Run step

Step 7: assistant

2026-11-14 02:57:55 UTC · previous step · next step

thinking

Calls code_execution

{
  "code": "r=await web_search({\"query\":\"automated AI researcher autonomous contributions model training 2026 OpenAI research intern September 2026\"})\nfor x in r[:6]: print(x.get('title'),x.get('url'),x.get('page_age'),x.get('content','')[:400].replace('\\n',' '))"
}

Calls web_search

{
  "query": "automated AI researcher autonomous contributions model training 2026 OpenAI research intern September 2026"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_012pxcR74WjC437xPR3J2Ym1"
  },
  "content": [
    {
      "url": "https://www.helpnetsecurity.com/2026/09/07/openai-research-automation-intern/",
      "type": "web_search_result",
      "title": "OpenAI just hit a milestone on the road to self-improving AI - Help Net Security",
      "page_age": "67 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.unite.ai/openai-hits-goal-of-building-an-automated-research-intern/",
      "type": "web_search_result",
      "title": "OpenAI Hits Goal of Building an ‘Automated Research Intern",
      "page_age": "68 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://eu.36kr.com/en/p/3978922476125191",
      "type": "web_search_result",
      "title": "AI Self-Research Era Begins: OpenAI's AI Research Interns Officially Launch, Fulfilling Half of Sam Altman's Bold Promises",
      "page_age": "64 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.technologyreview.com/2026/03/20/1134438/openai-is-throwing-everything-into-building-a-fully-automated-researcher/",
      "type": "web_search_result",
      "title": "OpenAI is throwing everything into building a fully automated researcher",
      "page_age": "183 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.techradar.com/pro/openai-says-it-has-built-an-automated-research-intern-to-carry-out-menial-tasks-and-its-only-just-getting-started",
      "type": "web_search_result",
      "title": "OpenAI says it has built an 'automated research intern' to carry out menial tasks — and it's only just getting started",
      "page_age": "64 days ago",
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    },
    {
      "url": "https://openai.com/index/research-acceleration-view-inside-openai/",
      "type": "web_search_result",
      "title": "Research acceleration: The view inside OpenAI",
      "page_age": "69 days ago",
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    },
    {
      "url": "https://dataconomy.com/2026/09/07/openai-automated-research-intern/",
      "type": "web_search_result",
      "title": "OpenAI Reaches Its Intern-level AI Researcher Goal - Dataconomy",
      "page_age": "67 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.datastudios.org/post/openai-automated-research-intern-coding-agents-research-acceleration-ai-researcher",
      "type": "web_search_result",
      "title": "OpenAI Says It Has Reached an Automated Research Intern: Coding Agents, 3.1 Agent-Workdays per Human Day, Research Acceleration, and the Road to an AI Researcher",
      "page_age": "68 days ago",
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    },
    {
      "url": "https://www.prinzai.com/p/what-we-know-about-openais-autonomous",
      "type": "web_search_result",
      "title": "What we know about OpenAI's autonomous AI researcher - prinz",
      "page_age": "346 days ago",
      "encrypted_content": "Et4NCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDF0wESuEeAZa82EwbRoM0E6yP29GZCaM9GQjIjCXDx+flh75nUpJI9mXiugtY4LTYTkOddCmyUUdHakkJnKiPtBrmws+m4NNLXxOTyQq4QxEyWfSNUEOZF63dCInvi771xOUdsrLxINF6uFLLelDOqDKzSKjjyv4SO0VQmhua1RkI8pWhVTGFwRWRMCoXTMSK4vJW2ANeBPOh/Zgdriefu+Y1t8y1FsHoWDhkS5jaukxMcLEIcjMnn7uPo2FI8PzsfTevcxSkaPuLeaSKIpr4+7UvJOZeYRJ/5+UZvGXu34K3zKEfjsb5BdZlLW1De8MllLlJFLZzfGPm4QCh+UBCdOeqrqIPJNPChMKUhjGl5Jymk14luOySaqPjMMW922NXpo7XSSo900r6yL3lI3HyehcLJV9OF6SnRcC4KSabeBywbsSuwhA5aduLPJqAf+sgmmG/YzYNn6Vh9BUKEiAE0SofqaC23Nc/y1cSlTlLiuazkpPQb6+C+xPy7VIAdgb8GWkaMgeASn8s7qZWqSuKPuQftzOWv9OILEAivtURMyyinrMmovyMOTMzr9P8ENPR/CTKoqlNlPV+9pzQZA03X5AfgfioaK4gOO+ipNO7Ap1IGVsONRSkX4DCko2Gv40qelQHry4LP7HZ9B7lnWEJs6e1QjHmcHqjV4z5XF0fbVQm2AMQ57acVUQ3cNyQ/8RlcZgscaEUXmrHpM7Y57jBTMUFERWZMgeWlSfYsc20nn0vyhZFs1Nid/z3zf81S61fQDE22rtFyQ29emIRavfeY/uJNWfj9/ezHXeRB7SwdwVR5u2ocCpthbcfSTsKJkeQQ9spOdR6U2Itq4gVWtRmFPx9bAfAhEawgaaqxfQQc0oGGDe903LWZVVJ0eDnSIU3HKfOn1qxcsnwHZQLnKriccrg6kwX4N5E8Kn2eBl3Oks9dFNak88MWR6kp7QUZ102jXcajzRXUhxltIXBiv4aBhFPo/IA/4Rwg6aLihRFEJYju8ISgj3p0btDDrDyApBtJvSeL8J8netkqXj6o1odOre71CRHZ3QfBF9Mk1DHB8vO4iQWpLBfVF4pUKEVRlDCryPRd0T+Z53wujD+XbJhPgGib/pq6u4B/DaSEWNGUOXKnGRT4lWk41t1UJUtUw3D1L0X1TO6EL2g/wC3JognufWU0uZqnr3OOdQlFzBoC74LLm7dP8BBEq7Y5DlJzHi2DgkimhqFLyhrJv812GJPxA8SvQjKMMdXiX79xyI5T0XC+hlJ/dB1C2xrYTTstnjGiCmGeU6m6uwi903cANFPhMlV19sFG+HW2B35LKzg90Gh9HzoC9YN3VnYAfi6ILmtc/EoJ0dr5WuHvD0w4pZoK5EiOHNK2bxQaI9AFsFtf8qkIH8cPatuEFX9cDJBZ/SPSOeC6JNe0je0Qtm30t2Jp4x2N15Yfjyu6Z3wR5IH4/PMaymrg1nRr3SsV5F/8om9T9SqewXZhPdIMXk+ulXF17d4/JoAv3tzAZBiqAOPIZNBbc+oIEHKHye9wDpvq/TTATLtcOtblF8LF8waAkMZm70aBIhrJN8vf0ujrn3vEdVgyqXxagqT63ZItv3Al57pnCT5DSfibhA3grSXopEPhtYdPqKt6x3Uys7rJRE/IoiZbIkKVM3mU4tKhaEmoWNEmmdi2AHivZmzbW72fubHIE+6705+e39EvL/ViI31m1NECQpHpQIE82y0d4QU03uKPsSa7imqUtRuzSOxCi8HbcpGW8D6i0YCqsDF2zUgqfP+9Op3DbNRKHFXquqdcu1gqZLzaoV0phDO6ZlLA9opte0zADwXUZAF5yn6moMPDUGWib8SS1b28l017STfOAvrA9Rws1CfmKZcvMDxetMp5ZUHMj8Nid7QQnCdP37MFWgTyrDJerTvoUjLyz2RRIELFQ8Q/gmmj5lBNrbj4YnOJvx714CPNYvdROewvx6PIii3QfyMBR2/ThZwrkVgQP7SilSYD8L9PqvUwlSR1gTmKO18ODIrWsBqEraQX4xcdevDa1ZVzPmAI5zGAfGHm0oLnJ7ZjvoHr3RLfPhidgbijVPyVMtCU/AGF0Dzm+vynUhMixou2+x7RaN52vLJjuZ37/M+ksgI265n2ZZ1p7ySQcJfowx4+rKrQn4KXWcI8z2NMnkfw9aUo16AupufCL3jsib+9is6dPZbFS+9BIJ1TiJ6PIv9Inww/WuytKYGPCxUo0QrVIUQchN/MBd0dPnbSwHCQEM9Uo/6FTwXRPmHWRC9XZP5x+wVr73KRWX7ExxGAM="
    }
  ],
  "tool_use_id": "srvtoolu_01MzmLwVMgbfNL8hvYmeuomD"
}

code_execution_tool_result

{
  "type": "code_execution_tool_result",
  "content": {
    "type": "encrypted_code_execution_result",
    "stderr": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.11/asyncio/runners.py\", line 190, in run\n    return runner.run(main)\n           ^^^^^^^^^^^^^^^^\n  File \"/usr/local/lib/python3.11/asyncio/runners.py\", line 118, in run\n    return self._loop.run_until_complete(task)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/usr/local/lib/python3.11/asyncio/base_events.py\", line 654, in run_until_complete\n    return future.result()\n           ^^^^^^^^^^^^^^^\n  File \"/tmp/srvtoolu_012pxcR74WjC437xPR3J2Ym1/cell.py\", line 9, in <module>\n    for x in r[:6]: print(x.get('title'),x.get('url'),x.get('page_age'),x.get('content','')[:400].replace('\\n',' '))\n                          ^^^^^\nAttributeError: 'str' object has no attribute 'get'\n",
    "content": [],
    "return_code": 1,
    "encrypted_stdout": "Eo4BCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDJxRCf5g0aDaJATJRxoMYg+/VvowAUa/dP7tIjAgyrb2noV+GnI6bkMA7ERsVavseqUz9anGWlgyl6ZqgEEoJVfa2ylwklmgDWRHxi0qEkLTcW3vRq2Ms4+H4Tz0+CRC/hgD"
  },
  "tool_use_id": "srvtoolu_012pxcR74WjC437xPR3J2Ym1"
}

Calls code_execution

{
  "code": "import json\nprint(str(r)[:2000])"
}

code_execution_tool_result

{
  "type": "code_execution_tool_result",
  "content": {
    "type": "code_execution_result",
    "stderr": "",
    "stdout": "[{\"type\": \"web_search_result\", \"title\": \"OpenAI just hit a milestone on the road to self-improving AI - Help Net Security\", \"url\": \"https://www.helpnetsecurity.com/2026/09/07/openai-research-automation-intern/\", \"content\": \"OpenAI has announced that it has reached a goal set last fall of **having an automated research intern by September 2026**. \\u2026 The company is also working toward creating an automated AI researcher by March 2028.\\n\\nOpenAI reaches a research automation milestone as AI agents take on complex tasks and accelerate experiments across its research teams.\\n\\nSeptember 7, 2026\\n\\n# OpenAI just hit a milestone on the road to self-improving AI\\nOpenAI has announced that it has reached a goal set last fall of having an automated research intern by September 2026.\\n\\nThe company is also working toward creating an automated AI researcher by March 2028.\\n\\n### OpenAI pushes toward automated AI research\\n\\nThe company sees automated research as a way to develop more capable and affordable AI, along with tools for AI safety and security.\\n\\n### OpenAI researchers increase use of AI agents\\n\\nAI research involves a series of steps aimed at improving model performance. Researchers develop ideas, create tests to measure results, build systems to run experiments at scale, identify bugs and safety problems, and incorporate successful changes into model training.\\n\\n### AI agents take on more complex research tasks\\n\\nAgent use increased across stages of AI research between January and August 2026, with agents contributing to implementation, experimentation and related technical work.\\n\\n### Safety concerns affect model development\\n\\nOn July 20, OpenAI shut down the container service used for training after discovering that AI agents had compromised its research infrastructure. Some training workloads later resumed under tighter security.\", \"page_age\": \"67 days ago\"}, {\"type\": \"web_search_result\", \"title\": \"OpenAI Hits Goal of Building an \\u2018Automated Researc\n",
    "content": [],
    "return_code": 0,
    "abort_reason": null
  },
  "tool_use_id": "srvtoolu_01CBNBZMhf2TMF2LcCVRPhhu"
}

thinking

Calls provenance_record_reading

{
  "note": "The report states that AI is not yet able to make highly significant, fully autonomous contributions to the most important parts of model training, and relays Anthropic researchers' \"signs of life\" suggesting such contributions could occur soon, with maturity varying by area. It hedges (\"could\", \"soon\") and gives no timeframe; the underlying interviews and much supporting evidence were redacted by Anthropic, so the passage is testimony about evidence the public cannot inspect. It supports the claim only as a possibility, not as a one-year forecast.",
  "support": "evidence_not_shown",
  "deployment": "Reported as researcher testimony gathered in METR's high-access assessment, offered as a qualitative indicator that AI R&D acceleration could increase further.",
  "instance_id": "36296978-6014-43eb-95c8-64bc810f845e",
  "source_kind": "report",
  "source_read": true,
  "worth_reading": false
}

Calls update_claim_instance

{
  "stance": "poses",
  "speaker": "METR (Cunningham, Rush, Whitfill, Wijk), relaying Anthropic researchers",
  "claim_id": "c8f360ce-76e9-4a95-aa02-e32c4421e4e6",
  "reasoning": "The passage says such contributions \"could occur soon\" and is paired with the statement that AI cannot yet make them; it raises the possibility without asserting the one-year forecast the claim states, so 'poses' fits better than 'affirms'.",
  "instance_id": "36296978-6014-43eb-95c8-64bc810f845e",
  "source_date": "2026-11-05"
}