0.5356092, 'raw_content': None}, {'url':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.youtube.com/watch?v=4WCLcmjFYiw&pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems (December 2024)', 'content': \"Commonwealth Fusion Systems is the world’s leading and largest private    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion company. The company’s marquee fusion project, SPARC, will generate net energy, paving the way for       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m limitless carbon-free energy through the world's first grid-relevant fusion energy power plant, ARC. The        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m company has raised more than $2 billion in capital since it was founded in 2018.\\n\\nFollow along as we push     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m forward to delivering fusion energy to power the world’s energy transition. #fusionenergy [...] 2024 was a big  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m year for CFS. Stay tuned as SPARC’s fusion hardware comes together in                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2025.\\n------------------------------------------------------------------------------------ [...] that makes    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the pulsed magnets. We're starting to put together\\nthe first of the poloidal field magnets. The model coil,    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m that shows\\nall the technology works, that was tested\\nand it performed flawlessly. That was the last           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m outstanding\\nbig piece of technology demonstration that we needed for SPARC.\\nAnd it's now done. The SPARC      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Facility is really turning into a hub of activity. Assembling equipment,\", 'score': 0.53385985, 'raw_content':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m None}, {'url':                                                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-to-build-worlds-first-commercial-fusion-power-pl \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ant-in-virginia/', 'title': \"Commonwealth Fusion Systems to Build World's First Commercial ...\", 'content':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Devens, Massachusetts (Dec. 17, 2024) – Commonwealth Fusion Systems (CFS), the largest private fusion company, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m today announced that it will build the world’s first grid-scale commercial fusion power plant at the James      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m River Industrial Park in Chesterfield County, Virginia. [...] 12.17.2024\\nCommonwealth Fusion Systems to Build  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m World’s First Commercial Fusion Power Plant in                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Virginia\\n============================================================================================\\n\\nImage \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 1: CFS ARC Power Plant viewed from the front', 'score': 0.3965594, 'raw_content': None}], 'response_time':      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 1.89}                                                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"FUNDING FINDINGS - Commonwealth Fusion Systems:\\n\\nKey Funding Information:\\n- CFS has raised over  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> $2 billion in total funding since founding in 2018\\n- Currently raising $1 billion+ Series B2 round (as of 4    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> months ago per Reddit post)\\n- Major investors include: Google, Temasek Holdings, Eni, Bill Gates\\n- Recognized <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> as having raised the most funding of any fusion company in the US\\n- According to S&amp;P Global (July 2025), CFS   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> is #1 by investment in fusion space, followed by TAE Technologies and Helion\\n\\nGovernment Funding:\\n-          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> September 27, 2024: $2.5M from ARPA-E for CHADWICK program\\n- August 8, 2024: INFUSE program funding from       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Fusion Energy Sciences (FES)\\n- July 25, 2023: Additional INFUSE program funding\\n\\nRecent Major                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Development:\\n- December 17, 2024: Announced world's first commercial fusion power plant location in            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Virginia\\n\\nNeed to search for more specific recent developments and technical milestones.\"                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"FUNDING FINDINGS - Commonwealth Fusion Systems:\\n\\nKey Funding Information:\\n- CFS has raised over  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m $2 billion in total funding since founding in 2018\\n- Currently raising $1 billion+ Series B2 round (as of 4    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m months ago per Reddit post)\\n- Major investors include: Google, Temasek Holdings, Eni, Bill Gates\\n- Recognized \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m as having raised the most funding of any fusion company in the US\\n- According to S&P Global (July 2025), CFS   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m is #1 by investment in fusion space, followed by TAE Technologies and Helion\\n\\nGovernment Funding:\\n-          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m September 27, 2024: $2.5M from ARPA-E for CHADWICK program\\n- August 8, 2024: INFUSE program funding from       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Fusion Energy Sciences (FES)\\n- July 25, 2023: Additional INFUSE program funding\\n\\nRecent Major                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Development:\\n- December 17, 2024: Announced world's first commercial fusion power plant location in            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Virginia\\n\\nNeed to search for more specific recent developments and technical milestones.\"                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: FUNDING FINDINGS - Commonwealth Fusion Systems:                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Key Funding Information:                                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - CFS has raised over $2 billion in total funding since founding in 2018                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Currently raising $1 billion+ Series B2 round (as of 4 months ago per Reddit post)                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Major investors include: Google, Temasek Holdings, Eni, Bill Gates                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Recognized as having raised the most funding of any fusion company in the US                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - According to S&amp;P Global (July 2025), CFS is #1 by investment in fusion space, followed by TAE Technologies    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> and Helion                                                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Government Funding:                                                                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - September 27, 2024: $2.5M from ARPA-E for CHADWICK program                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - August 8, 2024: INFUSE program funding from Fusion Energy Sciences (FES)                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - July 25, 2023: Additional INFUSE program funding                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Recent Major Development:                                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - December 17, 2024: Announced world's first commercial fusion power plant location in Virginia                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Need to search for more specific recent developments and technical milestones.                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: FUNDING FINDINGS - Commonwealth Fusion Systems:                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Key Funding Information:                                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - CFS has raised over $2 billion in total funding since founding in 2018                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Currently raising $1 billion+ Series B2 round (as of 4 months ago per Reddit post)                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Major investors include: Google, Temasek Holdings, Eni, Bill Gates                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Recognized as having raised the most funding of any fusion company in the US                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - According to S&P Global (July 2025), CFS is #1 by investment in fusion space, followed by TAE Technologies    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m and Helion                                                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Government Funding:                                                                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - September 27, 2024: $2.5M from ARPA-E for CHADWICK program                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - August 8, 2024: INFUSE program funding from Fusion Energy Sciences (FES)                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - July 25, 2023: Additional INFUSE program funding                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Recent Major Development:                                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - December 17, 2024: Announced world's first commercial fusion power plant location in Virginia                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Need to search for more specific recent developments and technical milestones.                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Now let me search for more recent developments and technical milestones:                                        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Commonwealth Fusion Systems SPARC tokamak 2024 developments milestones Virginia power plant\",       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\",                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"time_range\": \"year\"                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Now let me search for more recent developments and technical milestones:                                        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Commonwealth Fusion Systems SPARC tokamak 2024 developments milestones Virginia power plant\",       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\",                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"time_range\": \"year\"                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Commonwealth Fusion Systems SPARC tokamak 2024 developments milestones Virginia power plant',        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-to-build-worlds-first-commercial-fusion-power-pl <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ant-in-virginia/', 'title': \"Commonwealth Fusion Systems to Build World's First Commercial ...\", 'content':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Devens, Massachusetts (Dec. 17, 2024) – Commonwealth Fusion Systems (CFS), the largest private fusion company, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> today announced that it will build the world’s first grid-scale commercial fusion power plant at the James      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> River Industrial Park in Chesterfield County, Virginia. [...] 12.17.2024\\nCommonwealth Fusion Systems to Build  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> World’s First Commercial Fusion Power Plant in                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Virginia\\n============================================================================================\\n\\nImage <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 1: CFS ARC Power Plant viewed from the front [...] The new ARC fusion power plant will support economic         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> development and the clean energy goals of Virginia. The project is expected to generate billions of dollars in  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> economic development in the region and create hundreds of jobs during the construction and long-term operation  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> of the power plant. ARC will generate about 400 megawatts of electricity — enough energy to power large         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> industrial sites or about 150,000 homes.', 'score': 0.78749067, 'raw_content': None}, {'url':                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.youtube.com/watch?v=4WCLcmjFYiw&amp;pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems (December 2024)', 'content': 'Here’s the look from inside CFS at what else has happened in the past six <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> months. We have:\\n\\n- Completed the manufacture of more than half of the toroidal field (TF) magnet “pancakes”  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> we need for our first tokamak, SPARC\\n- Begun making our first poloidal field (PF) magnet, a pulsed-power       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> design\\n- Finished manufacturing and testing our Central Solenoid Model Coil (CSMC) magnet, proving out our     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> pulsed magnet technology [...] The next step is assembling the SPARC tokamak, our first fusion machine. Two     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> orange stands in Tokamak Hall await the first TF magnets, and supporting subsystems for heating, power, and     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> cooling are rapidly arriving in the building around Tokamak Hall.\\n\\nWe’re also sharing some first or early     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> looks at new hardware, including of our magnet-testing cryostats and one of our welding robots in action. [...] <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2024 was a big year for CFS. Stay tuned as SPARC’s fusion hardware comes together in                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2025.\\n------------------------------------------------------------------------------------', 'score':          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 0.7783298, 'raw_content': None}, {'url':                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://blog.cfs.energy/cfs-will-build-its-first-arc-fusion-power-plant-in-virginia/', 'title': 'CFS will      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> build its first ARC fusion power plant in Virginia', 'content': \"Commonwealth Fusion Systems\\n\\n# CFS will      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> build its first ARC fusion power plant in Virginia\\n\\nDecember 17, 2024by Bob Mumgaard\\n\\nCopy                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Link\\nX\\nLinkedIn\\nEmail\\n\\nVirginia is for fusion lovers. [...] The company is deep into building SPARC, a     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> machine called a tokamak that’ll demonstrate net fusion energy, a milestone called Q&gt;1. Our next act is         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> financing, building, owning, and operating the ARC power plant — a big step after that to deliver fusion        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> energy’s promise. Fusion is the last energy source humanity needs, with cheap and abundant fuel, inherently     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> safe operations, and no greenhouse gas emissions. Now ARC has a place to happen.\\n\\nA rendering of the ARC      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> tokamak [...] Fusion &amp; Tech, March 25, 2025\\n\\n## CFS takes its next step toward fusion energy: assembling the  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> SPARC tokamak\\n\\nFusion &amp; Tech, February 14, 2025\\n\\n## How CFS is building a fusion factory, not just a single <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion machine\\n\\nCFS Fusion Magnet Technology\\n\\nCFS Business, February 11, 2025\\n\\n## CFS flexes              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> magnet-manufacturing muscle to build the fusion ecosystem\\n\\nAlex Creely inside the utility building of         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems' SPARC machine\\n\\nFusion &amp; Tech, June 23, 2025\", 'score': 0.77589405,               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url':                                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://news.mit.edu/2024/commonwealth-fusion-systems-unveils-worlds-first-fusion-power-plant-1217', 'title':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'MIT spinout Commonwealth Fusion Systems unveils plans for the ...', 'content': 'MIT spinout Commonwealth       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems unveils plans for the world’s first fusion power                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> plant\\n==============================================================================================\\n\\nThe    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> company has announced that it will build the first grid-scale fusion power plant in Chesterfield County,        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Virginia.\\n\\nZach Winn|MIT News\\n\\nPublication Date:\\n\\nDecember 17, 2024\\n\\nPress Inquiries\\n\\n### Press       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Contact:\\n\\n Abby Abazorius \\n\\n Email: abbya@mit.edu\\n\\n Phone:  617-253-2709 \\n\\n MIT News Office [...]       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems, an MIT spinoff, plans to build “the nation’s first grid-scale fusion power plant   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> in Virginia by the early 2030s,” reports Laura Vozzella and Gregory S. Schneider for _The Washington Post_.     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> “Fusion is a long-sought source of power that can generate almost limitless energy by combining atomic nuclei,” <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> they write. “It is unlike fission, the more common form of nuclear energy, in which the nucleus is split, and   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> which generates large amounts of radioactive waste.” [...] MIT spinout Commonwealth Fusion Systems has          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> announced plans to build the “world’s first grid-scale fusion power plant in Virginia, to generate power by the <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> early 2030s,” reports Timothy Gardner for _Reuters_. The project, “could revolutionize the global energy        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> industry by tapping into a virtually limitless power source, similar to that which fuels the stars,” writes     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Gardner.\\n\\nFull story via Reuters→\\n\\n### The Washington Post', 'score': 0.7101667, 'raw_content': None},      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'url': 'https://time.com/7302543/nuclear-energy-commonwealth-fusion/', 'title': 'A Nuclear Fusion Breakthrough <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> May Be Closer Than You Think | TIME', 'content': 'Advertisement\\n\\n“We wanted to make the technology work as    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> soon as possible,” says Brandon Sorbom, the company’s chief science officer. “Everything else is subordinate to <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> that.”\\n\\nThe company’s SPARC facility—where I visited the under-construction tokamak—is scheduled to deliver   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> first net energy production in 2027. Late last year, the company said it would build its first commercial power <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> plant in Virginia with the goal of delivering power to the grid in the early 2030s.', 'score': 0.6364215,       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}], 'response_time': 4.33}                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Commonwealth Fusion Systems SPARC tokamak 2024 developments milestones Virginia power plant',        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-to-build-worlds-first-commercial-fusion-power-pl \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ant-in-virginia/', 'title': \"Commonwealth Fusion Systems to Build World's First Commercial ...\", 'content':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Devens, Massachusetts (Dec. 17, 2024) – Commonwealth Fusion Systems (CFS), the largest private fusion company, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m today announced that it will build the world’s first grid-scale commercial fusion power plant at the James      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m River Industrial Park in Chesterfield County, Virginia. [...] 12.17.2024\\nCommonwealth Fusion Systems to Build  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m World’s First Commercial Fusion Power Plant in                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Virginia\\n============================================================================================\\n\\nImage \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 1: CFS ARC Power Plant viewed from the front [...] The new ARC fusion power plant will support economic         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m development and the clean energy goals of Virginia. The project is expected to generate billions of dollars in  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m economic development in the region and create hundreds of jobs during the construction and long-term operation  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m of the power plant. ARC will generate about 400 megawatts of electricity — enough energy to power large         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m industrial sites or about 150,000 homes.', 'score': 0.78749067, 'raw_content': None}, {'url':                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.youtube.com/watch?v=4WCLcmjFYiw&pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems (December 2024)', 'content': 'Here’s the look from inside CFS at what else has happened in the past six \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m months. We have:\\n\\n- Completed the manufacture of more than half of the toroidal field (TF) magnet “pancakes”  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m we need for our first tokamak, SPARC\\n- Begun making our first poloidal field (PF) magnet, a pulsed-power       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m design\\n- Finished manufacturing and testing our Central Solenoid Model Coil (CSMC) magnet, proving out our     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m pulsed magnet technology [...] The next step is assembling the SPARC tokamak, our first fusion machine. Two     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m orange stands in Tokamak Hall await the first TF magnets, and supporting subsystems for heating, power, and     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m cooling are rapidly arriving in the building around Tokamak Hall.\\n\\nWe’re also sharing some first or early     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m looks at new hardware, including of our magnet-testing cryostats and one of our welding robots in action. [...] \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2024 was a big year for CFS. Stay tuned as SPARC’s fusion hardware comes together in                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2025.\\n------------------------------------------------------------------------------------', 'score':          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 0.7783298, 'raw_content': None}, {'url':                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://blog.cfs.energy/cfs-will-build-its-first-arc-fusion-power-plant-in-virginia/', 'title': 'CFS will      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m build its first ARC fusion power plant in Virginia', 'content': \"Commonwealth Fusion Systems\\n\\n# CFS will      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m build its first ARC fusion power plant in Virginia\\n\\nDecember 17, 2024by Bob Mumgaard\\n\\nCopy                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Link\\nX\\nLinkedIn\\nEmail\\n\\nVirginia is for fusion lovers. [...] The company is deep into building SPARC, a     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m machine called a tokamak that’ll demonstrate net fusion energy, a milestone called Q>1. Our next act is         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m financing, building, owning, and operating the ARC power plant — a big step after that to deliver fusion        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m energy’s promise. Fusion is the last energy source humanity needs, with cheap and abundant fuel, inherently     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m safe operations, and no greenhouse gas emissions. Now ARC has a place to happen.\\n\\nA rendering of the ARC      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m tokamak [...] Fusion & Tech, March 25, 2025\\n\\n## CFS takes its next step toward fusion energy: assembling the  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m SPARC tokamak\\n\\nFusion & Tech, February 14, 2025\\n\\n## How CFS is building a fusion factory, not just a single \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion machine\\n\\nCFS Fusion Magnet Technology\\n\\nCFS Business, February 11, 2025\\n\\n## CFS flexes              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m magnet-manufacturing muscle to build the fusion ecosystem\\n\\nAlex Creely inside the utility building of         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems' SPARC machine\\n\\nFusion & Tech, June 23, 2025\", 'score': 0.77589405,               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url':                                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://news.mit.edu/2024/commonwealth-fusion-systems-unveils-worlds-first-fusion-power-plant-1217', 'title':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'MIT spinout Commonwealth Fusion Systems unveils plans for the ...', 'content': 'MIT spinout Commonwealth       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems unveils plans for the world’s first fusion power                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m plant\\n==============================================================================================\\n\\nThe    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m company has announced that it will build the first grid-scale fusion power plant in Chesterfield County,        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Virginia.\\n\\nZach Winn|MIT News\\n\\nPublication Date:\\n\\nDecember 17, 2024\\n\\nPress Inquiries\\n\\n### Press       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Contact:\\n\\n Abby Abazorius \\n\\n Email: abbya@mit.edu\\n\\n Phone:  617-253-2709 \\n\\n MIT News Office [...]       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems, an MIT spinoff, plans to build “the nation’s first grid-scale fusion power plant   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m in Virginia by the early 2030s,” reports Laura Vozzella and Gregory S. Schneider for _The Washington Post_.     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m “Fusion is a long-sought source of power that can generate almost limitless energy by combining atomic nuclei,” \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m they write. “It is unlike fission, the more common form of nuclear energy, in which the nucleus is split, and   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m which generates large amounts of radioactive waste.” [...] MIT spinout Commonwealth Fusion Systems has          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m announced plans to build the “world’s first grid-scale fusion power plant in Virginia, to generate power by the \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m early 2030s,” reports Timothy Gardner for _Reuters_. The project, “could revolutionize the global energy        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m industry by tapping into a virtually limitless power source, similar to that which fuels the stars,” writes     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Gardner.\\n\\nFull story via Reuters→\\n\\n### The Washington Post', 'score': 0.7101667, 'raw_content': None},      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'url': 'https://time.com/7302543/nuclear-energy-commonwealth-fusion/', 'title': 'A Nuclear Fusion Breakthrough \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m May Be Closer Than You Think | TIME', 'content': 'Advertisement\\n\\n“We wanted to make the technology work as    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m soon as possible,” says Brandon Sorbom, the company’s chief science officer. “Everything else is subordinate to \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m that.”\\n\\nThe company’s SPARC facility—where I visited the under-construction tokamak—is scheduled to deliver   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m first net energy production in 2027. Late last year, the company said it would build its first commercial power \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m plant in Virginia with the goal of delivering power to the grid in the early 2030s.', 'score': 0.6364215,       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}], 'response_time': 4.33}                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Let me search for more specific technical achievements and partnerships:                                        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"\\\"Commonwealth Fusion Systems\\\" magnet testing CSMC model coil 2024 achievements partnerships\",     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\",                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"time_range\": \"year\"                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Let me search for more specific technical achievements and partnerships:                                        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"\\\"Commonwealth Fusion Systems\\\" magnet testing CSMC model coil 2024 achievements partnerships\",     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\",                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"time_range\": \"year\"                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': '\"Commonwealth Fusion Systems\" magnet testing CSMC model coil 2024 achievements partnerships',        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.prnewswire.com/news-releases/commonwealth-fusion-systems-magnet-success-propels-fusion-energy-towa <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> rd-the-grid-302308013.html', 'title': 'Commonwealth Fusion Systems Magnet Success ... - PR Newswire',           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'content': 'DEVENS, Mass., Nov. 18, 2024 /PRNewswire/ -- Commonwealth Fusion Systems (CFS) announced today it   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> successfully built and tested a record-breaking electromagnet called the Central Solenoid Model Coil (CSMC), a  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> major step on the company\\'s path to bring clean, abundant fusion power to the grid. [...] Commonwealth Fusion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems Logo (PRNewsfoto/Commonwealth Fusion Systems)\")\\n\\n## News provided by\\n\\nNov 18, 2024, 08:00 ET\\n\\n##  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Share this article\\n\\nShare this article\\n\\nThe CSMC test shows the company can design, build, and operate both <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> of its foundational electromagnet technologies needed to build its SPARC fusion machine. [...] The CSMC cements <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS\\' magnet leadership, showing the company\\'s ability to establish its HTS supply, manufacture PIT VIPER      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> cables at scale, design and validate the CSMC systems over a 45-experiment campaign, and operate it under       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> SPARC-like conditions. CFS can now confidently scale up CS and PF magnet manufacturing.\\n\\nCSMC test results    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> included:', 'score': 0.8763069, 'raw_content': None}, {'url':                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-magnet-success-propels-fusion-energy-toward-the- <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> grid/', 'title': 'Commonwealth Fusion Systems Magnet Success Propels Fusion ...', 'content': 'Commonwealth      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems\\n\\n# Commonwealth Fusion Systems Magnet Success Propels Fusion Energy Toward the Grid\\n\\nCentral <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> solenoid model coil (CSMC) at Commonwealth Fusion Systems (CFS)\\n\\nDEVENS, Mass., November 18, 2024 â\\x80\\x94   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems (CFS) announced today it successfully built and tested a record-breaking            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> electromagnet called the Central Solenoid Model Coil (CSMC), a major step on the companyâ\\x80\\x99s path to      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> bring clean, abundant fusion power to the grid. [...] Commonwealth Fusion Systems is the worldâ\\x80\\x99s        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> leading and largest private fusion company. The companyâ\\x80\\x99s marquee fusion project, SPARC, will generate  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> net energy, paving the way for limitless carbon-free energy. The company has raised more than $2 billion in     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> capital since it was founded in 2018.\\n\\n## Join the power movement\\n\\nFollow Us\\n\\nCommonwealth Fusion Systems <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n117 Hospital Rd  \\nDevens, MA 01434  \\n  \\nCopyright 2024 Commonwealth Fusion Systems  \\nAll rights reserved  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] The CSMC cements CFSâ\\x80\\x99 magnet leadership, showing the companyâ\\x80\\x99s ability to establish its   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> HTS supply, manufacture PIT VIPER cables at scale, design and validate the CSMC systems over a 45-experiment    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> campaign, and operate it under SPARC-like conditions. CFS can now confidently scale up CS and PF magnet         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> manufacturing.\\n\\nCSMC test results included:', 'score': 0.8700796, 'raw_content': None}, {'url':               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.youtube.com/watch?v=4WCLcmjFYiw&amp;pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems (December 2024)', 'content': \"Here’s the look from inside CFS at what else has happened in the past six <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> months. We have:\\n\\n- Completed the manufacture of more than half of the toroidal field (TF) magnet “pancakes”  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> we need for our first tokamak, SPARC\\n- Begun making our first poloidal field (PF) magnet, a pulsed-power       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> design\\n- Finished manufacturing and testing our Central Solenoid Model Coil (CSMC) magnet, proving out our     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> pulsed magnet technology [...] that makes the pulsed magnets. We're starting to put together\\nthe first of the  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> poloidal field magnets. The model coil, that shows\\nall the technology works, that was tested\\nand it performed <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> flawlessly. That was the last outstanding\\nbig piece of technology demonstration that we needed for SPARC.\\nAnd <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> it's now done. The SPARC Facility is really turning into a hub of activity. Assembling equipment, [...] The     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> next step is assembling the SPARC tokamak, our first fusion machine. Two orange stands in Tokamak Hall await    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the first TF magnets, and supporting subsystems for heating, power, and cooling are rapidly arriving in the     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> building around Tokamak Hall.\\n\\nWe’re also sharing some first or early looks at new hardware, including of our <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> magnet-testing cryostats and one of our welding robots in action.\", 'score': 0.7975099, 'raw_content': None},   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'url': 'https://blog.cfs.energy/cfs-flexes-magnet-manufacturing-muscle-to-build-the-fusion-ecosystem/',        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'CFS flexes magnet-manufacturing muscle to build the fusion ...', 'content': 'Here are examples of our <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> work. We’ve proved our chops with record-setting prototypes like the Toroidal Field Model Coil (TFMC) program   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> in 2021 and our Central Solenoid Model Coil (CSMC) program in 2024. And we built an integrated magnet system,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> including cooling and control systems, for a University of Wisconsin fusion experiment called WHAM that’s run   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> successfully for months. And now our Magnet Factory is buzzing with activity building and testing production    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> magnets destined for SPARC. [...] Commonwealth Fusion Systems\\n\\n# CFS flexes magnet-manufacturing muscle to    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> build the fusion ecosystem\\n\\nCFS Fusion Magnet Technology\\n\\nFebruary 11, 2025by Rick Needham\\n\\nCopy          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Link\\nX\\nLinkedIn\\nEmail\\n\\nToday, we at Commonwealth Fusion Systems (CFS) announced a partnership to build     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> superconducting magnets for Type One Energy, bringing our expertise to a new area of the fusion energy effort.  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Here’s why we’re eager to work together.', 'score': 0.6364215, 'raw_content': None}, {'url':                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-second-breakthrough-superconducting-technology-h <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> andles-mammoth-pulses-of-power/', 'title': \"Commonwealth Fusion Systems' second breakthrough ...\", 'content':   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'DEVENS, Mass., Oct. 30, 2024 — Commonwealth Fusion Systems, the world’s largest fusion company, has for the    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> first time detailed its PIT VIPER superconducting cable technology. It’s the second foundational electromagnet  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> technology the company developed for its effort to build compact, powerful, and economical fusion energy power  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> plants. [...] 10.30.2024\\nCommonwealth Fusion Systems’ second breakthrough superconducting technology handles   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> mammoth pulses of                                                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> power\\n======================================================================================================== <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ===\\n\\n_PIT VIPER cable technology enables powerful magnets needed to make fusion machines commercially viable  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> at scale._ [...] “PIT VIPER exceeded all of our expectations,” Sanabria said.\\n\\nPIT VIPER in production        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> today\\n\\nWith many questions about the technology answered, CFS has fabricated more than 4 kilometers of PIT    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> VIPER cable. Some of that is part of a CFS magnet test program called the Central Solenoid Model Coil (CSMC).   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> PIT VIPER is also in other magnets CFS is building for its first tokamak, called SPARC, which is under          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> construction now at company headquarters in Devens, Massachusetts.', 'score': 0.5752307, 'raw_content': None}], <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'response_time': 2.28}                                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': '\"Commonwealth Fusion Systems\" magnet testing CSMC model coil 2024 achievements partnerships',        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.prnewswire.com/news-releases/commonwealth-fusion-systems-magnet-success-propels-fusion-energy-towa \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m rd-the-grid-302308013.html', 'title': 'Commonwealth Fusion Systems Magnet Success ... - PR Newswire',           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'content': 'DEVENS, Mass., Nov. 18, 2024 /PRNewswire/ -- Commonwealth Fusion Systems (CFS) announced today it   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m successfully built and tested a record-breaking electromagnet called the Central Solenoid Model Coil (CSMC), a  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m major step on the company\\'s path to bring clean, abundant fusion power to the grid. [...] Commonwealth Fusion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems Logo (PRNewsfoto/Commonwealth Fusion Systems)\")\\n\\n## News provided by\\n\\nNov 18, 2024, 08:00 ET\\n\\n##  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Share this article\\n\\nShare this article\\n\\nThe CSMC test shows the company can design, build, and operate both \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m of its foundational electromagnet technologies needed to build its SPARC fusion machine. [...] The CSMC cements \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS\\' magnet leadership, showing the company\\'s ability to establish its HTS supply, manufacture PIT VIPER      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m cables at scale, design and validate the CSMC systems over a 45-experiment campaign, and operate it under       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m SPARC-like conditions. CFS can now confidently scale up CS and PF magnet manufacturing.\\n\\nCSMC test results    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m included:', 'score': 0.8763069, 'raw_content': None}, {'url':                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-magnet-success-propels-fusion-energy-toward-the- \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m grid/', 'title': 'Commonwealth Fusion Systems Magnet Success Propels Fusion ...', 'content': 'Commonwealth      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems\\n\\n# Commonwealth Fusion Systems Magnet Success Propels Fusion Energy Toward the Grid\\n\\nCentral \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m solenoid model coil (CSMC) at Commonwealth Fusion Systems (CFS)\\n\\nDEVENS, Mass., November 18, 2024 â\\x80\\x94   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems (CFS) announced today it successfully built and tested a record-breaking            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m electromagnet called the Central Solenoid Model Coil (CSMC), a major step on the companyâ\\x80\\x99s path to      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m bring clean, abundant fusion power to the grid. [...] Commonwealth Fusion Systems is the worldâ\\x80\\x99s        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m leading and largest private fusion company. The companyâ\\x80\\x99s marquee fusion project, SPARC, will generate  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m net energy, paving the way for limitless carbon-free energy. The company has raised more than $2 billion in     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m capital since it was founded in 2018.\\n\\n## Join the power movement\\n\\nFollow Us\\n\\nCommonwealth Fusion Systems \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n117 Hospital Rd  \\nDevens, MA 01434  \\n  \\nCopyright 2024 Commonwealth Fusion Systems  \\nAll rights reserved  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] The CSMC cements CFSâ\\x80\\x99 magnet leadership, showing the companyâ\\x80\\x99s ability to establish its   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m HTS supply, manufacture PIT VIPER cables at scale, design and validate the CSMC systems over a 45-experiment    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m campaign, and operate it under SPARC-like conditions. CFS can now confidently scale up CS and PF magnet         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m manufacturing.\\n\\nCSMC test results included:', 'score': 0.8700796, 'raw_content': None}, {'url':               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.youtube.com/watch?v=4WCLcmjFYiw&pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems (December 2024)', 'content': \"Here’s the look from inside CFS at what else has happened in the past six \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m months. We have:\\n\\n- Completed the manufacture of more than half of the toroidal field (TF) magnet “pancakes”  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m we need for our first tokamak, SPARC\\n- Begun making our first poloidal field (PF) magnet, a pulsed-power       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m design\\n- Finished manufacturing and testing our Central Solenoid Model Coil (CSMC) magnet, proving out our     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m pulsed magnet technology [...] that makes the pulsed magnets. We're starting to put together\\nthe first of the  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m poloidal field magnets. The model coil, that shows\\nall the technology works, that was tested\\nand it performed \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m flawlessly. That was the last outstanding\\nbig piece of technology demonstration that we needed for SPARC.\\nAnd \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m it's now done. The SPARC Facility is really turning into a hub of activity. Assembling equipment, [...] The     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m next step is assembling the SPARC tokamak, our first fusion machine. Two orange stands in Tokamak Hall await    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the first TF magnets, and supporting subsystems for heating, power, and cooling are rapidly arriving in the     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m building around Tokamak Hall.\\n\\nWe’re also sharing some first or early looks at new hardware, including of our \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m magnet-testing cryostats and one of our welding robots in action.\", 'score': 0.7975099, 'raw_content': None},   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'url': 'https://blog.cfs.energy/cfs-flexes-magnet-manufacturing-muscle-to-build-the-fusion-ecosystem/',        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'CFS flexes magnet-manufacturing muscle to build the fusion ...', 'content': 'Here are examples of our \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m work. We’ve proved our chops with record-setting prototypes like the Toroidal Field Model Coil (TFMC) program   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m in 2021 and our Central Solenoid Model Coil (CSMC) program in 2024. And we built an integrated magnet system,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m including cooling and control systems, for a University of Wisconsin fusion experiment called WHAM that’s run   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m successfully for months. And now our Magnet Factory is buzzing with activity building and testing production    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m magnets destined for SPARC. [...] Commonwealth Fusion Systems\\n\\n# CFS flexes magnet-manufacturing muscle to    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m build the fusion ecosystem\\n\\nCFS Fusion Magnet Technology\\n\\nFebruary 11, 2025by Rick Needham\\n\\nCopy          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Link\\nX\\nLinkedIn\\nEmail\\n\\nToday, we at Commonwealth Fusion Systems (CFS) announced a partnership to build     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m superconducting magnets for Type One Energy, bringing our expertise to a new area of the fusion energy effort.  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Here’s why we’re eager to work together.', 'score': 0.6364215, 'raw_content': None}, {'url':                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-second-breakthrough-superconducting-technology-h \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m andles-mammoth-pulses-of-power/', 'title': \"Commonwealth Fusion Systems' second breakthrough ...\", 'content':   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'DEVENS, Mass., Oct. 30, 2024 — Commonwealth Fusion Systems, the world’s largest fusion company, has for the    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m first time detailed its PIT VIPER superconducting cable technology. It’s the second foundational electromagnet  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m technology the company developed for its effort to build compact, powerful, and economical fusion energy power  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m plants. [...] 10.30.2024\\nCommonwealth Fusion Systems’ second breakthrough superconducting technology handles   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m mammoth pulses of                                                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m power\\n======================================================================================================== \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ===\\n\\n_PIT VIPER cable technology enables powerful magnets needed to make fusion machines commercially viable  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m at scale._ [...] “PIT VIPER exceeded all of our expectations,” Sanabria said.\\n\\nPIT VIPER in production        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m today\\n\\nWith many questions about the technology answered, CFS has fabricated more than 4 kilometers of PIT    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m VIPER cable. Some of that is part of a CFS magnet test program called the Central Solenoid Model Coil (CSMC).   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m PIT VIPER is also in other magnets CFS is building for its first tokamak, called SPARC, which is under          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m construction now at company headquarters in Devens, Massachusetts.', 'score': 0.5752307, 'raw_content': None}], \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'response_time': 2.28}                                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"RECENT DEVELOPMENTS UPDATE - Commonwealth Fusion Systems:\\n\\nMajor Technical Achievements in        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 2024:\\n\\n1. Central Solenoid Model Coil (CSMC) Success (November 18, 2024):\\n   - Successfully built and tested <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> record-breaking electromagnet\\n   - Completed 45-experiment campaign under SPARC-like conditions\\n   - Proved   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> out pulsed magnet technology - described as \\\"the last outstanding big piece of technology demonstration needed <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> for SPARC\\\"\\n   - Performed flawlessly, cementing CFS' magnet leadership\\n\\n2. PIT VIPER Cable Technology       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> (October 30, 2024):\\n   - Detailed breakthrough superconducting cable technology\\n   - Second foundational      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> electromagnet technology for compact fusion plants\\n   - Exceeded all expectations in testing\\n   - Over 4      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> kilometers of PIT VIPER cable fabricated\\n\\n3. SPARC Construction Progress (December 2024):\\n   - Completed     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> manufacture of more than half of toroidal field (TF) magnet \\\"pancakes\\\"\\n   - Begun making first poloidal      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> field (PF) magnet\\n   - Two orange stands in Tokamak Hall await first TF magnets\\n   - Supporting subsystems    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> for heating, power, and cooling rapidly arriving\\n   - SPARC facility becoming \\\"hub of activity\\\"\\n   -        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Target: First net energy production in 2027\\n\\n4. Commercial Power Plant Announcement (December 17, 2024):\\n    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - World's first grid-scale commercial fusion power plant in Virginia\\n   - Location: James River Industrial     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Park, Chesterfield County\\n   - ARC power plant will generate ~400 MW (enough for 150,000 homes)\\n   - Target:  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Power to grid by early 2030s\\n   - Expected to create hundreds of jobs and billions in economic                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> development\\n\\n5. Strategic Partnerships:\\n   - Partnership with Type One Energy for superconducting magnets\\n  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Supplied HTS magnets for University of Wisconsin's WHAM experiment\\n   - Continued collaboration with MIT\"    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"RECENT DEVELOPMENTS UPDATE - Commonwealth Fusion Systems:\\n\\nMajor Technical Achievements in        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 2024:\\n\\n1. Central Solenoid Model Coil (CSMC) Success (November 18, 2024):\\n   - Successfully built and tested \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m record-breaking electromagnet\\n   - Completed 45-experiment campaign under SPARC-like conditions\\n   - Proved   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m out pulsed magnet technology - described as \\\"the last outstanding big piece of technology demonstration needed \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m for SPARC\\\"\\n   - Performed flawlessly, cementing CFS' magnet leadership\\n\\n2. PIT VIPER Cable Technology       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m (October 30, 2024):\\n   - Detailed breakthrough superconducting cable technology\\n   - Second foundational      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m electromagnet technology for compact fusion plants\\n   - Exceeded all expectations in testing\\n   - Over 4      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m kilometers of PIT VIPER cable fabricated\\n\\n3. SPARC Construction Progress (December 2024):\\n   - Completed     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m manufacture of more than half of toroidal field (TF) magnet \\\"pancakes\\\"\\n   - Begun making first poloidal      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m field (PF) magnet\\n   - Two orange stands in Tokamak Hall await first TF magnets\\n   - Supporting subsystems    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m for heating, power, and cooling rapidly arriving\\n   - SPARC facility becoming \\\"hub of activity\\\"\\n   -        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Target: First net energy production in 2027\\n\\n4. Commercial Power Plant Announcement (December 17, 2024):\\n    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - World's first grid-scale commercial fusion power plant in Virginia\\n   - Location: James River Industrial     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Park, Chesterfield County\\n   - ARC power plant will generate ~400 MW (enough for 150,000 homes)\\n   - Target:  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Power to grid by early 2030s\\n   - Expected to create hundreds of jobs and billions in economic                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m development\\n\\n5. Strategic Partnerships:\\n   - Partnership with Type One Energy for superconducting magnets\\n  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Supplied HTS magnets for University of Wisconsin's WHAM experiment\\n   - Continued collaboration with MIT\"    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: RECENT DEVELOPMENTS UPDATE - Commonwealth Fusion Systems:                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Major Technical Achievements in 2024:                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 1. Central Solenoid Model Coil (CSMC) Success (November 18, 2024):                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Successfully built and tested record-breaking electromagnet                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Completed 45-experiment campaign under SPARC-like conditions                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Proved out pulsed magnet technology - described as \"the last outstanding big piece of technology           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> demonstration needed for SPARC\"                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Performed flawlessly, cementing CFS' magnet leadership                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2. PIT VIPER Cable Technology (October 30, 2024):                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Detailed breakthrough superconducting cable technology                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Second foundational electromagnet technology for compact fusion plants                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Exceeded all expectations in testing                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Over 4 kilometers of PIT VIPER cable fabricated                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 3. SPARC Construction Progress (December 2024):                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Completed manufacture of more than half of toroidal field (TF) magnet \"pancakes\"                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Begun making first poloidal field (PF) magnet                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Two orange stands in Tokamak Hall await first TF magnets                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Supporting subsystems for heating, power, and cooling rapidly arriving                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - SPARC facility becoming \"hub of activity\"                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Target: First net energy production in 2027                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 4. Commercial Power Plant Announcement (December 17, 2024):                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - World's first grid-scale commercial fusion power plant in Virginia                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Location: James River Industrial Park, Chesterfield County                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - ARC power plant will generate ~400 MW (enough for 150,000 homes)                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Target: Power to grid by early 2030s                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Expected to create hundreds of jobs and billions in economic development                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 5. Strategic Partnerships:                                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Partnership with Type One Energy for superconducting magnets                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Supplied HTS magnets for University of Wisconsin's WHAM experiment                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>    - Continued collaboration with MIT                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: RECENT DEVELOPMENTS UPDATE - Commonwealth Fusion Systems:                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Major Technical Achievements in 2024:                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 1. Central Solenoid Model Coil (CSMC) Success (November 18, 2024):                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Successfully built and tested record-breaking electromagnet                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Completed 45-experiment campaign under SPARC-like conditions                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Proved out pulsed magnet technology - described as \"the last outstanding big piece of technology           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m demonstration needed for SPARC\"                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Performed flawlessly, cementing CFS' magnet leadership                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2. PIT VIPER Cable Technology (October 30, 2024):                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Detailed breakthrough superconducting cable technology                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Second foundational electromagnet technology for compact fusion plants                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Exceeded all expectations in testing                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Over 4 kilometers of PIT VIPER cable fabricated                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 3. SPARC Construction Progress (December 2024):                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Completed manufacture of more than half of toroidal field (TF) magnet \"pancakes\"                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Begun making first poloidal field (PF) magnet                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Two orange stands in Tokamak Hall await first TF magnets                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Supporting subsystems for heating, power, and cooling rapidly arriving                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - SPARC facility becoming \"hub of activity\"                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Target: First net energy production in 2027                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 4. Commercial Power Plant Announcement (December 17, 2024):                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - World's first grid-scale commercial fusion power plant in Virginia                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Location: James River Industrial Park, Chesterfield County                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - ARC power plant will generate ~400 MW (enough for 150,000 homes)                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Target: Power to grid by early 2030s                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Expected to create hundreds of jobs and billions in economic development                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 5. Strategic Partnerships:                                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Partnership with Type One Energy for superconducting magnets                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Supplied HTS magnets for University of Wisconsin's WHAM experiment                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m    - Continued collaboration with MIT                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Let me search for any additional recent funding details or executive changes:                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"\\\"Commonwealth Fusion Systems\\\" Series B2 funding investors 2024 executive leadership changes\",     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\",                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"time_range\": \"year\"                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Let me search for any additional recent funding details or executive changes:                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"\\\"Commonwealth Fusion Systems\\\" Series B2 funding investors 2024 executive leadership changes\",     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\",                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"time_range\": \"year\"                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': '\"Commonwealth Fusion Systems\" Series B2 funding investors 2024 executive leadership changes',        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] 31K Members Online    ### General Fusion lays off staff due to ‘unexpected and urgent financing           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> constraints’  Image 30: r/fusion - General Fusion lays off staff due to ‘unexpected and urgent financing        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> constraints’physicsworld    40 upvotes ·8 comments', 'score': 0.66464967, 'raw_content': None}, {'url':         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://cfs.energy/devens-campus/updates/', 'title': 'Devens Events &amp; Updates - Commonwealth Fusion Systems',  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'content': 'Jan 05, 2024\\n\\nAn Update from Commonwealth Fusion Systems\\n\\nThis is the second video in a series  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> of the latest updates from inside CFS. In this episode, CEO Bob Mumgaard and VP of Production Darby Dunn share  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> major milestones CFS has achieved since June 2023 that have helped to accelerate our path to commercial fusion. <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] We hope you can join us for a reception with team members from Electric Hydrogen and Commonwealth      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems followed by a panel discussion on the Devens ecosystem with Scott Jansen, Vice President of     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Manufacturing at Electric Hydrogen, Tyson Reynoso, Managing Director &amp; Partner at King Street Properties, and   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Jessica Strunkin, Principal for Community Relations and Local Government Affairs at Commonwealth Fusion         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems.\\n\\nMar 21, 2024 [...] Commonwealth Fusion Systems (CFS) has closed on more than $1.8 billion in Series <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> B funding to commercialize fusion energy. This includes capital to construct, commission, and operate SPARC,    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the worldâ\\x80\\x99s first commercially relevant net energy fusion machine at Devens. In addition, it will       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> enable the company to begin work on ARC, the first commercial fusion power plant, which includes developing     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> support technologies, advancing the design, identifying the site, and assembling the partners and', 'score':    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 0.60861784, 'raw_content': None}, {'url':                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.axios.com/pro/climate-deals/2025/05/13/commonwealth-fusion-systems-b2-fundraise-arc', 'title':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': \"Google and Microsoft co-founder    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Bill Gates are investors in Commonwealth Fusion.\\n   Microsoft declined to comment; Google did not return a     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> request for comment.\\n\\nThe big picture: Commonwealth Fusion is perhaps the most prominent and well-funded      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> startup in climate tech, pursuing an energy source that promises near limitless waste- and emissions-free       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> electricity. [...] Newsletters\\n   Axios Live\\n   Axios Entertainment\\n   Axios HQ\\n\\n   Privacy policy\\n       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Terms of use\\n   Your Privacy Choices\\n\\nAxios HomepageAxios Media Inc., 2025\\n\\n \\n\\nAxios Pro\\n\\nExclusive    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Content\\n\\nRequest a trial to unlock this article\\n--------------------------------------\\n\\nUnlock exclusive   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> reporting across VC, PE and M&amp;A from Axios Pro’s industry-leading journalists. [...] Commonwealth Fusion        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems has raised over $1 billion in extension funding to build its first commercial power system, two sources <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> familiar with the raise tell Axios.\\n\\nWhy it matters: A hyperscale data center developer is anchoring the      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> raise, signaling just how seriously tech firms are taking fusion energy.\\n\\nBy the numbers: Commonwealth        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion's ongoing Series B2 is now targeting between $1 billion and $1.5 billion, the sources tell Axios.\",      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'score': 0.575517, 'raw_content': None}, {'url':                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.youtube.com/watch?v=4WCLcmjFYiw&amp;pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems (December 2024)', 'content': \"Commonwealth Fusion Systems is the world’s leading and largest private    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion company. The company’s marquee fusion project, SPARC, will generate net energy, paving the way for       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> limitless carbon-free energy through the world's first grid-relevant fusion energy power plant, ARC. The        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> company has raised more than $2 billion in capital since it was founded in 2018.\\n\\nFollow along as we push     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> forward to delivering fusion energy to power the world’s energy transition. #fusionenergy [...] ###             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Description\\n24115 views\\nPosted: 8 Jan 2025\\nWe’re ramping up our commercialization work at Commonwealth       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems (CFS). In the newest of our twice-yearly video updates, CEO Bob Mumgaard details the importance  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> of choosing a site in Chesterfield County, Virginia, for our first fusion power plant, ARC. Putting watts on    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the grid in the early 2030s is a big step in our long-term plan to bring our clean, zero-carbon fusion energy   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> to the world. [...] 2024 was a big year for CFS. Stay tuned as SPARC’s fusion hardware comes together in        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2025.\\n------------------------------------------------------------------------------------\", 'score':          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 0.57006866, 'raw_content': None}, {'url':                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-to-build-worlds-first-commercial-fusion-power-pl <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ant-in-virginia/', 'title': \"Commonwealth Fusion Systems to Build World's First Commercial ...\", 'content':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Devens, Massachusetts (Dec. 17, 2024) – Commonwealth Fusion Systems (CFS), the largest private fusion company, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> today announced that it will build the world’s first grid-scale commercial fusion power plant at the James      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> River Industrial Park in Chesterfield County, Virginia. [...] “This is a historic moment. In the early 2030s,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> all eyes will be on the Richmond region and more specifically Chesterfield County, Virginia, as the birthplace  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> of commercial fusion energy,” said Bob Mumgaard, Chief Executive Officer and Co-founder of Commonwealth Fusion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems. “Virginia emerged as a strong partner as they look to implement innovative solutions for both reliable <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> electricity and clean forms of power. We are pleased to collaborate with Dominion Energy.” [...] CFS is         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> currently completing development of its fusion demonstration machine, SPARC, at its headquarters in Devens,     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Massachusetts. SPARC is expected to produce its first plasma in 2026 and net fusion energy shortly after,       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> demonstrating for the first time a commercially relevant design that will produce more power than consumed.     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> SPARC paves the way for ARC, which is expected to deliver power to the grid in the early 2030s.\\n\\nAbout        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems', 'score': 0.44015694, 'raw_content': None}], 'response_time': 1.74}                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': '\"Commonwealth Fusion Systems\" Series B2 funding investors 2024 executive leadership changes',        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] 31K Members Online    ### General Fusion lays off staff due to ‘unexpected and urgent financing           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m constraints’  Image 30: r/fusion - General Fusion lays off staff due to ‘unexpected and urgent financing        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m constraints’physicsworld    40 upvotes ·8 comments', 'score': 0.66464967, 'raw_content': None}, {'url':         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://cfs.energy/devens-campus/updates/', 'title': 'Devens Events & Updates - Commonwealth Fusion Systems',  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'content': 'Jan 05, 2024\\n\\nAn Update from Commonwealth Fusion Systems\\n\\nThis is the second video in a series  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m of the latest updates from inside CFS. In this episode, CEO Bob Mumgaard and VP of Production Darby Dunn share  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m major milestones CFS has achieved since June 2023 that have helped to accelerate our path to commercial fusion. \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] We hope you can join us for a reception with team members from Electric Hydrogen and Commonwealth      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems followed by a panel discussion on the Devens ecosystem with Scott Jansen, Vice President of     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Manufacturing at Electric Hydrogen, Tyson Reynoso, Managing Director & Partner at King Street Properties, and   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Jessica Strunkin, Principal for Community Relations and Local Government Affairs at Commonwealth Fusion         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems.\\n\\nMar 21, 2024 [...] Commonwealth Fusion Systems (CFS) has closed on more than $1.8 billion in Series \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m B funding to commercialize fusion energy. This includes capital to construct, commission, and operate SPARC,    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the worldâ\\x80\\x99s first commercially relevant net energy fusion machine at Devens. In addition, it will       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m enable the company to begin work on ARC, the first commercial fusion power plant, which includes developing     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m support technologies, advancing the design, identifying the site, and assembling the partners and', 'score':    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 0.60861784, 'raw_content': None}, {'url':                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.axios.com/pro/climate-deals/2025/05/13/commonwealth-fusion-systems-b2-fundraise-arc', 'title':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': \"Google and Microsoft co-founder    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Bill Gates are investors in Commonwealth Fusion.\\n   Microsoft declined to comment; Google did not return a     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m request for comment.\\n\\nThe big picture: Commonwealth Fusion is perhaps the most prominent and well-funded      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m startup in climate tech, pursuing an energy source that promises near limitless waste- and emissions-free       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m electricity. [...] Newsletters\\n   Axios Live\\n   Axios Entertainment\\n   Axios HQ\\n\\n   Privacy policy\\n       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Terms of use\\n   Your Privacy Choices\\n\\nAxios HomepageAxios Media Inc., 2025\\n\\n \\n\\nAxios Pro\\n\\nExclusive    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Content\\n\\nRequest a trial to unlock this article\\n--------------------------------------\\n\\nUnlock exclusive   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m reporting across VC, PE and M&A from Axios Pro’s industry-leading journalists. [...] Commonwealth Fusion        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems has raised over $1 billion in extension funding to build its first commercial power system, two sources \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m familiar with the raise tell Axios.\\n\\nWhy it matters: A hyperscale data center developer is anchoring the      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m raise, signaling just how seriously tech firms are taking fusion energy.\\n\\nBy the numbers: Commonwealth        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion's ongoing Series B2 is now targeting between $1 billion and $1.5 billion, the sources tell Axios.\",      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'score': 0.575517, 'raw_content': None}, {'url':                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.youtube.com/watch?v=4WCLcmjFYiw&pp=0gcJCfwAo7VqN5tD', 'title': 'An Update from Commonwealth Fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems (December 2024)', 'content': \"Commonwealth Fusion Systems is the world’s leading and largest private    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion company. The company’s marquee fusion project, SPARC, will generate net energy, paving the way for       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m limitless carbon-free energy through the world's first grid-relevant fusion energy power plant, ARC. The        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m company has raised more than $2 billion in capital since it was founded in 2018.\\n\\nFollow along as we push     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m forward to delivering fusion energy to power the world’s energy transition. #fusionenergy [...] ###             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Description\\n24115 views\\nPosted: 8 Jan 2025\\nWe’re ramping up our commercialization work at Commonwealth       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems (CFS). In the newest of our twice-yearly video updates, CEO Bob Mumgaard details the importance  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m of choosing a site in Chesterfield County, Virginia, for our first fusion power plant, ARC. Putting watts on    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the grid in the early 2030s is a big step in our long-term plan to bring our clean, zero-carbon fusion energy   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m to the world. [...] 2024 was a big year for CFS. Stay tuned as SPARC’s fusion hardware comes together in        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2025.\\n------------------------------------------------------------------------------------\", 'score':          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 0.57006866, 'raw_content': None}, {'url':                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://cfs.energy/news-and-media/commonwealth-fusion-systems-to-build-worlds-first-commercial-fusion-power-pl \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ant-in-virginia/', 'title': \"Commonwealth Fusion Systems to Build World's First Commercial ...\", 'content':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Devens, Massachusetts (Dec. 17, 2024) – Commonwealth Fusion Systems (CFS), the largest private fusion company, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m today announced that it will build the world’s first grid-scale commercial fusion power plant at the James      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m River Industrial Park in Chesterfield County, Virginia. [...] “This is a historic moment. In the early 2030s,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m all eyes will be on the Richmond region and more specifically Chesterfield County, Virginia, as the birthplace  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m of commercial fusion energy,” said Bob Mumgaard, Chief Executive Officer and Co-founder of Commonwealth Fusion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems. “Virginia emerged as a strong partner as they look to implement innovative solutions for both reliable \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m electricity and clean forms of power. We are pleased to collaborate with Dominion Energy.” [...] CFS is         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m currently completing development of its fusion demonstration machine, SPARC, at its headquarters in Devens,     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Massachusetts. SPARC is expected to produce its first plasma in 2026 and net fusion energy shortly after,       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m demonstrating for the first time a commercially relevant design that will produce more power than consumed.     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m SPARC paves the way for ARC, which is expected to deliver power to the grid in the early 2030s.\\n\\nAbout        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems', 'score': 0.44015694, 'raw_content': None}], 'response_time': 1.74}                \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"FINAL FUNDING UPDATE - Commonwealth Fusion Systems:\\n\\nSeries B Funding Details:\\n- Closed more     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> than $1.8 billion in Series B funding (as of March 2024)\\n- Currently raising Series B2 extension targeting $1  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> billion to $1.5 billion\\n- A hyperscale data center developer is anchoring the Series B2 raise\\n- Total funding <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> now exceeds $2 billion since 2018 founding\\n- Major investors include: Google, Microsoft co-founder Bill Gates, <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Temasek Holdings, Eni\\n\\nKey Leadership:\\n- CEO: Bob Mumgaard (Co-founder)\\n- Chief Science Officer: Brandon    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Sorbom\\n- VP of Production: Darby Dunn\\n- Principal for Community Relations: Jessica Strunkin\\n\\nTimeline       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Summary:\\n- 2026: SPARC expected to produce first plasma\\n- 2027: SPARC target for first net energy production  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> (Q&gt;1)\\n- Early 2030s: ARC commercial power plant to deliver power to grid in Virginia\\n\\nCompany Status:\\n-     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> World's largest private fusion company\\n- Most well-funded fusion startup globally\\n- Leading position in       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> fusion energy sector by investment\"                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"FINAL FUNDING UPDATE - Commonwealth Fusion Systems:\\n\\nSeries B Funding Details:\\n- Closed more     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m than $1.8 billion in Series B funding (as of March 2024)\\n- Currently raising Series B2 extension targeting $1  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m billion to $1.5 billion\\n- A hyperscale data center developer is anchoring the Series B2 raise\\n- Total funding \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m now exceeds $2 billion since 2018 founding\\n- Major investors include: Google, Microsoft co-founder Bill Gates, \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Temasek Holdings, Eni\\n\\nKey Leadership:\\n- CEO: Bob Mumgaard (Co-founder)\\n- Chief Science Officer: Brandon    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Sorbom\\n- VP of Production: Darby Dunn\\n- Principal for Community Relations: Jessica Strunkin\\n\\nTimeline       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Summary:\\n- 2026: SPARC expected to produce first plasma\\n- 2027: SPARC target for first net energy production  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m (Q>1)\\n- Early 2030s: ARC commercial power plant to deliver power to grid in Virginia\\n\\nCompany Status:\\n-     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m World's largest private fusion company\\n- Most well-funded fusion startup globally\\n- Leading position in       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m fusion energy sector by investment\"                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: FINAL FUNDING UPDATE - Commonwealth Fusion Systems:                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Series B Funding Details:                                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Closed more than $1.8 billion in Series B funding (as of March 2024)                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Currently raising Series B2 extension targeting $1 billion to $1.5 billion                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - A hyperscale data center developer is anchoring the Series B2 raise                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Total funding now exceeds $2 billion since 2018 founding                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Major investors include: Google, Microsoft co-founder Bill Gates, Temasek Holdings, Eni                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Key Leadership:                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - CEO: Bob Mumgaard (Co-founder)                                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Chief Science Officer: Brandon Sorbom                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - VP of Production: Darby Dunn                                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Principal for Community Relations: Jessica Strunkin                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Timeline Summary:                                                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - 2026: SPARC expected to produce first plasma                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - 2027: SPARC target for first net energy production (Q&gt;1)                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Early 2030s: ARC commercial power plant to deliver power to grid in Virginia                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Company Status:                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - World's largest private fusion company                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Most well-funded fusion startup globally                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Leading position in fusion energy sector by investment                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: FINAL FUNDING UPDATE - Commonwealth Fusion Systems:                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Series B Funding Details:                                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Closed more than $1.8 billion in Series B funding (as of March 2024)                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Currently raising Series B2 extension targeting $1 billion to $1.5 billion                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - A hyperscale data center developer is anchoring the Series B2 raise                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Total funding now exceeds $2 billion since 2018 founding                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Major investors include: Google, Microsoft co-founder Bill Gates, Temasek Holdings, Eni                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Key Leadership:                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - CEO: Bob Mumgaard (Co-founder)                                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Chief Science Officer: Brandon Sorbom                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - VP of Production: Darby Dunn                                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Principal for Community Relations: Jessica Strunkin                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Timeline Summary:                                                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - 2026: SPARC expected to produce first plasma                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - 2027: SPARC target for first net energy production (Q>1)                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Early 2030s: ARC commercial power plant to deliver power to grid in Virginia                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Company Status:                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - World's largest private fusion company                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Most well-funded fusion startup globally                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Leading position in fusion energy sector by investment                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Based on my comprehensive research, here's a detailed overview of Commonwealth Fusion Systems' funding rounds   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> and recent developments:                                                                                        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## **Funding Rounds &amp; Financial Status**                                                                        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Major Private Funding**                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Total Raised**: Over $2 billion since founding in 2018                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Series B**: Closed more than $1.8 billion (as of March 2024)                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Series B2 (Ongoing)**: Currently raising $1 billion to $1.5 billion extension                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   - A hyperscale data center developer is anchoring this round                                                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   - Signals strong tech industry interest in fusion energy                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Key Investors**                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Google                                                                                                        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Bill Gates (Microsoft co-founder)                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Temasek Holdings                                                                                              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Eni (Italian energy company)                                                                                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Government Funding (2024)**                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **September 2024**: $2.5M from ARPA-E for CHADWICK program                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **August 2024**: INFUSE program funding from Fusion Energy Sciences (FES)                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## **Recent Major Developments (2024)**                                                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Technical Breakthroughs**                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 1. **Central Solenoid Model Coil (CSMC) Success** (November 18, 2024)                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Successfully tested record-breaking electromagnet                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Completed 45-experiment campaign under SPARC-like conditions                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Described as \"the last outstanding big piece of technology demonstration needed for SPARC\"                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Performed flawlessly, proving out pulsed magnet technology                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 2. **PIT VIPER Cable Technology** (October 30, 2024)                                                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Breakthrough superconducting cable technology detailed                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Second foundational electromagnet technology for compact fusion plants                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Over 4 kilometers of cable fabricated                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    - Exceeded all performance expectations                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **SPARC Construction Progress**                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Completed manufacture of more than half of toroidal field (TF) magnet \"pancakes\"                              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Begun manufacturing first poloidal field (PF) magnet                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - SPARC facility becoming a \"hub of activity\" with equipment assembly                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Timeline**: First plasma expected 2026, net energy production target 2027                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Commercial Power Plant Announcement** (December 17, 2024)                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Historic Milestone**: Announced world's first grid-scale commercial fusion power plant                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Location**: James River Industrial Park, Chesterfield County, Virginia                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Capacity**: ~400 MW (enough to power 150,000 homes)                                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Timeline**: Power to grid by early 2030s                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Economic Impact**: Expected to create hundreds of jobs and billions in economic development                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Partnership**: Collaborating with Dominion Energy                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Strategic Partnerships**                                                                                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Partnership with Type One Energy for superconducting magnets                                                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Supplied HTS magnets for University of Wisconsin's WHAM experiment                                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Continued collaboration with MIT (original spinout)                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## **Market Position**                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Industry Leader**: World's largest private fusion company                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Funding Leader**: Most well-funded fusion startup globally (ahead of TAE Technologies and Helion)           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Technology Focus**: High-temperature superconducting (HTS) magnets for compact tokamak reactors             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Commonwealth Fusion Systems appears to be making significant progress toward commercializing fusion energy,     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> with strong financial backing, major technical achievements in 2024, and a clear path to commercial deployment  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> through their SPARC demonstration reactor and ARC commercial power plant.                                       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Based on my comprehensive research, here's a detailed overview of Commonwealth Fusion Systems' funding rounds   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m and recent developments:                                                                                        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## **Funding Rounds & Financial Status**                                                                        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Major Private Funding**                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Total Raised**: Over $2 billion since founding in 2018                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Series B**: Closed more than $1.8 billion (as of March 2024)                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Series B2 (Ongoing)**: Currently raising $1 billion to $1.5 billion extension                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   - A hyperscale data center developer is anchoring this round                                                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   - Signals strong tech industry interest in fusion energy                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Key Investors**                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Google                                                                                                        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Bill Gates (Microsoft co-founder)                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Temasek Holdings                                                                                              \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Eni (Italian energy company)                                                                                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Government Funding (2024)**                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **September 2024**: $2.5M from ARPA-E for CHADWICK program                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **August 2024**: INFUSE program funding from Fusion Energy Sciences (FES)                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## **Recent Major Developments (2024)**                                                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Technical Breakthroughs**                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 1. **Central Solenoid Model Coil (CSMC) Success** (November 18, 2024)                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Successfully tested record-breaking electromagnet                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Completed 45-experiment campaign under SPARC-like conditions                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Described as \"the last outstanding big piece of technology demonstration needed for SPARC\"                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Performed flawlessly, proving out pulsed magnet technology                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 2. **PIT VIPER Cable Technology** (October 30, 2024)                                                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Breakthrough superconducting cable technology detailed                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Second foundational electromagnet technology for compact fusion plants                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Over 4 kilometers of cable fabricated                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    - Exceeded all performance expectations                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **SPARC Construction Progress**                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Completed manufacture of more than half of toroidal field (TF) magnet \"pancakes\"                              \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Begun manufacturing first poloidal field (PF) magnet                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - SPARC facility becoming a \"hub of activity\" with equipment assembly                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Timeline**: First plasma expected 2026, net energy production target 2027                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Commercial Power Plant Announcement** (December 17, 2024)                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Historic Milestone**: Announced world's first grid-scale commercial fusion power plant                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Location**: James River Industrial Park, Chesterfield County, Virginia                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Capacity**: ~400 MW (enough to power 150,000 homes)                                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Timeline**: Power to grid by early 2030s                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Economic Impact**: Expected to create hundreds of jobs and billions in economic development                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Partnership**: Collaborating with Dominion Energy                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Strategic Partnerships**                                                                                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Partnership with Type One Energy for superconducting magnets                                                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Supplied HTS magnets for University of Wisconsin's WHAM experiment                                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Continued collaboration with MIT (original spinout)                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## **Market Position**                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Industry Leader**: World's largest private fusion company                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Funding Leader**: Most well-funded fusion startup globally (ahead of TAE Technologies and Helion)           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Technology Focus**: High-temperature superconducting (HTS) magnets for compact tokamak reactors             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Commonwealth Fusion Systems appears to be making significant progress toward commercializing fusion energy,     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m with strong financial backing, major technical achievements in 2024, and a clear path to commercial deployment  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m through their SPARC demonstration reactor and ARC commercial power plant.                                       \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#  Research request\n",
    "config = {\"configurable\": {\"thread_id\": \"1\"}}\n",
    "state = agent.invoke({\n",
    "    \"messages\": [HumanMessage(content=\"Can you search for funding rounds and recent developments of Commonwealth Fusion Systems?\")]\n",
    "}, config)\n",
    "\n",
    "from utils import format_messages\n",
    "console.print(\"\\n[bold cyan]Workflow Result (Thread 1) - Kick Off Research:[/bold cyan]\")\n",
    "format_messages(state['messages'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here is the [trace](https://smith.langchain.com/public/ca39ff80-36b1-4670-be55-22c3fd5b3bfd/r) for this run.\n",
    "\n",
    "Now, let's start a new conversation and see if the agent can access the scratchpad from the previous conversation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">Workflow Result (Thread </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">) - Cross-Thread Memory Access:</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n",
       "\u001b[1;36mWorkflow Result \u001b[0m\u001b[1;36m(\u001b[0m\u001b[1;36mThread \u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;36m)\u001b[0m\u001b[1;36m - Cross-Thread Memory Access:\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #000080; text-decoration-color: #000080\">╭─────────────────────────────────────────────────── 🧑 Human ────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #000080; text-decoration-color: #000080\">│</span> How does the funding raised for Helion Energy compare to Commonwealth Fusion Systems?                           <span style=\"color: #000080; text-decoration-color: #000080\">│</span>\n",
       "<span style=\"color: #000080; text-decoration-color: #000080\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[34m╭─\u001b[0m\u001b[34m──────────────────────────────────────────────────\u001b[0m\u001b[34m 🧑 Human \u001b[0m\u001b[34m───────────────────────────────────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
       "\u001b[34m│\u001b[0m How does the funding raised for Helion Energy compare to Commonwealth Fusion Systems?                           \u001b[34m│\u001b[0m\n",
       "\u001b[34m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> I'll help you compare the funding raised by Helion Energy and Commonwealth Fusion Systems. Let me start by      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> checking my scratchpad and then conducting research on both companies.                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: ReadFromScratchpad                                                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"reasoning\": \"Checking if I have any previous research on Helion Energy or Commonwealth Fusion Systems        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> funding information\"                                                                                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m I'll help you compare the funding raised by Helion Energy and Commonwealth Fusion Systems. Let me start by      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m checking my scratchpad and then conducting research on both companies.                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: ReadFromScratchpad                                                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"reasoning\": \"Checking if I have any previous research on Helion Energy or Commonwealth Fusion Systems        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m funding information\"                                                                                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Notes from scratchpad: FINAL FUNDING UPDATE - Commonwealth Fusion Systems:                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Series B Funding Details:                                                                                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Closed more than $1.8 billion in Series B funding (as of March 2024)                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Currently raising Series B2 extension targeting $1 billion to $1.5 billion                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - A hyperscale data center developer is anchoring the Series B2 raise                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Total funding now exceeds $2 billion since 2018 founding                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Major investors include: Google, Microsoft co-founder Bill Gates, Temasek Holdings, Eni                       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Key Leadership:                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - CEO: Bob Mumgaard (Co-founder)                                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Chief Science Officer: Brandon Sorbom                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - VP of Production: Darby Dunn                                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Principal for Community Relations: Jessica Strunkin                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Timeline Summary:                                                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - 2026: SPARC expected to produce first plasma                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - 2027: SPARC target for first net energy production (Q&gt;1)                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Early 2030s: ARC commercial power plant to deliver power to grid in Virginia                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Company Status:                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - World's largest private fusion company                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Most well-funded fusion startup globally                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Leading position in fusion energy sector by investment                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Notes from scratchpad: FINAL FUNDING UPDATE - Commonwealth Fusion Systems:                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Series B Funding Details:                                                                                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Closed more than $1.8 billion in Series B funding (as of March 2024)                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Currently raising Series B2 extension targeting $1 billion to $1.5 billion                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - A hyperscale data center developer is anchoring the Series B2 raise                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Total funding now exceeds $2 billion since 2018 founding                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Major investors include: Google, Microsoft co-founder Bill Gates, Temasek Holdings, Eni                       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Key Leadership:                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - CEO: Bob Mumgaard (Co-founder)                                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Chief Science Officer: Brandon Sorbom                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - VP of Production: Darby Dunn                                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Principal for Community Relations: Jessica Strunkin                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Timeline Summary:                                                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - 2026: SPARC expected to produce first plasma                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - 2027: SPARC target for first net energy production (Q>1)                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Early 2030s: ARC commercial power plant to deliver power to grid in Virginia                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Company Status:                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - World's largest private fusion company                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Most well-funded fusion startup globally                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Leading position in fusion energy sector by investment                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Great! I have some information about Commonwealth Fusion Systems already. Now let me create a research plan and <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> search for current information on both companies' funding.                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"RESEARCH PLAN: Helion Energy vs Commonwealth Fusion Systems Funding Comparison\\n\\nFrom previous     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> research:\\n- Commonwealth Fusion Systems: Over $2 billion raised, currently raising Series B2 extension         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ($1-1.5B)\\n\\nNeed to research:\\n1. Helion Energy total funding raised\\n2. Helion Energy recent funding rounds   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> and investors\\n3. Updated Commonwealth Fusion Systems funding (verify current totals)\\n4. Direct comparison of  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> funding amounts\\n5. Context on what these funding levels mean in the fusion industry\\n\\nSearch Strategy:\\n-     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Start with Helion Energy funding information\\n- Verify/update Commonwealth Fusion Systems data\\n- Look for      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> industry comparisons\"                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Great! I have some information about Commonwealth Fusion Systems already. Now let me create a research plan and \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m search for current information on both companies' funding.                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"RESEARCH PLAN: Helion Energy vs Commonwealth Fusion Systems Funding Comparison\\n\\nFrom previous     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m research:\\n- Commonwealth Fusion Systems: Over $2 billion raised, currently raising Series B2 extension         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ($1-1.5B)\\n\\nNeed to research:\\n1. Helion Energy total funding raised\\n2. Helion Energy recent funding rounds   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m and investors\\n3. Updated Commonwealth Fusion Systems funding (verify current totals)\\n4. Direct comparison of  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m funding amounts\\n5. Context on what these funding levels mean in the fusion industry\\n\\nSearch Strategy:\\n-     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Start with Helion Energy funding information\\n- Verify/update Commonwealth Fusion Systems data\\n- Look for      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m industry comparisons\"                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: RESEARCH PLAN: Helion Energy vs Commonwealth Fusion Systems Funding Comparison             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> From previous research:                                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Commonwealth Fusion Systems: Over $2 billion raised, currently raising Series B2 extension ($1-1.5B)          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Need to research:                                                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 1. Helion Energy total funding raised                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2. Helion Energy recent funding rounds and investors                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 3. Updated Commonwealth Fusion Systems funding (verify current totals)                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 4. Direct comparison of funding amounts                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 5. Context on what these funding levels mean in the fusion industry                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Search Strategy:                                                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Start with Helion Energy funding information                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Verify/update Commonwealth Fusion Systems data                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Look for industry comparisons                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: RESEARCH PLAN: Helion Energy vs Commonwealth Fusion Systems Funding Comparison             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m From previous research:                                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Commonwealth Fusion Systems: Over $2 billion raised, currently raising Series B2 extension ($1-1.5B)          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Need to research:                                                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 1. Helion Energy total funding raised                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2. Helion Energy recent funding rounds and investors                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 3. Updated Commonwealth Fusion Systems funding (verify current totals)                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 4. Direct comparison of funding amounts                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 5. Context on what these funding levels mean in the fusion industry                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Search Strategy:                                                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Start with Helion Energy funding information                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Verify/update Commonwealth Fusion Systems data                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Look for industry comparisons                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Helion Energy funding raised total amount investors 2024\",                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\"                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Helion Energy funding raised total amount investors 2024\",                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\"                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Helion Energy funding raised total amount investors 2024', 'follow_up_questions': None, 'answer':    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> None, 'images': [], 'results': [{'url':                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://newatlas.com/energy/helion-1-billion-3-years-fusion-clean-energy/', 'title': 'Helion has $1 billion    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> and 3 years to figure out fusion-powered energy', 'content': \"Helion has $1 billion and 3 years to figure out   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion-powered energy\\n\\nWashington-based fusion energy company Helion just raised US$425 million in fresh      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> funding for its bid to be the first to produce usable electricity through nuclear fusion. The firm's latest     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Series F round brings the total investment into Helion over the $1 billion line, and it's aiming to begin       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> delivering power from a single fusion 50-MW plant to Microsoft by 2028. [...] The latest injection of funds     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> will be directed towards manufacturing components in-house, including capacitors for energy storage and         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> magnetic coils for its prototype fusion reactor. That follows a $500 million round from back in 2021, and it    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> should help Helion advance its work building a commercial power plant over the next few years. [...] Helion     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> isn't alone in the race to make nuclear fusion a reality. As our own David Szondy noted last July, nearly 50    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> privately funded fusion startups in 12 countries are aiming to deliver commercial fusion power by 2030. And     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> earlier this week, a Chinese reactor set a new record with a 1,066-second-long fusion reaction.\\n\\nCracking     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> this puzzle could mean a world-changing way to generate abundant clean power, so this is a competition worth    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> keeping an eye on.\\n\\nSource: Helion Energy\\n\\nTags\", 'score': 0.72629017, 'raw_content': None}, {'url':        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.helionenergy.com/articles/helion-announces-425m-series-f-investment-to-scale-commercialized-fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> -power/', 'title': 'Helion Announces $425M Series F Investment to Scale ...', 'content': 'Moskovitz through     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Good Ventures Foundation, and Nucor. This latest round of funding will bring the total invested in Helion to    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> over $1 billion and values the company at $5.425 billion post-money. [...] Moskovitz through Good Ventures      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Foundation, and Nucor. This latest round of funding will bring the total invested in Helion to over $1 billion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> and values the company at $5.425 billion post-money. [...] EVERETT, Wash. – January 28, 2025 – Helion, a fusion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> energy company, today announced a $425 million Series F investment round that will be used to scale             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercialization efforts for the company’s groundbreaking fusion technology. The oversubscribed and upsized    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> round had participation from new investors, including Lightspeed Venture Partners, SoftBank Vision Fund 2, and  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> a major university endowment, and existing investors including Sam Altman, Mithril Capital, Capricorn           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Investment Group, Dustin', 'score': 0.694241, 'raw_content': None}, {'url':                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.heraldnet.com/news/helion-celebrates-smoother-path-to-fusion-energy-site-approval/', 'title':      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Helion celebrates smoother path to fusion energy site approval', 'content': 'Helion received $425 million in   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> new funding in January to expand its goal of building nuclear plants using fusion energy.\\n\\nThe company has    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> raised more than $1 billion for its efforts to deliver carbon-free electricity without the drawbacks of         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> traditional nuclear power, such as radioactive waste. [...] Positions with three or more candidates will go to  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> voters Aug. 5 to determine final contenders for the Nov. 4 general election.\\n\\nImage 27: Aaron Weinstock uses  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> an x-ray machine toy inside the Imagine Children Museum on Tuesday, Dec. 3, 2024 in Everett, Washington.        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> (Olivia Vanni / The Herald)\\n\\n##### Imagine Children’s Museum $250k grant reinstated following federal court   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> order\\n\\nThe federal grant supports a program that brings free science lessons to children throughout rural     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Snohomish County. [...] A who’s who of tech investors for Helion include Open AI CEO Sam Altman, Japanese       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> investment firm’s SoftBank Vision Fund 2, Lightspeed Venture Partners, Facebook co-founder Dustin Moskovitz     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> through the Good Ventures Foundation, Mithril Capital and the Capricorn Investment Group.\\n\\nHelion employs 550 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> workers in Everett.\\n\\n_Randy Diamond: 425-339-3097; randy.diamond@heraldnet.com._', 'score': 0.5321097,        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url': 'https://news.crunchbase.com/venture/biggest-funding-rounds-helion-elevenlabs/',  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': \"The Week's Biggest Funding Rounds: Helion Energy Takes Top ...\", 'content': 'D, also led by Eden      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Global Partners. Founded in 2017, the company has raised nearly $431 million, per Crunchbase. [...] 8. (tied)   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Smart Wires, $65M, electronics: Durham, North Carolina-based Smart Wires, a company that develops solutions for <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> a more reliable and affordable power grid, raised $65 million in a new investment that included participation   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> from BP Energy Partners. Founded in 2010, the company has raised $248 million, per Crunchbase. [...] 1. Helion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Energy, $425M, energy: Fusion startup Helion Energy locked up a $425 million Series F — valuing the company at  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> $5.4 billion — as the company looks to commercialize its fusion technology. The round included participation    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> from investors including Lightspeed Venture Partners, SoftBank Vision Fund 2 and Sam Altman. The Everett,       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Washington-based startup has now raised more than $1 billion. In November 2021, Helion closed a $500 million    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Series E. The new round further illustrates investors’', 'score': 0.5271467, 'raw_content': None}, {'url':      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://en.wikipedia.org/wiki/Helion_Energy', 'title': 'Helion Energy - Wikipedia', 'content': 'Helion Energy  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> received $7 million in funding from NASA, the United States Department of Energy and the Department of          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Defense,[\\[31\\\\]]( followed by $1.5 million from the private sector in August 2014, through the seed            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> accelerators Y Combinator and Mithril Capital Management.[\\[32\\\\]]( [...] In 2021, the company was valued at    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> three billion dollars.[\\[33\\\\]]( As of late 2021, investment totaled $77.8M.[\\[34\\\\]]( In November 2021, Helion <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> received $500 million in Series E funding, with an additional $1.7 billion of commitments tied to specific      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> milestones.[\\[35\\\\]]( The funding was mainly led by Sam Altman, CEO of OpenAI, who is also the executive        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> chairman of Helion.[\\[36\\\\]](\\n\\nCriticism\\n---------\\n\\n\\ [...] 6.  ^ \"Helion Energy\". _Helion Energy_.        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Archived from the original on May 28, 2019. Retrieved September 30, 2022.\\n7.  ^ _a_ _b_ _c_ _d_ Wang, Brian    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> (August 18, 2015). \"Helion Energy Raised $10.9 Million\". _NextBigFuture_. Archived from the original on June    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 22, 2021. Retrieved June 24, 2021.\\n8.  ^ \"Summer 2014 Companies (YC S14)\". _Y Combinator Universe_. July 21,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2010. Archived from the original on September 30, 2022. Retrieved September 30, 2022.', 'score': 0.47504577,    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}], 'response_time': 2.1}                                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Helion Energy funding raised total amount investors 2024', 'follow_up_questions': None, 'answer':    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m None, 'images': [], 'results': [{'url':                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://newatlas.com/energy/helion-1-billion-3-years-fusion-clean-energy/', 'title': 'Helion has $1 billion    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m and 3 years to figure out fusion-powered energy', 'content': \"Helion has $1 billion and 3 years to figure out   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion-powered energy\\n\\nWashington-based fusion energy company Helion just raised US$425 million in fresh      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m funding for its bid to be the first to produce usable electricity through nuclear fusion. The firm's latest     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Series F round brings the total investment into Helion over the $1 billion line, and it's aiming to begin       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m delivering power from a single fusion 50-MW plant to Microsoft by 2028. [...] The latest injection of funds     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m will be directed towards manufacturing components in-house, including capacitors for energy storage and         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m magnetic coils for its prototype fusion reactor. That follows a $500 million round from back in 2021, and it    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m should help Helion advance its work building a commercial power plant over the next few years. [...] Helion     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m isn't alone in the race to make nuclear fusion a reality. As our own David Szondy noted last July, nearly 50    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m privately funded fusion startups in 12 countries are aiming to deliver commercial fusion power by 2030. And     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m earlier this week, a Chinese reactor set a new record with a 1,066-second-long fusion reaction.\\n\\nCracking     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m this puzzle could mean a world-changing way to generate abundant clean power, so this is a competition worth    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m keeping an eye on.\\n\\nSource: Helion Energy\\n\\nTags\", 'score': 0.72629017, 'raw_content': None}, {'url':        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.helionenergy.com/articles/helion-announces-425m-series-f-investment-to-scale-commercialized-fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m -power/', 'title': 'Helion Announces $425M Series F Investment to Scale ...', 'content': 'Moskovitz through     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Good Ventures Foundation, and Nucor. This latest round of funding will bring the total invested in Helion to    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m over $1 billion and values the company at $5.425 billion post-money. [...] Moskovitz through Good Ventures      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Foundation, and Nucor. This latest round of funding will bring the total invested in Helion to over $1 billion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m and values the company at $5.425 billion post-money. [...] EVERETT, Wash. – January 28, 2025 – Helion, a fusion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m energy company, today announced a $425 million Series F investment round that will be used to scale             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercialization efforts for the company’s groundbreaking fusion technology. The oversubscribed and upsized    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m round had participation from new investors, including Lightspeed Venture Partners, SoftBank Vision Fund 2, and  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m a major university endowment, and existing investors including Sam Altman, Mithril Capital, Capricorn           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Investment Group, Dustin', 'score': 0.694241, 'raw_content': None}, {'url':                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.heraldnet.com/news/helion-celebrates-smoother-path-to-fusion-energy-site-approval/', 'title':      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Helion celebrates smoother path to fusion energy site approval', 'content': 'Helion received $425 million in   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m new funding in January to expand its goal of building nuclear plants using fusion energy.\\n\\nThe company has    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m raised more than $1 billion for its efforts to deliver carbon-free electricity without the drawbacks of         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m traditional nuclear power, such as radioactive waste. [...] Positions with three or more candidates will go to  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m voters Aug. 5 to determine final contenders for the Nov. 4 general election.\\n\\nImage 27: Aaron Weinstock uses  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m an x-ray machine toy inside the Imagine Children Museum on Tuesday, Dec. 3, 2024 in Everett, Washington.        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m (Olivia Vanni / The Herald)\\n\\n##### Imagine Children’s Museum $250k grant reinstated following federal court   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m order\\n\\nThe federal grant supports a program that brings free science lessons to children throughout rural     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Snohomish County. [...] A who’s who of tech investors for Helion include Open AI CEO Sam Altman, Japanese       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m investment firm’s SoftBank Vision Fund 2, Lightspeed Venture Partners, Facebook co-founder Dustin Moskovitz     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m through the Good Ventures Foundation, Mithril Capital and the Capricorn Investment Group.\\n\\nHelion employs 550 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m workers in Everett.\\n\\n_Randy Diamond: 425-339-3097; randy.diamond@heraldnet.com._', 'score': 0.5321097,        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url': 'https://news.crunchbase.com/venture/biggest-funding-rounds-helion-elevenlabs/',  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': \"The Week's Biggest Funding Rounds: Helion Energy Takes Top ...\", 'content': 'D, also led by Eden      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Global Partners. Founded in 2017, the company has raised nearly $431 million, per Crunchbase. [...] 8. (tied)   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Smart Wires, $65M, electronics: Durham, North Carolina-based Smart Wires, a company that develops solutions for \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m a more reliable and affordable power grid, raised $65 million in a new investment that included participation   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m from BP Energy Partners. Founded in 2010, the company has raised $248 million, per Crunchbase. [...] 1. Helion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Energy, $425M, energy: Fusion startup Helion Energy locked up a $425 million Series F — valuing the company at  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m $5.4 billion — as the company looks to commercialize its fusion technology. The round included participation    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m from investors including Lightspeed Venture Partners, SoftBank Vision Fund 2 and Sam Altman. The Everett,       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Washington-based startup has now raised more than $1 billion. In November 2021, Helion closed a $500 million    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Series E. The new round further illustrates investors’', 'score': 0.5271467, 'raw_content': None}, {'url':      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://en.wikipedia.org/wiki/Helion_Energy', 'title': 'Helion Energy - Wikipedia', 'content': 'Helion Energy  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m received $7 million in funding from NASA, the United States Department of Energy and the Department of          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Defense,[\\[31\\\\]]( followed by $1.5 million from the private sector in August 2014, through the seed            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m accelerators Y Combinator and Mithril Capital Management.[\\[32\\\\]]( [...] In 2021, the company was valued at    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m three billion dollars.[\\[33\\\\]]( As of late 2021, investment totaled $77.8M.[\\[34\\\\]]( In November 2021, Helion \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m received $500 million in Series E funding, with an additional $1.7 billion of commitments tied to specific      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m milestones.[\\[35\\\\]]( The funding was mainly led by Sam Altman, CEO of OpenAI, who is also the executive        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m chairman of Helion.[\\[36\\\\]](\\n\\nCriticism\\n---------\\n\\n\\ [...] 6.  ^ \"Helion Energy\". _Helion Energy_.        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Archived from the original on May 28, 2019. Retrieved September 30, 2022.\\n7.  ^ _a_ _b_ _c_ _d_ Wang, Brian    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m (August 18, 2015). \"Helion Energy Raised $10.9 Million\". _NextBigFuture_. Archived from the original on June    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 22, 2021. Retrieved June 24, 2021.\\n8.  ^ \"Summer 2014 Companies (YC S14)\". _Y Combinator Universe_. July 21,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2010. Archived from the original on September 30, 2022. Retrieved September 30, 2022.', 'score': 0.47504577,    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}], 'response_time': 2.1}                                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"HELION ENERGY FUNDING UPDATE (January 2025):\\n\\nLatest Funding Round:\\n- Series F: $425 million     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> (January 28, 2025)\\n- Post-money valuation: $5.425 billion\\n- Total funding raised: Over $1 billion\\n\\nKey      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Investors in Series F:\\n- Lightspeed Venture Partners (new)\\n- SoftBank Vision Fund 2 (new)\\n- Major university <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> endowment (new)\\n- Sam Altman (existing)\\n- Mithril Capital (existing)\\n- Capricorn Investment Group            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> (existing)\\n- Dustin Moskovitz through Good Ventures Foundation (existing)\\n- Nucor (existing)\\n\\nPrevious      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Major Rounds:\\n- Series E (November 2021): $500 million\\n- Additional $1.7 billion in commitments tied to       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> milestones\\n- Early funding: $7M from NASA, DOE, DoD + $1.5M private (2014)\\n\\nCompany Details:\\n- 550          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> employees in Everett, Washington\\n- Target: Deliver power to Microsoft by 2028 (50-MW plant)\\n- Executive       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Chairman: Sam Altman (OpenAI CEO)\"                                                                              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"HELION ENERGY FUNDING UPDATE (January 2025):\\n\\nLatest Funding Round:\\n- Series F: $425 million     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m (January 28, 2025)\\n- Post-money valuation: $5.425 billion\\n- Total funding raised: Over $1 billion\\n\\nKey      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Investors in Series F:\\n- Lightspeed Venture Partners (new)\\n- SoftBank Vision Fund 2 (new)\\n- Major university \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m endowment (new)\\n- Sam Altman (existing)\\n- Mithril Capital (existing)\\n- Capricorn Investment Group            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m (existing)\\n- Dustin Moskovitz through Good Ventures Foundation (existing)\\n- Nucor (existing)\\n\\nPrevious      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Major Rounds:\\n- Series E (November 2021): $500 million\\n- Additional $1.7 billion in commitments tied to       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m milestones\\n- Early funding: $7M from NASA, DOE, DoD + $1.5M private (2014)\\n\\nCompany Details:\\n- 550          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m employees in Everett, Washington\\n- Target: Deliver power to Microsoft by 2028 (50-MW plant)\\n- Executive       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Chairman: Sam Altman (OpenAI CEO)\"                                                                              \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: HELION ENERGY FUNDING UPDATE (January 2025):                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Latest Funding Round:                                                                                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Series F: $425 million (January 28, 2025)                                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Post-money valuation: $5.425 billion                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Total funding raised: Over $1 billion                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Key Investors in Series F:                                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Lightspeed Venture Partners (new)                                                                             <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - SoftBank Vision Fund 2 (new)                                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Major university endowment (new)                                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Sam Altman (existing)                                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Mithril Capital (existing)                                                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Capricorn Investment Group (existing)                                                                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Dustin Moskovitz through Good Ventures Foundation (existing)                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Nucor (existing)                                                                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Previous Major Rounds:                                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Series E (November 2021): $500 million                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Additional $1.7 billion in commitments tied to milestones                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Early funding: $7M from NASA, DOE, DoD + $1.5M private (2014)                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Company Details:                                                                                                <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - 550 employees in Everett, Washington                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Target: Deliver power to Microsoft by 2028 (50-MW plant)                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Executive Chairman: Sam Altman (OpenAI CEO)                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: HELION ENERGY FUNDING UPDATE (January 2025):                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Latest Funding Round:                                                                                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Series F: $425 million (January 28, 2025)                                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Post-money valuation: $5.425 billion                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Total funding raised: Over $1 billion                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Key Investors in Series F:                                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Lightspeed Venture Partners (new)                                                                             \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - SoftBank Vision Fund 2 (new)                                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Major university endowment (new)                                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Sam Altman (existing)                                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Mithril Capital (existing)                                                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Capricorn Investment Group (existing)                                                                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Dustin Moskovitz through Good Ventures Foundation (existing)                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Nucor (existing)                                                                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Previous Major Rounds:                                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Series E (November 2021): $500 million                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Additional $1.7 billion in commitments tied to milestones                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Early funding: $7M from NASA, DOE, DoD + $1.5M private (2014)                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Company Details:                                                                                                \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - 550 employees in Everett, Washington                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Target: Deliver power to Microsoft by 2028 (50-MW plant)                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Executive Chairman: Sam Altman (OpenAI CEO)                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Now let me search for the most current information on Commonwealth Fusion Systems to ensure I have the latest   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> funding data.                                                                                                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"Commonwealth Fusion Systems funding raised total 2024 2025 Series B\",                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\"                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Now let me search for the most current information on Commonwealth Fusion Systems to ensure I have the latest   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m funding data.                                                                                                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"Commonwealth Fusion Systems funding raised total 2024 2025 Series B\",                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\"                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': 'Commonwealth Fusion Systems funding raised total 2024 2025 Series B', 'follow_up_questions': None,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'answer': None, 'images': [], 'results': [{'url':                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.cfs.energy/news-and-media/commonwealth-fusion-systems-closes-1-8-billion-series-b-round', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to ...', 'content': 'Commonwealth Fusion Systems    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> (CFS) announced it has closed on more than $1.8 billion in Series B funding to commercialize fusion energy.     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> This includes capital to construct, commission, and operate SPARC, the world’s first commercially relevant net  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> energy fusion machine. In addition, it will enable the company to begin work on ARC, the first commercial       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> fusion power plant, which includes developing support technologies, advancing the design, identifying the site, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> and assembling the partners and [...] #### Related Topics\\n\\nfundingcompany news\\n\\nJoin the power              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> movement\\n-----------------------\\n\\nFollow Us\\n\\n   Image 1\\n   Image 2\\n   Image 3\\n   Image 4\\n\\nApply       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Now\\n\\n[](\\nCommonwealth Fusion Systems\\n\\n117 Hospital Rd\\n\\nDevens, MA 01434\\n\\nCopyright 2024 Commonwealth   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems\\n\\nAll rights reserved\\n\\nMedia &amp; Press\\n\\npress@cfs.energyGeneral                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Inquiries\\n\\ninfo@cfs.energy\\n\\nJoin our mailing list\\n\\n   Company\\n   Technology\\n   Press Releases\\n         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Privacy Policy\\n   Careers\\n   Blog [...] Commonwealth Fusion Systems Raises $1.8 Billion in Funding to         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commercialize Fusion Energy | Commonwealth Fusion Systems\\n\\n===============\\n\\nSkip to content\\n\\nCommonwealth <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems Commonwealth Fusion Systems\\n   TechnologyShow submenu for technology↓\\n   CompanyShow submenu   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> for company↓\\n   News &amp; MediaShow submenu for news &amp; media↓\\n   LocationsShow submenu for locations↓\\n          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Careers', 'score': 0.8464638, 'raw_content': None}, {'url':                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.axios.com/pro/climate-deals/2025/05/13/commonwealth-fusion-systems-b2-fundraise-arc', 'title':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': \"Published Time:                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 2025-05-13T20:02:54.860989Z\\n\\nCommonwealth Fusion Systems raising $1 billion-plus Series B2\\n===============\\n <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n\\n \\n\\nManage your consent preferences\\n\\nWe use cookies and similar methods to recognize visitors and        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> remember their preferences. We may also use them to measure ad campaign effectiveness, target ads, and analyze  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> site traffic. Depending on your location, you may opt-in or opt out of the use of these technologies.\\n\\nManage <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> targeted advertising and similar data sales or sharing [...] Commonwealth Fusion Systems has raised over $1     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> billion in extension funding to build its first commercial power system, two sources familiar with the raise    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> tell Axios.\\n\\nWhy it matters: A hyperscale data center developer is anchoring the raise, signaling just how    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> seriously tech firms are taking fusion energy.\\n\\nBy the numbers: Commonwealth Fusion's ongoing Series B2 is    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> now targeting between $1 billion and $1.5 billion, the sources tell Axios. [...] Newsletters\\n   Axios Live\\n   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Axios Entertainment\\n   Axios HQ\\n\\n   Privacy policy\\n   Terms of use\\n   Your Privacy Choices\\n\\nAxios        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> HomepageAxios Media Inc., 2025\\n\\n \\n\\nAxios Pro\\n\\nExclusive Content\\n\\nRequest a trial to unlock this         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> article\\n--------------------------------------\\n\\nUnlock exclusive reporting across VC, PE and M&amp;A from Axios  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Pro’s industry-leading journalists.\", 'score': 0.8095324, 'raw_content': None}, {'url':                         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> [...] Anyone can view, post, and comment to this community\\n\\nReddit RulesPrivacy PolicyUser AgreementReddit,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Inc. © 2025. All rights reserved.\\n\\nExpand Navigation Collapse Navigation\\n\\n   &amp;nbsp; \\n   &amp;nbsp; \\n\\n  \\n\\n  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> TOPICS \\n\\n   Internet Culture (Viral) \\n\\n   Amazing\\n   Animals &amp; Pets\\n   Cringe &amp; Facepalm\\n   Funny\\n      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Interesting\\n   Memes\\n   Oddly Satisfying\\n   Reddit Meta\\n   Wholesome &amp; Heartwarming\\n\\n   Games', 'score':  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 0.8066246, 'raw_content': None}, {'url':                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.prnewswire.com/news-releases/commonwealth-fusion-systems-raises-1-8-billion-in-funding-to-commerci <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> alize-fusion-energy-301434560.html', 'title': 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> ...', 'content': '## Financial Services &amp; Investing\\n\\n## Financial Services &amp; Investing Overview\\n\\n## View    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> All Financial Services &amp; Investing\\n\\n## General Business\\n\\n## General Business Overview\\n\\n## View All        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> General Business\\n\\n## Consumer Technology\\n\\n## Consumer Technology Overview\\n\\n## View All Consumer           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Technology\\n\\n## Energy &amp; Natural Resources\\n\\n## Energy &amp; Natural Resources Overview\\n\\n## View All Energy &amp;   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Natural Resources\\n\\n## Environ\\xadment\\n\\n## Environ\\xadment Overview\\n\\n## View All Environ\\xadment [...] ##  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
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       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Public Interest\\n\\n## Policy &amp; Public Interest Overview\\n\\n## View All Policy &amp; Public Interest\\n\\n## People &amp;  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Culture\\n\\n## People &amp; Culture Overview\\n\\n## View All People &amp; Culture\\n\\nIn-Language News\\n\\nPR Newswire:     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> news distribution, targeting and monitoring\\n\\nContact Us\\n\\n888-776-0942\\n  \\nfrom 8 AM - 10 PM ET\\n\\n#        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems Raises $1.8 Billion in Funding to Commercialize Fusion Energy [...] ## Heavy        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Industry &amp; Manufacturing\\n\\n## Heavy Industry &amp; Manufacturing Overview\\n\\n## View All Heavy Industry &amp;          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Manufacturing\\n\\n## Telecomm\\xadunications\\n\\n## Telecomm\\xadunications Overview\\n\\n## View All                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Telecomm\\xadunications\\n\\n## Consumer Products &amp; Retail\\n\\n## Consumer Products &amp; Retail Overview\\n\\n## View    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> All Consumer Products &amp; Retail\\n\\n## Entertain\\xadment &amp; Media\\n\\n## Entertain\\xadment &amp; Media Overview\\n\\n##   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> View All Entertain\\xadment &amp; Media\\n\\n## Health\\n\\n## Health Overview\\n\\n## View All Health\\n\\n## Sports',      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'score': 0.7154444, 'raw_content': None}, {'url':                                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.linkedin.com/company/commonwealth-fusion-systems', 'title': 'Commonwealth Fusion Systems |         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> LinkedIn', 'content': \"### Website\\n\\n### Crunchbase\\n\\n### LinkedIn\\n\\n### Industry\\nRenewable Energy Power    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Generation\\n\\n### Company Size\\n501-1,000 employees  \\n1024 associated members (LinkedIn members who've listed  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems as their current workplace on their profile)\\n\\n### Founded\\n2018\\n\\n###            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Funding\\nLast Round Date: 2024-07-06T00:00:00.000Z\\nLast Round Type: Grant\\nTotal Rounds: 6\\nLast Round Raised: <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> US$ 15.0M\\n\\n### Investors\\nUS Department of Energy\\n\\n### Specialties\\nN/A [...] in 2024. With responses from  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 22 private fusion companies from around the world, including CFS, the report includes some notable takeaways.   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 𝗨𝗽 𝗮𝗻𝗱 𝘁𝗼 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁: Fusion company spending with suppliers in 2024 doubled compared to 2023, and in 2025 is    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> projected to grow another 25% to $543 million. 𝗦𝘂𝗽𝗽𝗹𝗶𝗲𝗿𝘀 𝗮𝗿𝗲 𝘄𝗶𝗹𝗹𝗶𝗻𝗴 𝘁𝗼 𝗶𝗻𝘃𝗲𝘀𝘁 𝗶𝗻 𝗳𝘂𝘀𝗶𝗼𝗻: 86% of suppliers      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> increased their business with the fusion industry last year, building new capacity to support this growth.      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> About a third of those companies are [...] closer to the hardware and work taking place. This video begins a    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> three-part series taking you around the room that will be home to SPARC, the fusion machine we’ve begun         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> assembling. #FusionEnergy [Likes: 315, Comments: 3]; Commonwealth Fusion Systems (2w): The Fusion Industry      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Association published its new Fusion Industry Supply Chain Report for 2025, and the good news is the market for <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> the products and services we need to deliver our fusion future continues to get bigger, reaching $434 million\", <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'score': 0.69820654, 'raw_content': None}], 'response_time': 1.57}                                              <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': 'Commonwealth Fusion Systems funding raised total 2024 2025 Series B', 'follow_up_questions': None,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'answer': None, 'images': [], 'results': [{'url':                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.cfs.energy/news-and-media/commonwealth-fusion-systems-closes-1-8-billion-series-b-round', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to ...', 'content': 'Commonwealth Fusion Systems    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m (CFS) announced it has closed on more than $1.8 billion in Series B funding to commercialize fusion energy.     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m This includes capital to construct, commission, and operate SPARC, the world’s first commercially relevant net  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m energy fusion machine. In addition, it will enable the company to begin work on ARC, the first commercial       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m fusion power plant, which includes developing support technologies, advancing the design, identifying the site, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m and assembling the partners and [...] #### Related Topics\\n\\nfundingcompany news\\n\\nJoin the power              \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m movement\\n-----------------------\\n\\nFollow Us\\n\\n   Image 1\\n   Image 2\\n   Image 3\\n   Image 4\\n\\nApply       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Now\\n\\n[](\\nCommonwealth Fusion Systems\\n\\n117 Hospital Rd\\n\\nDevens, MA 01434\\n\\nCopyright 2024 Commonwealth   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems\\n\\nAll rights reserved\\n\\nMedia & Press\\n\\npress@cfs.energyGeneral                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Inquiries\\n\\ninfo@cfs.energy\\n\\nJoin our mailing list\\n\\n   Company\\n   Technology\\n   Press Releases\\n         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Privacy Policy\\n   Careers\\n   Blog [...] Commonwealth Fusion Systems Raises $1.8 Billion in Funding to         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commercialize Fusion Energy | Commonwealth Fusion Systems\\n\\n===============\\n\\nSkip to content\\n\\nCommonwealth \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems Commonwealth Fusion Systems\\n   TechnologyShow submenu for technology↓\\n   CompanyShow submenu   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m for company↓\\n   News & MediaShow submenu for news & media↓\\n   LocationsShow submenu for locations↓\\n          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Careers', 'score': 0.8464638, 'raw_content': None}, {'url':                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.axios.com/pro/climate-deals/2025/05/13/commonwealth-fusion-systems-b2-fundraise-arc', 'title':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': \"Published Time:                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 2025-05-13T20:02:54.860989Z\\n\\nCommonwealth Fusion Systems raising $1 billion-plus Series B2\\n===============\\n \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n\\n \\n\\nManage your consent preferences\\n\\nWe use cookies and similar methods to recognize visitors and        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m remember their preferences. We may also use them to measure ad campaign effectiveness, target ads, and analyze  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m site traffic. Depending on your location, you may opt-in or opt out of the use of these technologies.\\n\\nManage \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m targeted advertising and similar data sales or sharing [...] Commonwealth Fusion Systems has raised over $1     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m billion in extension funding to build its first commercial power system, two sources familiar with the raise    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m tell Axios.\\n\\nWhy it matters: A hyperscale data center developer is anchoring the raise, signaling just how    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m seriously tech firms are taking fusion energy.\\n\\nBy the numbers: Commonwealth Fusion's ongoing Series B2 is    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m now targeting between $1 billion and $1.5 billion, the sources tell Axios. [...] Newsletters\\n   Axios Live\\n   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Axios Entertainment\\n   Axios HQ\\n\\n   Privacy policy\\n   Terms of use\\n   Your Privacy Choices\\n\\nAxios        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m HomepageAxios Media Inc., 2025\\n\\n \\n\\nAxios Pro\\n\\nExclusive Content\\n\\nRequest a trial to unlock this         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m article\\n--------------------------------------\\n\\nUnlock exclusive reporting across VC, PE and M&A from Axios  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Pro’s industry-leading journalists.\", 'score': 0.8095324, 'raw_content': None}, {'url':                         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.reddit.com/r/fusion/comments/1km2g7h/commonwealth_fusion_systems_raising_1_billionplus/', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'Image 22: r/fusion icon r/fusion•4 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m mo. ago Image 23: A banner for the subreddit Image 24: r/fusion iconr/fusion \\nDiscussion and news on           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m advancements in the field of nuclear fusion energy and related technologies.\\n\\n  \\n\\n31K Members Online    ### \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m An Update from Commonwealth Fusion Systems (December 2024)  Image 25: r/fusion - An Update from Commonwealth    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Fusion Systems (December 2024)youtu    74 upvotes ·18 comments [...] Update on StockTwits Growth Mission as of  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 12/27/2024Image 92: r/KenduInu_Ecosystem icon r/KenduInu_Ecosystem•5 mo. ago Image 93: A banner for the         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m subreddit Image 94: r/KenduInu_Ecosystem iconr/KenduInu_Ecosystem \\nKendu is the narrative, and you are the     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m catalyst. Become the main character in the rise of the ultimate memecoin ecosystem. Will you join the pack?\\n\\n \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \\n\\n5.6K Members Online    ### Update on StockTwits Growth Mission as of 12/27/2024    89 upvotes ·7 comments   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m [...] Anyone can view, post, and comment to this community\\n\\nReddit RulesPrivacy PolicyUser AgreementReddit,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Inc. © 2025. All rights reserved.\\n\\nExpand Navigation Collapse Navigation\\n\\n   &nbsp; \\n   &nbsp; \\n\\n  \\n\\n  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m TOPICS \\n\\n   Internet Culture (Viral) \\n\\n   Amazing\\n   Animals & Pets\\n   Cringe & Facepalm\\n   Funny\\n      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Interesting\\n   Memes\\n   Oddly Satisfying\\n   Reddit Meta\\n   Wholesome & Heartwarming\\n\\n   Games', 'score':  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 0.8066246, 'raw_content': None}, {'url':                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.prnewswire.com/news-releases/commonwealth-fusion-systems-raises-1-8-billion-in-funding-to-commerci \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m alize-fusion-energy-301434560.html', 'title': 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m ...', 'content': '## Financial Services & Investing\\n\\n## Financial Services & Investing Overview\\n\\n## View    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m All Financial Services & Investing\\n\\n## General Business\\n\\n## General Business Overview\\n\\n## View All        \u001b[33m│\u001b[0m\n",
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       "\u001b[33m│\u001b[0m Natural Resources\\n\\n## Environ\\xadment\\n\\n## Environ\\xadment Overview\\n\\n## View All Environ\\xadment [...] ##  \u001b[33m│\u001b[0m\n",
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       "\u001b[33m│\u001b[0m news distribution, targeting and monitoring\\n\\nContact Us\\n\\n888-776-0942\\n  \\nfrom 8 AM - 10 PM ET\\n\\n#        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems Raises $1.8 Billion in Funding to Commercialize Fusion Energy [...] ## Heavy        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Industry & Manufacturing\\n\\n## Heavy Industry & Manufacturing Overview\\n\\n## View All Heavy Industry &          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Manufacturing\\n\\n## Telecomm\\xadunications\\n\\n## Telecomm\\xadunications Overview\\n\\n## View All                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Telecomm\\xadunications\\n\\n## Consumer Products & Retail\\n\\n## Consumer Products & Retail Overview\\n\\n## View    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m All Consumer Products & Retail\\n\\n## Entertain\\xadment & Media\\n\\n## Entertain\\xadment & Media Overview\\n\\n##   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m View All Entertain\\xadment & Media\\n\\n## Health\\n\\n## Health Overview\\n\\n## View All Health\\n\\n## Sports',      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'score': 0.7154444, 'raw_content': None}, {'url':                                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.linkedin.com/company/commonwealth-fusion-systems', 'title': 'Commonwealth Fusion Systems |         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m LinkedIn', 'content': \"### Website\\n\\n### Crunchbase\\n\\n### LinkedIn\\n\\n### Industry\\nRenewable Energy Power    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Generation\\n\\n### Company Size\\n501-1,000 employees  \\n1024 associated members (LinkedIn members who've listed  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems as their current workplace on their profile)\\n\\n### Founded\\n2018\\n\\n###            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Funding\\nLast Round Date: 2024-07-06T00:00:00.000Z\\nLast Round Type: Grant\\nTotal Rounds: 6\\nLast Round Raised: \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m US$ 15.0M\\n\\n### Investors\\nUS Department of Energy\\n\\n### Specialties\\nN/A [...] in 2024. With responses from  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 22 private fusion companies from around the world, including CFS, the report includes some notable takeaways.   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 𝗨𝗽 𝗮𝗻𝗱 𝘁𝗼 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁: Fusion company spending with suppliers in 2024 doubled compared to 2023, and in 2025 is    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m projected to grow another 25% to $543 million. 𝗦𝘂𝗽𝗽𝗹𝗶𝗲𝗿𝘀 𝗮𝗿𝗲 𝘄𝗶𝗹𝗹𝗶𝗻𝗴 𝘁𝗼 𝗶𝗻𝘃𝗲𝘀𝘁 𝗶𝗻 𝗳𝘂𝘀𝗶𝗼𝗻: 86% of suppliers      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m increased their business with the fusion industry last year, building new capacity to support this growth.      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m About a third of those companies are [...] closer to the hardware and work taking place. This video begins a    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m three-part series taking you around the room that will be home to SPARC, the fusion machine we’ve begun         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m assembling. #FusionEnergy [Likes: 315, Comments: 3]; Commonwealth Fusion Systems (2w): The Fusion Industry      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Association published its new Fusion Industry Supply Chain Report for 2025, and the good news is the market for \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m the products and services we need to deliver our fusion future continues to get bigger, reaching $434 million\", \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'score': 0.69820654, 'raw_content': None}], 'response_time': 1.57}                                              \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Let me search for more specific information about Commonwealth Fusion Systems' total funding to get the most    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> accurate comparison.                                                                                            <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: tavily_search                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"query\": \"\\\"Commonwealth Fusion Systems\\\" total funding raised \\\"over $2 billion\\\" Series B2 extension\",      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"search_depth\": \"advanced\"                                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
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       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Let me search for more specific information about Commonwealth Fusion Systems' total funding to get the most    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m accurate comparison.                                                                                            \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: tavily_search                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"query\": \"\\\"Commonwealth Fusion Systems\\\" total funding raised \\\"over $2 billion\\\" Series B2 extension\",      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"search_depth\": \"advanced\"                                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'query': '\"Commonwealth Fusion Systems\" total funding raised \"over $2 billion\" Series B2 extension',           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.idtechex.com/en/research-article/google-purchases-200mw-of-fusion-power-from-us-2-billion-startup/ <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 33467', 'title': 'Google Purchases 200MW of Fusion Power from US$2 Billion Startup', 'content': 'How CFS plans  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> to extract energy from fusion\\n\\nCommonwealth Fusion Systems, an MIT spinout, has raised over US$2 billion in   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> funding to date, and is currently building a fusion prototype facility SPARC in Devens, Massachusetts which     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> will validate that net energy can be produced from fusion using their approach. Following SPARC, they plan to   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> build ARC, a 400MW power plant, with half of this output now sold to Google. [...] On the 30 th of June 2025,   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Google signed a deal to purchase 200MW of power from Commonwealth Fusion Systems (CFS), who expect their first  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> commercial power plant, ARC, to come online in the early 2030s. This announcement shows that fusion is now      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> being taken seriously as a source of green, continuous energy, which will be vital in reducing the greenhouse   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> gas emissions of data centers and other energy-intensive industries.', 'score': 0.83932644, 'raw_content':      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> None}, {'url':                                                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://carboncredits.com/google-backs-fusion-energy-signs-200mw-offtake-agreement-with-commonwealth-fusion-sy <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> stems/', 'title': 'Signs 200MW Offtake Agreement with Commonwealth Fusion Systems', 'content': 'Notably, with   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> over $2 billion in support from private and public investors, Commonwealth Fusion Systems leads the way toward  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> a zero-carbon energy future.\\n\\nBob Mumgaard, CEO and Co-founder of CFS, said,', 'score': 0.7771143,            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'raw_content': None}, {'url':                                                                                   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.axios.com/pro/climate-deals/2025/05/13/commonwealth-fusion-systems-b2-fundraise-arc', 'title':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'The round, expected to close this  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> summer, crested its initial $800 million target after it drew participation from a large hyperscaler, the       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> sources say.\\n   If it raises more than $1 billion, the valuation would be over $8 billion, which is a major    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> uptick from its roughly $5 billion post-money valuation when it raised $1.8 billion in 2021.\\n\\nZoom in: Both   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> sources declined to disclose which data center developer is participating, though both said it\\'s a prominent   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> tech firm. [...] Rep. Jerry Nadler and then-Speaker Nancy Pelosi at a press conference at the U.S. Capitol on   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Jan. 15, 2020. Photo: OLIVIER DOULIERY/AFP via Getty Images\\n\\nA rogue Trump impeachment push was criticized as <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> \"idiotic\" and \"horrible\" in a closed-door House Democratic meeting Wednesday, Axios has learned. [...] Health   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Sec. Robert F. Kennedy Jr. testifies before a House panel on May 14 in Washington, DC. Photo: Samuel            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Corum/Getty Images\\n\\nHealth Secretary Robert F. Kennedy Jr. is testifying on Capitol Hill Wednesday, where     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> he\\'s been pressed on mass layoffs at the Department of Health and Human Services, billions in cuts to the      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> agencies he oversees and the ongoing measles outbreak.', 'score': 0.77650476, 'raw_content': None}, {'url':     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'https://www.cfs.energy/news-and-media/commonwealth-fusion-systems-closes-1-8-billion-series-b-round', 'title': <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to ...', 'content': '\"Fusion is the kind of         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> innovation that can help fill the gaps in grids and put an end to fossil fuels. CFS is a company that executes  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - making possible what seemed impossible, one technical milestone at a time,” said John Doerr, chair of Kleiner <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Perkins and author of _Speed &amp; Scale: An Action Plan for Solving Our Climate Crisis Now._\\n\\nCFS has raised     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> more than $2 billion in funding since it was founded in 2018. [...] Commonwealth Fusion Systems (CFS) announced <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> it has closed on more than $1.8 billion in Series B funding to commercialize fusion energy. This includes       <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> capital to construct, commission, and operate SPARC, the world’s first commercially relevant net energy fusion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> machine. In addition, it will enable the company to begin work on ARC, the first commercial fusion power plant, <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> which includes developing support technologies, advancing the design, identifying the site, and assembling the  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> partners and [...] customers for the future of fusion power.', 'score': 0.7715858, 'raw_content': None},        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> {'url': 'https://cfs.energy/news-and-media/google-and-commonwealth-fusion-systems-sign-strategic-partnership/', <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> 'title': 'Google and Commonwealth Fusion Systems Sign Strategic ...', 'content': 'Commonwealth Fusion Systems   <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> is the worldâ\\x80\\x99s leading and largest private fusion company. The companyâ\\x80\\x99s marquee fusion         <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> project, SPARC, will generate net energy, paving the way for limitless carbon-free energy. The company has      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> raised more than $2 billion in capital since it was founded in 2018.\\n\\nMedia contacts:\\n\\nCommonwealth Fusion  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Systems\\n\\npr@cfs.energy\\n\\nGoogle\\n\\npr@google.com\\n\\n#### Related Topics\\n\\n## Join the power                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> movement\\n\\nFollow Us', 'score': 0.75181264, 'raw_content': None}], 'response_time': 2.29}                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'query': '\"Commonwealth Fusion Systems\" total funding raised \"over $2 billion\" Series B2 extension',           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'follow_up_questions': None, 'answer': None, 'images': [], 'results': [{'url':                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.idtechex.com/en/research-article/google-purchases-200mw-of-fusion-power-from-us-2-billion-startup/ \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 33467', 'title': 'Google Purchases 200MW of Fusion Power from US$2 Billion Startup', 'content': 'How CFS plans  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m to extract energy from fusion\\n\\nCommonwealth Fusion Systems, an MIT spinout, has raised over US$2 billion in   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m funding to date, and is currently building a fusion prototype facility SPARC in Devens, Massachusetts which     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m will validate that net energy can be produced from fusion using their approach. Following SPARC, they plan to   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m build ARC, a 400MW power plant, with half of this output now sold to Google. [...] On the 30 th of June 2025,   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Google signed a deal to purchase 200MW of power from Commonwealth Fusion Systems (CFS), who expect their first  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m commercial power plant, ARC, to come online in the early 2030s. This announcement shows that fusion is now      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m being taken seriously as a source of green, continuous energy, which will be vital in reducing the greenhouse   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m gas emissions of data centers and other energy-intensive industries.', 'score': 0.83932644, 'raw_content':      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m None}, {'url':                                                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://carboncredits.com/google-backs-fusion-energy-signs-200mw-offtake-agreement-with-commonwealth-fusion-sy \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m stems/', 'title': 'Signs 200MW Offtake Agreement with Commonwealth Fusion Systems', 'content': 'Notably, with   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m over $2 billion in support from private and public investors, Commonwealth Fusion Systems leads the way toward  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m a zero-carbon energy future.\\n\\nBob Mumgaard, CEO and Co-founder of CFS, said,', 'score': 0.7771143,            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'raw_content': None}, {'url':                                                                                   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.axios.com/pro/climate-deals/2025/05/13/commonwealth-fusion-systems-b2-fundraise-arc', 'title':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems raising $1 billion-plus Series B2', 'content': 'The round, expected to close this  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m summer, crested its initial $800 million target after it drew participation from a large hyperscaler, the       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m sources say.\\n   If it raises more than $1 billion, the valuation would be over $8 billion, which is a major    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m uptick from its roughly $5 billion post-money valuation when it raised $1.8 billion in 2021.\\n\\nZoom in: Both   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m sources declined to disclose which data center developer is participating, though both said it\\'s a prominent   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m tech firm. [...] Rep. Jerry Nadler and then-Speaker Nancy Pelosi at a press conference at the U.S. Capitol on   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Jan. 15, 2020. Photo: OLIVIER DOULIERY/AFP via Getty Images\\n\\nA rogue Trump impeachment push was criticized as \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m \"idiotic\" and \"horrible\" in a closed-door House Democratic meeting Wednesday, Axios has learned. [...] Health   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Sec. Robert F. Kennedy Jr. testifies before a House panel on May 14 in Washington, DC. Photo: Samuel            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Corum/Getty Images\\n\\nHealth Secretary Robert F. Kennedy Jr. is testifying on Capitol Hill Wednesday, where     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m he\\'s been pressed on mass layoffs at the Department of Health and Human Services, billions in cuts to the      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m agencies he oversees and the ongoing measles outbreak.', 'score': 0.77650476, 'raw_content': None}, {'url':     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'https://www.cfs.energy/news-and-media/commonwealth-fusion-systems-closes-1-8-billion-series-b-round', 'title': \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'Commonwealth Fusion Systems Raises $1.8 Billion in Funding to ...', 'content': '\"Fusion is the kind of         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m innovation that can help fill the gaps in grids and put an end to fossil fuels. CFS is a company that executes  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - making possible what seemed impossible, one technical milestone at a time,” said John Doerr, chair of Kleiner \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Perkins and author of _Speed & Scale: An Action Plan for Solving Our Climate Crisis Now._\\n\\nCFS has raised     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m more than $2 billion in funding since it was founded in 2018. [...] Commonwealth Fusion Systems (CFS) announced \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m it has closed on more than $1.8 billion in Series B funding to commercialize fusion energy. This includes       \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m capital to construct, commission, and operate SPARC, the world’s first commercially relevant net energy fusion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m machine. In addition, it will enable the company to begin work on ARC, the first commercial fusion power plant, \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m which includes developing support technologies, advancing the design, identifying the site, and assembling the  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m partners and [...] customers for the future of fusion power.', 'score': 0.7715858, 'raw_content': None},        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m {'url': 'https://cfs.energy/news-and-media/google-and-commonwealth-fusion-systems-sign-strategic-partnership/', \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m 'title': 'Google and Commonwealth Fusion Systems Sign Strategic ...', 'content': 'Commonwealth Fusion Systems   \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m is the worldâ\\x80\\x99s leading and largest private fusion company. The companyâ\\x80\\x99s marquee fusion         \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m project, SPARC, will generate net energy, paving the way for limitless carbon-free energy. The company has      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m raised more than $2 billion in capital since it was founded in 2018.\\n\\nMedia contacts:\\n\\nCommonwealth Fusion  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Systems\\n\\npr@cfs.energy\\n\\nGoogle\\n\\npr@google.com\\n\\n#### Related Topics\\n\\n## Join the power                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m movement\\n\\nFollow Us', 'score': 0.75181264, 'raw_content': None}], 'response_time': 2.29}                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> 🔧 Tool Call: WriteToScratchpad                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>    Args: {                                                                                                      <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>   \"notes\": \"UPDATED COMMONWEALTH FUSION SYSTEMS FUNDING (2025):\\n\\nCurrent Status:\\n- Total funding raised:     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Over $2 billion since 2018 founding\\n- Series B (2021): $1.8 billion closed\\n- Series B2 Extension (ongoing):   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Targeting $1-1.5 billion, expected to close summer 2025\\n- If Series B2 closes at $1B+, total funding would     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> exceed $3 billion\\n- Current valuation: ~$5 billion (2021), expected to exceed $8 billion with Series B2\\n\\nKey <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Details:\\n- World's largest private fusion company\\n- Most well-funded fusion startup globally\\n- Major         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> partnership: Google signed 200MW power purchase agreement\\n- SPARC facility under construction in Devens,       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Massachusetts\\n- ARC commercial plant planned for early 2030s\\n\\nFUNDING COMPARISON SUMMARY:\\nHelion Energy:    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Over $1 billion total\\nCommonwealth Fusion Systems: Over $2 billion (potentially $3+ billion with Series        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> B2)\\n\\nCFS has raised approximately 2x more funding than Helion Energy\"                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> }                                                                                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m 🔧 Tool Call: WriteToScratchpad                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m    Args: {                                                                                                      \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m   \"notes\": \"UPDATED COMMONWEALTH FUSION SYSTEMS FUNDING (2025):\\n\\nCurrent Status:\\n- Total funding raised:     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Over $2 billion since 2018 founding\\n- Series B (2021): $1.8 billion closed\\n- Series B2 Extension (ongoing):   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Targeting $1-1.5 billion, expected to close summer 2025\\n- If Series B2 closes at $1B+, total funding would     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m exceed $3 billion\\n- Current valuation: ~$5 billion (2021), expected to exceed $8 billion with Series B2\\n\\nKey \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Details:\\n- World's largest private fusion company\\n- Most well-funded fusion startup globally\\n- Major         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m partnership: Google signed 200MW power purchase agreement\\n- SPARC facility under construction in Devens,       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Massachusetts\\n- ARC commercial plant planned for early 2030s\\n\\nFUNDING COMPARISON SUMMARY:\\nHelion Energy:    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Over $1 billion total\\nCommonwealth Fusion Systems: Over $2 billion (potentially $3+ billion with Series        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m B2)\\n\\nCFS has raised approximately 2x more funding than Helion Energy\"                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m }                                                                                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #808000; text-decoration-color: #808000\">╭──────────────────────────────────────────────── 🔧 Tool Output ─────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Wrote to scratchpad: UPDATED COMMONWEALTH FUSION SYSTEMS FUNDING (2025):                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Current Status:                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Total funding raised: Over $2 billion since 2018 founding                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Series B (2021): $1.8 billion closed                                                                          <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Series B2 Extension (ongoing): Targeting $1-1.5 billion, expected to close summer 2025                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - If Series B2 closes at $1B+, total funding would exceed $3 billion                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Current valuation: ~$5 billion (2021), expected to exceed $8 billion with Series B2                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Key Details:                                                                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - World's largest private fusion company                                                                        <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Most well-funded fusion startup globally                                                                      <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - Major partnership: Google signed 200MW power purchase agreement                                               <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - SPARC facility under construction in Devens, Massachusetts                                                    <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> - ARC commercial plant planned for early 2030s                                                                  <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> FUNDING COMPARISON SUMMARY:                                                                                     <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Helion Energy: Over $1 billion total                                                                            <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> Commonwealth Fusion Systems: Over $2 billion (potentially $3+ billion with Series B2)                           <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span>                                                                                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">│</span> CFS has raised approximately 2x more funding than Helion Energy                                                 <span style=\"color: #808000; text-decoration-color: #808000\">│</span>\n",
       "<span style=\"color: #808000; text-decoration-color: #808000\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[33m╭─\u001b[0m\u001b[33m───────────────────────────────────────────────\u001b[0m\u001b[33m 🔧 Tool Output \u001b[0m\u001b[33m────────────────────────────────────────────────\u001b[0m\u001b[33m─╮\u001b[0m\n",
       "\u001b[33m│\u001b[0m Wrote to scratchpad: UPDATED COMMONWEALTH FUSION SYSTEMS FUNDING (2025):                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Current Status:                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Total funding raised: Over $2 billion since 2018 founding                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Series B (2021): $1.8 billion closed                                                                          \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Series B2 Extension (ongoing): Targeting $1-1.5 billion, expected to close summer 2025                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - If Series B2 closes at $1B+, total funding would exceed $3 billion                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Current valuation: ~$5 billion (2021), expected to exceed $8 billion with Series B2                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Key Details:                                                                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - World's largest private fusion company                                                                        \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Most well-funded fusion startup globally                                                                      \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - Major partnership: Google signed 200MW power purchase agreement                                               \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - SPARC facility under construction in Devens, Massachusetts                                                    \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m - ARC commercial plant planned for early 2030s                                                                  \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m FUNDING COMPARISON SUMMARY:                                                                                     \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Helion Energy: Over $1 billion total                                                                            \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m Commonwealth Fusion Systems: Over $2 billion (potentially $3+ billion with Series B2)                           \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m                                                                                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m│\u001b[0m CFS has raised approximately 2x more funding than Helion Energy                                                 \u001b[33m│\u001b[0m\n",
       "\u001b[33m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╭───────────────────────────────────────────────────── 📝 AI ─────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Based on my research, here's a comprehensive comparison of the funding raised by Helion Energy and Commonwealth <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Fusion Systems:                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## Funding Comparison: Helion Energy vs Commonwealth Fusion Systems                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Commonwealth Fusion Systems (CFS)**                                                                       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Total Funding Raised**: Over **$2 billion** since founding in 2018                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Latest Major Round**: $1.8 billion Series B (closed in 2021)                                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Current Fundraising**: Series B2 extension targeting $1-1.5 billion (expected to close summer 2025)         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Potential Total**: Could exceed **$3 billion** if Series B2 closes at target                                <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Current Valuation**: ~$5 billion (2021), expected to exceed $8 billion with Series B2                       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Status**: World's largest private fusion company and most well-funded fusion startup globally               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ### **Helion Energy**                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Total Funding Raised**: Over **$1 billion**                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Latest Round**: $425 million Series F (January 28, 2025)                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Previous Major Round**: $500 million Series E (November 2021)                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Additional Commitments**: $1.7 billion tied to specific milestones                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Current Valuation**: $5.425 billion post-money (January 2025)                                               <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## Key Differences                                                                                              <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> **1. Total Capital Raised**                                                                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Commonwealth Fusion Systems has raised approximately **2x more funding** than Helion Energy                   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - CFS: $2+ billion (potentially $3+ billion)                                                                    <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - Helion: $1+ billion                                                                                           <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> **2. Funding Strategy**                                                                                         <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **CFS**: Fewer, larger rounds (massive $1.8B Series B)                                                        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Helion**: More frequent rounds with milestone-based commitments                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> **3. Market Position**                                                                                          <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **CFS**: Recognized as the world's largest private fusion company                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Helion**: Strong position with notable tech industry backing (Sam Altman as Executive Chairman)             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> **4. Commercial Partnerships**                                                                                  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **CFS**: Google signed 200MW power purchase agreement for their ARC plant                                     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> - **Helion**: Microsoft partnership for 50MW plant delivery by 2028                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> ## Industry Context                                                                                             <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>                                                                                                                 <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> Both companies are among the most well-funded fusion startups globally, with Commonwealth Fusion Systems        <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> leading in total capital raised. The significant funding levels reflect the capital-intensive nature of fusion  <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> energy development and growing investor confidence in the sector's commercial potential. CFS's larger funding   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> rounds position it as the current leader in private fusion investment, while Helion's milestone-based funding   <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> structure and earlier commercial timeline (2028 vs early 2030s) represent different strategic approaches to     <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span> fusion commercialization.                                                                                       <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">│</span>\n",
       "<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\">╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[37m╭─\u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m 📝 AI \u001b[0m\u001b[37m────────────────────────────────────────────────────\u001b[0m\u001b[37m─╮\u001b[0m\n",
       "\u001b[37m│\u001b[0m Based on my research, here's a comprehensive comparison of the funding raised by Helion Energy and Commonwealth \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Fusion Systems:                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## Funding Comparison: Helion Energy vs Commonwealth Fusion Systems                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Commonwealth Fusion Systems (CFS)**                                                                       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Total Funding Raised**: Over **$2 billion** since founding in 2018                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Latest Major Round**: $1.8 billion Series B (closed in 2021)                                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Current Fundraising**: Series B2 extension targeting $1-1.5 billion (expected to close summer 2025)         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Potential Total**: Could exceed **$3 billion** if Series B2 closes at target                                \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Current Valuation**: ~$5 billion (2021), expected to exceed $8 billion with Series B2                       \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Status**: World's largest private fusion company and most well-funded fusion startup globally               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ### **Helion Energy**                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Total Funding Raised**: Over **$1 billion**                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Latest Round**: $425 million Series F (January 28, 2025)                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Previous Major Round**: $500 million Series E (November 2021)                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Additional Commitments**: $1.7 billion tied to specific milestones                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Current Valuation**: $5.425 billion post-money (January 2025)                                               \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## Key Differences                                                                                              \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m **1. Total Capital Raised**                                                                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Commonwealth Fusion Systems has raised approximately **2x more funding** than Helion Energy                   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - CFS: $2+ billion (potentially $3+ billion)                                                                    \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - Helion: $1+ billion                                                                                           \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m **2. Funding Strategy**                                                                                         \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **CFS**: Fewer, larger rounds (massive $1.8B Series B)                                                        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Helion**: More frequent rounds with milestone-based commitments                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m **3. Market Position**                                                                                          \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **CFS**: Recognized as the world's largest private fusion company                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Helion**: Strong position with notable tech industry backing (Sam Altman as Executive Chairman)             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m **4. Commercial Partnerships**                                                                                  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **CFS**: Google signed 200MW power purchase agreement for their ARC plant                                     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m - **Helion**: Microsoft partnership for 50MW plant delivery by 2028                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m ## Industry Context                                                                                             \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m                                                                                                                 \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m Both companies are among the most well-funded fusion startups globally, with Commonwealth Fusion Systems        \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m leading in total capital raised. The significant funding levels reflect the capital-intensive nature of fusion  \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m energy development and growing investor confidence in the sector's commercial potential. CFS's larger funding   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m rounds position it as the current leader in private fusion investment, while Helion's milestone-based funding   \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m structure and earlier commercial timeline (2028 vs early 2030s) represent different strategic approaches to     \u001b[37m│\u001b[0m\n",
       "\u001b[37m│\u001b[0m fusion commercialization.                                                                                       \u001b[37m│\u001b[0m\n",
       "\u001b[37m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Cross-thread memory persistence demonstration\n",
    "config_2 = {\"configurable\": {\"thread_id\": \"2\"}}\n",
    "messages_2 = agent.invoke({\n",
    "    \"messages\": [HumanMessage(content=\"How does the funding raised for Helion Energy compare to Commonwealth Fusion Systems?\")]\n",
    "}, config_2)\n",
    "\n",
    "console.print(\"\\n[bold cyan]Workflow Result (Thread 2) - Cross-Thread Memory Access:[/bold cyan]\")\n",
    "format_messages(messages_2['messages'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Great! We can see from the [trace](https://smith.langchain.com/public/289608bd-3029-436a-ac9a-0b1103b5cc53/r) that we can access the scratchpad from the previous conversation."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  }
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