Step 5: assistant

thinking

Calls code_execution

{
  "code": "r=await web_search({\"query\":\"Anthropic response METR review Risk Report August 2026 understates acceleration\"})\nfor x in r[:6]: print(x['title'],x['url'],x.get('page_age'),x['content'][:300].replace('\\n',' '))"
}

Calls web_search

{
  "query": "Anthropic response METR review Risk Report August 2026 understates acceleration"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_018J5j3Yk6N8uwaJRphr9rZ9"
  },
  "content": [
    {
      "url": "https://metr.substack.com/p/2026-11-05-rd-section-anthropic-risk-report-august-2026-review",
      "type": "web_search_result",
      "title": "Review of the \"Risks from automated R&D\" section in Anthropic's Risk Report (August 2026)",
      "page_age": "8 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://metr.org/blog/2026-11-05-rd-section-anthropic-risk-report-august-2026-review/",
      "type": "web_search_result",
      "title": "Review of the \"Risks from automated R&D\" section in Anthropic's Risk Report (August 2026) - METR",
      "page_age": "9 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.lesswrong.com/posts/je5X4xEuehu3j3HoF/ai-r-and-d-is-accelerating-towards-potential-rsi-in-2027",
      "type": "web_search_result",
      "title": "AI R&D Is Accelerating Towards Potential RSI in 2027 — LessWrong",
      "page_age": null,
      "encrypted_content": "EtUNCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDBruXq/BNxurBzsD/xoMZ0Nz/khoNMRQevT3IjCP37crOsp7nqwnEZzyyx0jhVEkj/ZccTsxn1ZGhQ48e6hfAFOJtPKZWYJm/YCMRKkq2AyLQieYvWfyUCatDBLtHGSyP3Dhi/gIOFYgB9QwK1UOMQL6Pq2SO35jnkmX+SKG1+zSSWBYBV9aRXdRiFjmBKAwHvqkvBAvh721FsYrkGTJMxA6AvBKbKWJ9aZW7jlDwCYtQlisUK3hNNDzKy89/Zm+tX2HkYAhiqewCHI4L2f+Uolaw/NxhugFrLnlFEqfBxcMUg0TNV+XvqMuQhzq+DWm2dIosRiTb1xy9080E7iB+1VbpQ2W/mUK/UMmKEcTF1qEG2+zOvTPARRf+pj5nzWc+k/ZVgIjExVAw7QxF+vgMbM1jfNQ9ySJibVrJ3feUkCJgqrZAGXUVCH5SDNbbY9QZPHg8q77TqQLHVlA3otuY+K7jvpvQyRBEh3tr1yhcJFe972VSU+b1L5EM3OrzcZSDcLYRRlKB1HIyrTjXpHS+CrOAO+sCbv4Q9oEdxZdHX01QM1UyrtETdKJST0nrwECmPUYFFVqCV137jlrwuoub4mStHgjSGFwXROA71fYcdiioTDSAHAoIjft7OJyNwxnEal91p76k/05LfxhwtH2m0OMw6vnrR0Yuo+cN2XoliHN2JBbWjSNvBSfqtepYhQ1FSHqHm4WwPL9yrnn+DiU8EcOdt3AUNbMnMui1aOwynUWBFAGvZs0dZ1pCQ2essTDoQZ4Ze9h4lUNZH/fU+6EJ+tznjYuNhyEZTbiKgKvNwqg1gxjIX6YqPEu8r+pXGGv8e1+FYPSnrLIh3uzGuRBfAQDYMX81uUGsP+DNA8hQskZL3k6s7CNM9DIkPlerZB+1Uhx38ipsxIfDzwIfqOXufnJFhfuUcWrpBAjp3Cj0eYttiwnxFcgs0nRAx5q0l13Y8AoHTzMueee7wtBCvL40cGDztqzwVhaqpv93JCouzbeIfuncBhZip743bnMbu69cJ5RE/5he6VwOzvpBrXPmUhcslQtoc/7nzR8c1VFGUSgrabNgtxMGRRrHoBB3vI3sXgd9eSYHi//kSAcivVL3PRdPCvrlDjaJNK88FT48+b15mXhL+JlDdThpJ5dSTnONibwMJJGuV5shktJmVnvEQ4X864HA0/oB3uoWcgrDjE34l3yjz4ImqSDK0CQ2dwoJBfPU6Iah6hQOWhs7fggWotNA10eGl+6wxhgBTYDr5Pihy2GKQY7acCvCaMu2W2NZFcZUAwZI9F+lAEp0XHe787ZpIfhoGEvm2LWxH/EHOwdIJ+hK0xHkGQ13vAUCADohGYEs2o4MCI+OGl2haQ+hDstCHUzmfeZI/L56R837UpWVII8IUyBqwIAP+AilBugoekBUB0z6IPm8M93yVWDCbRnPN4Jlcee+4AbjIAb+xDrYOTKsIvTfGilz0/S+bY2vwVa53yyqfQHfbYbuWK4/k5iJk/jXvLCK94oVtA7fH4lVWMQe3NDKzeC4jGIM8W2liwJiOwt3ATDDWRks++7jmB+n7fpxi/Bo22ukbvp3u6UyhtuX2vbw7Q6ftYx5QasQ5AkTDiGnj5bk4fi7YKNWED2oc9v+DIZaQlWuIWzhURN+BSj2kW6/h8Mrg1IhPV1fn6PPkSGHgbvAIqhu5Mwg2aZ0o0L2ZAcv5iFNUf+KIVkkwwHDW3xfLXV4DpZGTSAs5dekd+Lp/g/Zbt3dzBJeVne2e99zf3X/y8wk9O//Pg344ZDMqHNd2/Ia6gMGNB+XCIPprcxV5qOI0wrs+0CtTq7UPQTvYtiTHKTzPrcl9uYnCNJ9kkVz3zNHddrNSVtILU2GpMAmBl1FpGHwHGM+iMNVyrQ6rSNss9OVRv4So5WK2JI8ml0khH5pkPX7jL65Ozuy7IOlgMSEv6KElOFelVQvwTzmz535QjkghkL0MzviyyXRYDnO5FHijKmR5+QFZXYj5xWS+sw7j+UcSOXc7HxzJ99JKgS4x59ai+yTtGl90NS1hLzxm/AwaM/eI1ZXn4T8dQtwrlsyPiS+ewqVAlkWzuNFewRNPiryCyNvN4aDAGUZRoG3LUAtaCb4XnZpAf3W/HTrWy5VQe7d/l7+/NTRHQ78pmT3kW8tJbQk/4buHPWoy+JsvOVygMd3lcXnquiVtdD/TAhq7xOulSacrBVZwEk34KrcSwrpkWJqysAa2aDn1dqdM9FzGf1soDvD9gUeBrNR6XjJPSBFgQJ8/UWqojhGGZ0GAM="
    },
    {
      "url": "https://www.omahadailyrecord.com/content/anthropic-rapidly-accelerating-ai-development-amid-slowdown-calls-outside-research-group",
      "type": "web_search_result",
      "title": "Anthropic Is Rapidly Accelerating AI Development Amid Slowdown Calls, Outside Research Group Says",
      "page_age": "3 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://aitoolsreview.co.uk/insights/metr-anthropic-ai-rd-acceleration",
      "type": "web_search_result",
      "title": "METR: Anthropic's AI R&D Is Running at 2x Speed (November 2026) - AIToolsReview",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://mlq.ai/news/metr-finds-anthropics-model-progress-has-roughly-doubled-with-ai-driving-about-80-of-the-speedup/",
      "type": "web_search_result",
      "title": "METR finds Anthropic's model progress has roughly doubled, with AI driving about 80% of the speedup",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://explainx.ai/blog/metr-anthropic-ai-rd-acceleration-twice-as-fast-80-percent-ai-redactions-claimed-vs-verified-2026",
      "type": "web_search_result",
      "title": "METR on Anthropic: ~2x Faster AI Progress, ~80% From AI",
      "page_age": "9 days ago",
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    {
      "url": "https://www.techtimes.com/articles/330164/20261106/anthropic-ai-acceleration-hits-19x-benchmarks-metr-calls-anthropic-threshold-defense-overstated.htm",
      "type": "web_search_result",
      "title": "Anthropic AI Acceleration Hits 1.9x on Benchmarks; METR Calls Anthropic Threshold Defense Overstated",
      "page_age": "7 days ago",
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      "title": "METR",
      "page_age": null,
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_0161MQGg49ioVMgM1jGvrtNN"
}

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_018J5j3Yk6N8uwaJRphr9rZ9/cell.py\", line 9, in <module>\n    for x in r[:6]: print(x['title'],x['url'],x.get('page_age'),x['content'][:300].replace('\\n',' '))\n                          ~^^^^^^^^^\nTypeError: string indices must be integers, not 'str'\n",
    "content": [],
    "return_code": 1,
    "encrypted_stdout": "Eo4BCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDKYyNxDcp1nEDc/BWxoMZvaJH+/M+b5basKkIjC7yqUCmasRuKdxp5MI7FoSGuwayfHuBkAouckEcg1SoAjPsKX84VvQatwSI7pWwfYqEm9PkKX+Y0RrS4KYfmBksAX6wxgD"
  },
  "tool_use_id": "srvtoolu_018J5j3Yk6N8uwaJRphr9rZ9"
}

Calls code_execution

{
  "code": "import json\nr=await web_search({\"query\":\"Anthropic response METR review Risk Report August 2026 understates acceleration\"})\nif isinstance(r,str): r=json.loads(r)\nfor x in r[:6]: print(x.get('title'),x.get('url'),x.get('page_age'),str(x.get('content'))[:300].replace('\\n',' '))"
}

Calls web_search

{
  "query": "Anthropic response METR review Risk Report August 2026 understates acceleration"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01GrH97DSzSKb3yk61aY6RhB"
  },
  "content": [
    {
      "url": "https://metr.substack.com/p/2026-11-05-rd-section-anthropic-risk-report-august-2026-review",
      "type": "web_search_result",
      "title": "Review of the \"Risks from automated R&D\" section in Anthropic's Risk Report (August 2026)",
      "page_age": "8 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://metr.org/blog/2026-11-05-rd-section-anthropic-risk-report-august-2026-review/",
      "type": "web_search_result",
      "title": "Review of the \"Risks from automated R&D\" section in Anthropic's Risk Report (August 2026) - METR",
      "page_age": "9 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.lesswrong.com/posts/je5X4xEuehu3j3HoF/ai-r-and-d-is-accelerating-towards-potential-rsi-in-2027",
      "type": "web_search_result",
      "title": "AI R&D Is Accelerating Towards Potential RSI in 2027 — LessWrong",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://www.omahadailyrecord.com/content/anthropic-rapidly-accelerating-ai-development-amid-slowdown-calls-outside-research-group",
      "type": "web_search_result",
      "title": "Anthropic Is Rapidly Accelerating AI Development Amid Slowdown Calls, Outside Research Group Says",
      "page_age": "3 days ago",
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    },
    {
      "url": "https://aitoolsreview.co.uk/insights/metr-anthropic-ai-rd-acceleration",
      "type": "web_search_result",
      "title": "METR: Anthropic's AI R&D Is Running at 2x Speed (November 2026) - AIToolsReview",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://mlq.ai/news/metr-finds-anthropics-model-progress-has-roughly-doubled-with-ai-driving-about-80-of-the-speedup/",
      "type": "web_search_result",
      "title": "METR finds Anthropic's model progress has roughly doubled, with AI driving about 80% of the speedup",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://explainx.ai/blog/metr-anthropic-ai-rd-acceleration-twice-as-fast-80-percent-ai-redactions-claimed-vs-verified-2026",
      "type": "web_search_result",
      "title": "METR on Anthropic: ~2x Faster AI Progress, ~80% From AI",
      "page_age": "9 days ago",
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    },
    {
      "url": "https://www.techtimes.com/articles/330164/20261106/anthropic-ai-acceleration-hits-19x-benchmarks-metr-calls-anthropic-threshold-defense-overstated.htm",
      "type": "web_search_result",
      "title": "Anthropic AI Acceleration Hits 1.9x on Benchmarks; METR Calls Anthropic Threshold Defense Overstated",
      "page_age": "7 days ago",
      "encrypted_content": "EuMNCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDNXkToJKPjHEK2HmoxoMCtAI9q9KFH79Z3mMIjD4yZLWxa+K+AGFUQtbIVlENJidwsJIViI4PrAhK35LoiRV36xHv7q1MdmdN8wQdaIq5gwik892Vtkma2RBEyQnnE+27By2g9Ss+tGfJuilh+By/oum5HjoxHpR0eEus5DkjHYz9kvtv80enzOS2GuJwtS7la+wnUuViNg+vNk+eqKYn0CAq2s5iHiKz7nlCVOb7OScF1CGm4eiUTOChQvY/4lexoCrJiJio/qKNz+lPOZ6UN4uOhE1tOJkFcv3Jc/tXeLARe9UVz83nyqWxSTTgZu/TekB47WoGthvWqZEEgwR4ek2CbvkQsNH4hhFgEit9tLKj1IbpqK3vIgRdoUBrGIJkMwdjVIxx0kmuQezpHLa6dHdVS0AucHDYn0j7zMfEUUx5UruOyQFv/QYJ12b5tt7o3jUf1Gs+vs6rRPZyK688dsySwogu0lzcDIwb/sNNgo8UYBNOhiXONe/pESK/M9BEUICoMku0M6MtZBRrANeMWlkOPTva3CVpq2L4Xn1nDb9k6lOlndk+UydtTvCQ3XowzxmdbjWqKjEWdp9wlNN0E6OiCqd+JlqXmmxtm7SHr117RfBgMvTyAOCZlb0KyBGKwZ855YMEVTMO8esc6h5+JsTpnU0esILvcEOV4sUFhec0POPshMt0FSJZ2Do+kszUPMoR7tgq1/VvAbEcKqfvNQcpkpdCq+/jYksiWXhuMEbBj54q7p09cV9L/tw/eqz3zlDE1vRo1zmMzBimQ5Flj/S8YfagTs1o0oEOuFd2eFin0sIxFG1pGZdZZBv8q2eJQyMs6yYB2BAuTP68bb2V28O0xnMG20RLN7UrWp91+HWZ73m4vr9wRGrhEVz9kCRwPrBzx+WJaZwyV2NH4GJMnB2OUqojScdFqVznAx1fcSDaH68wf4dBDRfyviVxw+kKazQis59JtnV6n2XY05h1JERLg7QWIJ9Ak7P7qVmg9voFp8u8/Xmc7EZ/efdx/AXgBtaCfmthX93QTxnbiSXOarz4fPyY90VnltB23pc9Tkyp44cGT0wnwKO8KahHdk8UlBQgoxNkXBuQKq2oxrnT7lgMdXv4wxBmKyGyPxre5JKaxeQIgxv2PwxGY07AiJY6IV8/eele0Tfbs90Cpg68RHv/AkDVbrpAED4lEXKvqh75gAA0TDdGE1QEPJzCpxX6Y1D+/KCCDdC8Ph2GJ490u8dzi0KyK9qHsgIdaFqUDqLEFVMhdCuKnXSmmSBH7QDxt+16+1k5378kA+cnqAcYk4SoIhbpksJJ2Mvz/zZ/OUsDuT76zO9c0ywTMnVu+e2QxubbaUdNYTAVKkNVo9kXRPi/bD1gcgXsxpsjzBPAv3A8Ir/uGMMAY20cYuD1dg9CpkMGYH7WWV3L82ML4wYRpOL0aIuX9U+jpChg6XJr1fMAEgnvF5UzOXfiNZALPnTloixJkx1ix89+gc72RMf1D5pg5CNjTuz6+PmQXW4gdkpQocEG7GpmG4KYtd7f3Hbg7jQO2oZVJ91Ii44B94CJBmtpxeO7nMV3Dl4yG/UCL4rzKlHmslpxyB2j8vVMLs7yDY/yAZCB+VEQ9E5MlEBw6HvBDPiAuaRW6XPiIvWp8h84g9ynsDXCQgPLDn6a5ytJRj9GV1I7UYk06S+ywDBhA6mr4aZx6pJTd1/i1MsidWYdcHIIg/aOiAAtJS6j28CQLcevO8pplbD5ffoLO1lA4jAvtDD+4flR7QDaO5RHFhXlHlrP2+IrKLQf65TqQS7awfJQPJOjQOxA2pMq3fGzcwUywrnDtO0HYvmpRJUcvzun+Tk6cUPWgBArYpHAsHdRKiX3FH2aBEObTCPs2AfXGBQdRAR5AZr8BUET00MMnwccTTt/cOszIELONC1I13nA5PklvVfZnWfXBeMzJP+9CNuq1OO+hRgJy46BLyoqC+V3D8crMf6ZOSYilFct2DclZtmG2ZAifq6BlMnHSO0tms5yGg+DZUX7oBlgawxRtBaIG9EpsnthalQxN3I6trGJEt7pIM/B23kKmCambZTr0XbuyrVJLesQW89m2/KWA7Vtetwnt0zIjz4UtedCFRkdc6JzMQLh57bn07zu0l2LQ+aKSMng7vcIJeqnE4BurWTB+hlmGbqhTiCowF3v0T2UAKeZbTtXztGfrch7RAWX5Axcvvufo73/5f73S/dUfwOqETJvt8OvRoY/SZpSVGaKDjKSK+MPLnskQiXEiV3lO+Xft2O+6X0h+yPP2tZBGRx/DUU6RsYAw=="
    },
    {
      "url": "https://en.wikipedia.org/wiki/METR",
      "type": "web_search_result",
      "title": "METR",
      "page_age": null,
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_016iYJ3GYhSqNSuwX4L1eC3A"
}

code_execution_tool_result

{
  "type": "code_execution_tool_result",
  "content": {
    "type": "encrypted_code_execution_result",
    "stderr": "",
    "content": [],
    "return_code": 0,
    "encrypted_stdout": "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"
  },
  "tool_use_id": "srvtoolu_01GrH97DSzSKb3yk61aY6RhB"
}

thinking

Calls code_execution

{
  "code": "for q in [\"Anthropic statement METR assessment AI R&D acceleration November 2026\",\"Anthropic disagrees METR risk report review\"]:\n  r=await web_search({\"query\":q})\n  if isinstance(r,str): r=json.loads(r)\n  for x in r[:5]: print(x.get('title'),x.get('url'),x.get('page_age'),str(x.get('content'))[:250].replace('\\n',' '))\n  print('--')"
}

Calls web_search

{
  "query": "Anthropic statement METR assessment AI R&D acceleration November 2026"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_015Q7PyBcSbLN9xAmhxT8nCg"
  },
  "content": [
    {
      "url": "https://www.mindstudio.ai/blog/anthropic-metr-report-ai-acceleration",
      "type": "web_search_result",
      "title": "METR's Anthropic Audit: Is AI Really Speeding Up AI Research?",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://cio.eletsonline.com/artificial-intelligence/metr-anthropic-ai-acceleration/76753/",
      "type": "web_search_result",
      "title": "METR Anthropic AI R&D Acceleration",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://shiftdelete.net/en/metr-anthropic-acceleration",
      "type": "web_search_result",
      "title": "METR Finds Anthropic AI Acceleration Near Twice Prior Pace",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://kingy.ai/blog/metr-anthropic-ai-rd-acceleration-assessment/",
      "type": "web_search_result",
      "title": "METR’s Anthropic Assessment: What AI R&D Acceleration Means",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://newsletter.tek2dayholdings.com/p/when-ai-starts-building-ai-what-metrs",
      "type": "web_search_result",
      "title": "When AI Starts Building AI: What METR's Anthropic Assessment Means for Investors",
      "page_age": "5 days ago",
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    },
    {
      "url": "https://ashutoshai.com/ai-compass/2026/11/05/metr-anthropic-rd-acceleration/",
      "type": "web_search_result",
      "title": "METR assessment finds Anthropic model capabilities accelerating AI research by 1.9 times · AI Compass",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://www.aimodeling.com/en/news/slug/metr-anthropic-ai-rd-acceleration-assessment",
      "type": "web_search_result",
      "title": "Anthropic’s AI R&D sped up 1.9x, and evidence was redacted",
      "page_age": "6 days ago",
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    },
    {
      "url": "https://www.resultsense.com/news/2026-11-06-metr-anthropic-ai-rd-acceleration/",
      "type": "web_search_result",
      "title": "METR finds AI is likely doubling Anthropic's R&D pace",
      "page_age": "7 days ago",
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    },
    {
      "url": "https://theaiinsider.tech/2026/11/11/ai-is-helping-build-better-ai-metr-assessment-finds/",
      "type": "web_search_result",
      "title": "AI Is Helping Build Better AI, METR Assessment Finds",
      "page_age": "2 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://en.wikipedia.org/wiki/2023_in_artificial_intelligence",
      "type": "web_search_result",
      "title": "2023 in artificial intelligence",
      "page_age": null,
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_012QyZ4fx3B3ZzMcadBSkZC6"
}

Calls web_search

{
  "query": "Anthropic disagrees METR risk report review"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_015Q7PyBcSbLN9xAmhxT8nCg"
  },
  "content": [
    {
      "url": "https://metr.org/blog/2026-05-08-rd-section-anthropic-risk-report-feb-2026-review/",
      "type": "web_search_result",
      "title": "Review of the \"Risks from automated R&D\" section in the Anthropic Risk Report (February 2026) - METR",
      "page_age": "190 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://x.com/METR_Evals/status/2112562150313283595",
      "type": "web_search_result",
      "title": "METR on X: \"We reviewed a nonpublic version of the “Misalignment in high-stakes settings” section in Anthropic’s Aug 2026 Risk Report. We agree that risk of catastrophic harm from covered models’ misalignment is low. However, we note several significant disagreements with their analysis.\" / X",
      "page_age": "24 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://metr.org/blog/2026-10-20-misalignment-risk-report-august-2026-review/",
      "type": "web_search_result",
      "title": "Review of the \"Misalignment in high-stakes settings\" section in Anthropic's Risk Report (August 2026) - METR",
      "page_age": "25 days ago",
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    },
    {
      "url": "https://metr.substack.com/p/2026-10-20-misalignment-risk-report-august-2026-review",
      "type": "web_search_result",
      "title": "Review of the \"Misalignment in high-stakes settings\" section in Anthropic's Risk Report (August 2026)",
      "page_age": "22 days ago",
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    },
    {
      "url": "https://metr.org/assets/misalignment-risk-report-august-2026-review.pdf",
      "type": "web_search_result",
      "title": "misalignment-risk-report-august-2026-review.pdf",
      "page_age": "92 days ago",
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    },
    {
      "url": "https://x.com/METR_Evals/status/2112562160060842361",
      "type": "web_search_result",
      "title": "METR on X: \"We also reviewed information Anthropic redacted from the public risk report. We think some of this redacted material should be made public, especially a footnote containing “examples of historical concerning model behavior and [the] monitoring pipeline’s responsiveness to them.”\" / X",
      "page_age": "24 days ago",
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    },
    {
      "url": "https://x.com/METR_Evals/status/2112562153110778065",
      "type": "web_search_result",
      "title": "METR on X: \"Our view: We’re not confident that if risk were higher, the methodology in the report would reliably identify this.\" / X",
      "page_age": "24 days ago",
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    },
    {
      "url": "https://80000hours.org/podcast/episodes/metr-anthropic-recursive-self-improvement-rsi/",
      "type": "web_search_result",
      "title": "Is Anthropic on the cusp of RSI? Inside the redacted METR report",
      "page_age": "1 days ago",
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    },
    {
      "url": "https://explainx.ai/blog/metr-anthropic-ai-rd-acceleration-twice-as-fast-80-percent-ai-redactions-claimed-vs-verified-2026",
      "type": "web_search_result",
      "title": "METR on Anthropic: ~2x Faster AI Progress, ~80% From AI",
      "page_age": "9 days ago",
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}

code_execution_tool_result

{
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  "content": {
    "type": "encrypted_code_execution_result",
    "stderr": "",
    "content": [],
    "return_code": 0,
    "encrypted_stdout": "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"
  },
  "tool_use_id": "srvtoolu_015Q7PyBcSbLN9xAmhxT8nCg"
}

thinking

Calls code_execution

{
  "code": "r=await web_search({\"query\":\"Sam McCandlish response to METR assessment Anthropic November 5 2026\"})\nif isinstance(r,str): r=json.loads(r)\nfor x in r[:5]:\n  c=str(x.get('content'));i=c.find('McCandlish')\n  print(x.get('title'),x.get('url'),c[max(0,i-200):i+900].replace('\\n',' '));print('==')"
}

Calls web_search

{
  "query": "Sam McCandlish response to METR assessment Anthropic November 5 2026"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01PhhN3AxVxZ8KZniRobPn2o"
  },
  "content": [
    {
      "url": "https://cybernews.com/ai-news/anthropic-redacted-report/",
      "type": "web_search_result",
      "title": "Anthropic admits redacting a third-party report about its AI progress",
      "page_age": "7 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.washingtontimes.com/news/2026/nov/5/outside-research-group-says-anthropic-rapidly-accelerating-ai/",
      "type": "web_search_result",
      "title": "Anthropic is rapidly accelerating AI development amid slowdown calls, outside research group says",
      "page_age": "8 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://fourweekmba.com/ai-metr-anthropic-likely-improving-models-at-2x-its-old-rate/",
      "type": "web_search_result",
      "title": "METR: Anthropic Likely Improving Models at 2x Its Old Rate - FourWeekMBA",
      "page_age": "7 days ago",
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    {
      "url": "https://www.usnews.com/news/best-states/california/articles/2026-11-05/anthropic-is-rapidly-accelerating-ai-development-amid-slowdown-calls-outside-research-group-says",
      "type": "web_search_result",
      "title": "Anthropic Is Rapidly Accelerating AI Development Amid Slowdown Calls, Outside Research Group Says",
      "page_age": "8 days ago",
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    },
    {
      "url": "https://www.webpronews.com/metr-anthropic-ai-progress-twice-as-fast-redacted/",
      "type": "web_search_result",
      "title": "METR Says Anthropic Made Two Years of Benchmark Progress in One, With Most Evidence Redacted",
      "page_age": "6 days ago",
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    },
    {
      "url": "https://the420.in/anthropic-metr-ai-research-acceleration-report-redactions/",
      "type": "web_search_result",
      "title": "Anthropic Redacts Independent AI Research Report as Model Progress Accelerates - The 420.in",
      "page_age": "6 days ago",
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    "return_code": 0,
    "encrypted_stdout": "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"
  },
  "tool_use_id": "srvtoolu_01PhhN3AxVxZ8KZniRobPn2o"
}

thinking

Calls get_claim_instances

{
  "claim_id": "035fd231-0c50-4498-835c-247c8f1eac56"
}