Minerval

← run 55e5078b

Run step

Step 17: assistant

2026-11-11 20:24:58 UTC · previous step · next step

thinking

Calls code_execution

{
  "code": "import json\nqs = [\"prover-estimator debate stability empirical experiment stable arguments dataset 2026\",\n      \"obfuscated arguments debate empirical dataset stability LLM experiment 2026\",\n      \"fractional block sensitivity debate \\\"stable\\\" decomposition real-world arguments measured\",\n      \"\\\"stability\\\" debate \\\"independent evidence\\\" obfuscated arguments critique prover-estimator\",\n      \"AISI alignment project debate stability research agenda \\\"stable\\\" arguments open problem\",\n      \"\\\"How to Have a Sensitive Debate\\\" instance-optimal protocol AI debate discussion\"]\nfor q in qs:\n    try:\n        r = await web_search({\"query\": q})\n        if isinstance(r,str): r=json.loads(r)\n    except Exception as e:\n        print(\"ERR\", e); continue\n    print(\"##\", q)\n    for x in r[:6]:\n        if x.get(\"type\")==\"error\": print(x); continue\n        print(\"-\", x.get(\"title\",\"\")[:90], \"|\", x.get(\"url\"), \"|\", (x.get(\"page_age\") or \"\"))\n        c = x.get(\"content\",\"\") or \"\"\n        import re\n        for m in re.finditer(r\"(?i)stab(le|ility)\", c):\n            s=max(0,m.start()-150); print(\"    ..\", c[s:m.start()+200].replace(\"\\n\",\" \")); break\n"
}

Calls web_search

{
  "query": "prover-estimator debate stability empirical experiment stable arguments dataset 2026"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01GPmxFdPzSC6WexuqzBdgLu"
  },
  "content": [
    {
      "url": "https://arxiv.org/pdf/2506.13609",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate Jonah Brown-Cohen",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://www.greaterwrong.com/posts/8XHBaugB5S3r27MG9/prover-estimator-debate-a-new-scalable-oversight-protocol",
      "type": "web_search_result",
      "title": "Prover-Estimator Debate: A New Scalable Oversight Protocol - LessWrong 2.0 viewer",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://www.alphaxiv.org/abs/2506.13609",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": "113 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.lesswrong.com/posts/8XHBaugB5S3r27MG9/prover-estimator-debate-a-new-scalable-oversight-protocol",
      "type": "web_search_result",
      "title": "Prover-Estimator Debate: A New Scalable Oversight Protocol — LessWrong",
      "page_age": "512 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://arxiv.org/html/2605.27483v1",
      "type": "web_search_result",
      "title": "Debate Helps Weak Judges Reward Stronger Models",
      "page_age": null,
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    },
    {
      "url": "https://arxiv.org/pdf/2505.03989",
      "type": "web_search_result",
      "title": "An alignment safety case sketch based on debate",
      "page_age": null,
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    },
    {
      "url": "https://www.themoonlight.io/en/review/avoiding-obfuscation-with-prover-estimator-debate",
      "type": "web_search_result",
      "title": "[Literature Review] Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": "514 days ago",
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    },
    {
      "url": "https://arxiv.org/pdf/2510.05611",
      "type": "web_search_result",
      "title": "MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction",
      "page_age": null,
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    },
    {
      "url": "https://research.mental-momentum.ai/r/ai-safety-via-debate-scalable-oversight-h6gpgz",
      "type": "web_search_result",
      "title": "AI Safety via Debate and Scalable Oversight Research 2026",
      "page_age": "150 days ago",
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_017kHzyYKCy9kRUNxE8DbUSV"
}

Calls web_search

{
  "query": "obfuscated arguments debate empirical dataset stability LLM experiment 2026"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01GPmxFdPzSC6WexuqzBdgLu"
  },
  "content": [
    {
      "url": "https://arxiv.org/pdf/2506.13609",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://arxiv.org/pdf/2504.01849",
      "type": "web_search_result",
      "title": "An Approach to Technical AGI Safety and Security",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://aclanthology.org/2026.emnlp-main.1039/",
      "type": "web_search_result",
      "title": "Argument Collapse: LLMs Flatten Long-Form Public Debate - ACL Anthology",
      "page_age": "18 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://proceedings.iclr.cc/paper_files/paper/2026/file/ed687a5f52b651b19e7c18f702907b8b-Paper-Conference.pdf",
      "type": "web_search_result",
      "title": "Published as a conference paper at ICLR 2026 OBFUSCATED ACTIVATIONS BYPASS LLM",
      "page_age": null,
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    {
      "url": "https://aclanthology.org/2026.emnlp-main.428/",
      "type": "web_search_result",
      "title": "Promptology: A Large-Scale Systematic Analysis of Prompt Elements and Contextual Factors in Argument Generation - ACL Anthology",
      "page_age": "18 days ago",
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    },
    {
      "url": "https://www.lesswrong.com/posts/8XHBaugB5S3r27MG9/prover-estimator-debate-a-new-scalable-oversight-protocol",
      "type": "web_search_result",
      "title": "Prover-Estimator Debate: A New Scalable Oversight Protocol — LessWrong",
      "page_age": "512 days ago",
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    },
    {
      "url": "https://arxiv.org/html/2506.13609",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": "513 days ago",
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    },
    {
      "url": "https://arxiv.org/pdf/2505.23598",
      "type": "web_search_result",
      "title": "LLM Performance for Code Generation on Noisy Tasks",
      "page_age": null,
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    },
    {
      "url": "https://aclanthology.org/2026.emnlp-main.428.pdf",
      "type": "web_search_result",
      "title": "A Large-Scale Systematic Analysis of Prompt Elements ...",
      "page_age": null,
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    },
    {
      "url": "https://arxiv.org/html/2603.26846v1",
      "type": "web_search_result",
      "title": "Stable Reasoning, Unstable Responses: Mitigating LLM Deception via Stability Asymmetry",
      "page_age": "229 days ago",
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_01P1j9f3ec3Pbug6vuxQsHjL"
}

Calls web_search

{
  "query": "fractional block sensitivity debate \"stable\" decomposition real-world arguments measured"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01GPmxFdPzSC6WexuqzBdgLu"
  },
  "content": [
    {
      "url": "https://arxiv.org/html/2610.02557",
      "type": "web_search_result",
      "title": "How to Have a Sensitive Debate:An Instance-Optimal Protocol for AI Debate",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://arxiv.org/pdf/2506.13609",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": null,
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      "url": "https://www.researchgate.net/publication/305854058_Composition_limits_and_separating_examples_for_some_boolean_function_complexity_measures",
      "type": "web_search_result",
      "title": "Composition limits and separating examples for some boolean function complexity measures",
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    {
      "url": "https://link.springer.com/article/10.1007/s00453-026-01388-2",
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      "title": "Ex-post Stability under Two-Sided Matching: Complexity and Characterization",
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    },
    {
      "url": "https://arxiv.org/pdf/1810.02393",
      "type": "web_search_result",
      "title": "On Block Sensitivity and Fractional Block Sensitivity",
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      "url": "https://arxiv.org/pdf/2410.19062",
      "type": "web_search_result",
      "title": "Oracle Separations for the Quantum-Classical Polynomial Hierarchy",
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    {
      "url": "https://arxiv.org/html/2408.04351",
      "type": "web_search_result",
      "title": "Sensitivity analysis of fractional linear systems based on random walks with negligible memory usage",
      "page_age": "826 days ago",
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    {
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      "title": "Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": "113 days ago",
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_013sTdiSiEJVjXeLtjVkMTeX"
}

Calls web_search

{
  "query": "\"stability\" debate \"independent evidence\" obfuscated arguments critique prover-estimator"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01GPmxFdPzSC6WexuqzBdgLu"
  },
  "content": [
    {
      "url": "https://www.lesswrong.com/posts/8XHBaugB5S3r27MG9/prover-estimator-debate-a-new-scalable-oversight-protocol",
      "type": "web_search_result",
      "title": "Prover-Estimator Debate: A New Scalable Oversight Protocol — LessWrong",
      "page_age": "512 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.greaterwrong.com/posts/8XHBaugB5S3r27MG9/prover-estimator-debate-a-new-scalable-oversight-protocol",
      "type": "web_search_result",
      "title": "Prover-Estimator Debate: A New Scalable Oversight Protocol - LessWrong 2.0 viewer",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://www.alignmentforum.org/posts/8XHBaugB5S3r27MG9/prover-estimator-debate-a-new-scalable-oversight-protocol",
      "type": "web_search_result",
      "title": "Prover-Estimator Debate: A New Scalable Oversight Protocol — AI Alignment Forum",
      "page_age": "512 days ago",
      "encrypted_content": "EsgNCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDMK3TCVB6IRWQRlIFxoMZTWsL1ADlwYYOpaBIjDZNLLU1Xob5XvMNHnIkGKrYTxhxu2bCbNby6QXqbHKBD5cKFZAN2+ywyBLxJICEXsqywx56U42pYN+Eb9nDGx08vuywiyRhPVAfX6RSzh047Jp7pirAT1oGJVBlLJCRtbsrb0IrgcwHFXnV7sNG85q9l1cq0ta69FQPlZmQV3OC0VohAe/nN9ihHiaBq2L4uEbAvTM4UPnzoBZ/AtiRFkeTZAiQlqGv5Y0m3RtsCmAsu3aDYXxWdE56P20/kuiTnp/UmoUD3Z/s/zyy6M/+DzJBVHiR7b/naEyF320uQZpfOZl/kUyz1S9/F1iXvXRlSDG47kdQX8S1++TmG5MPv3WO5qx5D9ZA40dYeFJ050u4f8BwgGUzvBLLEoP77FJ5iDoLlWg45YxvcHT7ipt3THw6AovxC49czPYkEIU7IINpkvp7769ldDc3PB0OY4GnC8dp2744QJY9hDOPAjPiFG/Kue4JkToRYn1d+owyVXA/zx6XS/veyw36HApkf+ZhAJJNZElDej3V9fvgSoFZT1nfVm/v+3/kJ5il7iTzdMuwi6eKuvZqSDg5BLkg9/YWRN5B70qG7vOuElQ0IypCmpzbKD/scBaBEj+/UmnUdPW/Om1KL4l7ZBHp72AJbcvVSyGiWwpjBaKyoiYtfGCqnX2b1R2Tz68DuqU9fh0UMgYYkbq8wbEtOxOLXsBJs73/UeRla0bD0VEFiLIYzhxXSI0Az33Dgr2qGq3rht9V24d1utBtb+xJCELPlNkWqG5Jd2IHWVrGRrxu4gm7L2I28+3zA5cScuBvr5+AAFyv1b0ejsIe5rRQ7Gqb1gdCW+quXGOx9FitoZpDKJWkcp9gnCE4qOLSNDV2P/vRtAFJBdOIkkOOhGGWad7E2z95fe4+tOjAMa5QsEG1zrO0FztkYfHPkaXbBkvuPmzN/PxIlNcLkNDYZlPxJz1HPyQ1FS/aG3Ms12oRZrpkNtc2rDHyHrHlhb84aQv9pTXvK0Yea9LPyu9ZoPwKKju9F+rjuABz+B8S4A5KGf2EOM3/jiLmGMFNdWBTGqo+TmYYf8LmWIozy+8J8DQU3S2eAj5muySLaMJf10Q5u87ufsjg7qXoUXpP4ucjK5HajO0Hbu8ZLIPVizJqm2tM3ozk20gxSLGOQ1o8cgKei1QYdnueuM4AjURdBoqnQ8Cre8pFtYyOrZwrulZoHmPCCq9H2mYGcSUzKySkr2JMt99nd7Q+TvfgO8cHPGjyOUl3W84v77Plhg5ulg7m84VZkmHmew2i/kxA75JP9OZanmSmBx7k+O+i6B29385E5JmG026DbBQo8CgF63cTiE7mYcxblK0x3j24+mV5c/P9PnoGVnPVzvKRKQQg+FUvcEaW5V5JMlpp2fVb09CEsiepDmNEW9ZVOiseusboD/MzaAQ3E+V2ZM3Jx/O9++oQKKhNzyNQi1hJNx1aIG/WSa+yR72nFlZYwJZGxgwVh8OCC5rKknlcw/BIrdFpoK7kG3NyTty0PwpUnp/V1MB6vVLDZOixmDnJYq2i4JF7KZv9yHkRCf2aDABecT3xpmubYnmW9UZDAFD8N6mp1TL795PXoFWYG2RfBf28bOBJr9tlSSNDemdJJuHkS74L3p0uwybQziM8AqWh4eG9DkCNXNANyDjEq0m8l06KWOYxHoOuFJUurPJ6uDsIBUoYxldFeeOpeaMoRHdIhmaCKF25YUGthT3Tw4Y4+Lc82chZ6P4lM2gdcKJAYEblR4/v6gfGKgUOFR7PK8LrdPZkfUxC2PXIjRfdtC/iw7s2p6f7TrUg7Jmu8YJXmMXM1uNKkRlXyG7xZ16yv9Q3TrlhVJNgZ3scH80NIgknto/9upmcQ86fmz/htaJVg+yxx9KTKrGIA6DeeUEZ5ocgXD0KFAvluLifMo+DHMkxuxkHou3+tM2LzWgIb9m1frpKqk1JGwvn91oR5tuc+vRxCvG3trLi+chpQ1PDfExkaKR6qULBeO4VR8AbEtcpegxB2cgOlYswtr5MCF/E20CCUNzwJvS/m3kp6lHLDLWFFqFXZyfGq8xqal2l2HWi26Bx3r4aTLxrrKQrxgKoWjA1fJgypLIUYVxQGNMlC/ga6AfGqT+nsjMfSr62iYAmupjIWqoggrZ7W+FlbSQeLOeEHJiiKZjopl18w9T5VoFkCP+ic5/VFBMxQr9BlpNyNc+ckGGJ2GTn7VTO/xW9fPYuowYAw=="
    },
    {
      "url": "https://arxiv.org/pdf/2506.13609",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": null,
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    },
    {
      "url": "https://arxiv.org/pdf/2505.03989",
      "type": "web_search_result",
      "title": "An alignment safety case sketch based on debate",
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    },
    {
      "url": "https://universitasscholarium.substack.com/p/the-flaw-somewhere-by-christianoan",
      "type": "web_search_result",
      "title": "The Flaw Somewhere by Christianoan Alignment, Simulacrum · Universitas Scholarium",
      "page_age": "43 days ago",
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    {
      "url": "https://x.com/geoffreyirving/status/1935003945706877429",
      "type": "web_search_result",
      "title": "Geoffrey Irving on X: \"To emphasise: we make lots of assumptions which don't necessary hold! Our earlier safety case sketch (https://t.co/k4VHq6mI94) lists many other problems with debate. Obfuscation also applies to other scalable oversight methods such as scientist AI, but details are unclear.\" / X",
      "page_age": "512 days ago",
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    },
    {
      "url": "https://simons.berkeley.edu/sites/default/files/2025-04/Geoffrey%20Irving%20-%20Asymptotic%20guarantees%20for%20alignment%20(1).pdf",
      "type": "web_search_result",
      "title": "Asymptotic guarantees for alignment Geoffrey Irving, 15 April 2025",
      "page_age": "575 days ago",
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    },
    {
      "url": "https://paperz.arrangedbits.com/api/papers/a702d612-e107-4de9-a236-c02f2aae49bd/pdf",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate - Paperz",
      "page_age": "513 days ago",
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_01KVLSMLrCkC5XjM2gNT4n88"
}

Calls web_search

{
  "query": "AISI alignment project debate stability research agenda \"stable\" arguments open problem"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01GPmxFdPzSC6WexuqzBdgLu"
  },
  "content": [
    {
      "url": "https://www.alignmentforum.org/posts/tbnw7LbNApvxNLAg8/uk-aisi-s-alignment-team-research-agenda",
      "type": "web_search_result",
      "title": "UK AISI’s Alignment Team: Research Agenda — AI Alignment Forum",
      "page_age": "553 days ago",
      "encrypted_content": "EtQNCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDMerL/vUSPMFM+0nHxoMQCzsb/WxvSH/c3ElIjALXgly54xYPaxVxUaVDP9EKMnmSJthzzxXyBAiKIIupYXrpCQHe9UtcpKPe167hiMq1wwbIv4Ae+seDKEcj8jt/hdtTwGlJYzafBbY0fh5cXvY7RdrlgVA/BDtxOB9C5pYbS1fkXP3Z+DjlRexuo/bYvBN+at0yWnXQlMkn5MSxdaynPE7jx4EJyCrSNpQ6bp5LgBgoohivraC1cvsFV6ilxaJPvO9lVhSVjYxhUqj/J1nAWi3r8M1tiEgS6NrlIEaUmzbeK88Nm2fS1y7a5mKugNHoAyyHjtHuCkmqehjgMXKShzFftkAwqfVYIdPGLGD0wGXHOcZVhcuu0vO4NBSeIgs+1CVbEvJPT09fj3dcFRBuU17N+5CIrnzziNwsW6Rv+H518hIUvPPGIZQBM5c2IsSILnTtWh9nUVxgRUAdl4GUq8z5tyPaMfFzg1GRI3gcnyDEiiUidq5uo7ZyBsbCwVcfg6gtv+Dgwd5EZydBJesQSiB9agxWCqXXZ2Jl9evjWdx27txvWaYNX7q8OWrlfTBsypn6ciIyO0xVcrcH2iIPSLosr6F5tSpjzhVtU9T67I60NJS4g9XdpXF1U6x6ylDLUwEckXtN3NIVDGIQtJKtQIgT3IH8M8TWI+GhKd2ymIVaX9ODokGfLwjTUywLrqMP9I5gQb8jW3Jz1u/HI154st/2sS4ru+bXn5JqidEsA365QXsIWPD08Zx2lFgUn/Wgz2jpz6jDrqW9R1RRfhAcXHFabxwuyu1/2O9uA1izOR5nLzeGU87or7Vf0Y9d/5NPuIqZTWkaRRVNQBp8weLV+GXIWonAAec+VqVGX16F7INORO2DNCw5xTWGZwEODSXvllq/T/mmfcfGwG2gMKuw0+a6pqYxoTN+yYR+enTmqPZKythu/n1XVDge/+qo3abKu85aEPeEXpegQvs+ChtA9uiFsZGXfito9yFmKYZigfR3D/aaMlH+65D9JZa+Zs7zx1c+gxlX+vQ3O+1PEtaN5KVw/mY0lZ/vnhVisuvK1TVD4FkNUelu524q7ao2CGbj7NMiJVSD/AuKslWuND7VYAvqJM46qTSoWXp9OZ9QUB47ChoHV8et7QJ/w4ExaLXhjzIi6p1i7Oxp9yLOtnXXyBMU7BoeD8SF0wgbKTfhp/5XqdrZ4Nq/UfN53zz+zEb3VaD9rjMls4XWnUaT0TdTnVewy3W4gelJmBEeNpfYZ+/2CePlwhV99H42h4Nda/IJ0ewnzRAm1y9Eiw3neXwfKJlzdYfhPwYEDt9m9KG/u2a5j9/D8QIR15hebbBDUkIyHpwZaFfxPNMDp9Vwfe+UgLJ3rJwDHT5RZo+1CiqH6C9vDpNY4L8M3/fiX2vxHvZ/GHR2SgDX45hGylB4VxX5NUzGI3Elqz3kuCMLABBbTRS58pPMrIh9HPMSNE2qibQ1KuF7mN6Kw8eXqjAhMQ2u0ugEbYsPoZ3PUW749JgTJkDM05V5/59vczeXtNbfqIiaR+0f9dAeC6PXXH++ydqCP1jFDGa5FQC0XrwlF8H8V/ez8Vlnp4+IA8Bkx4Dqo/AY3e1qRzv/3SpTyjd/fYyZFZYJEY6DONyIR7qxXZQfIsWAzYdR5PRFlW1BielytJOTLlqU4X41ezdhH8f1B4+Z0vVQgd6midNAYEAtDtPBXipM7VLgtRPifFXugEdZQBGMKtzyUVyNap19ncJo3HSCpHFyOEn78tvxapwKBoi+FcE36Qc4s8DLMlFaIRnbmg/gG3AVnOSVhupayMprKTBqS8xsvv47F2nbBoa6vykS1tMOApB+ACwH7kEjitEiSXZbwzcr1YHxhrI8rwG/A0m5Lu4YjfauHGp7noOW6X3QT3rebzt9mjZtvJLZbBBrfID61g15oKVVev21cxAppZ52uIF187DIozfde4oIxFspSllfM+H1moaVvubQognoawsOGfZRND4+S4kJEgepioVMqbhwpqb/XLYY3NY62/hciVia/tAdhaTUFNmfdp1M7eDIuo6xtwpwX/2dyk5pKP3b43Hqo/C434OPuDsEISEy6zJGyAIJiJTyoH+Ko7jBTBbEGQnu5Tb1ZmaaeOunEMfzj3l0EO/K1gwef6/U9FWFtUbk7D4cNFS4p8mljqodkgHGavTtza6RmBBI2VwANYf/MoLNY7rcICb7d8G60JTFzzrn+HYgGECugeIbf6E3bm2WGH0wPUrgBlzdZjMVnZ2Xkdb5QIB0sEYAw=="
    },
    {
      "url": "https://arxiv.org/pdf/2505.03989",
      "type": "web_search_result",
      "title": "An alignment safety case sketch based on debate",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://arxiv.org/html/2505.03989v3",
      "type": "web_search_result",
      "title": "An alignment safety case sketch based on debate",
      "page_age": "537 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.greaterwrong.com/posts/tbnw7LbNApvxNLAg8/uk-aisi-s-alignment-team-research-agenda",
      "type": "web_search_result",
      "title": "UK AISI’s Alignment Team: Research Agenda - LessWrong 2.0 viewer",
      "page_age": null,
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      "title": "An alignment safety case sketch based on debate — AI Alignment Forum",
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    {
      "url": "https://arxiv.org/pdf/2408.15116",
      "type": "web_search_result",
      "title": "Evaluating Stability of Unreflective Alignment",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://arxiv.org/pdf/2506.13609",
      "type": "web_search_result",
      "title": "Avoiding Obfuscation with Prover-Estimator Debate",
      "page_age": null,
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_01FrsmkqNXxFR153Usa4bVsC"
}

Calls web_search

{
  "query": "\"How to Have a Sensitive Debate\" instance-optimal protocol AI debate discussion"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01GPmxFdPzSC6WexuqzBdgLu"
  },
  "content": [
    {
      "url": "https://arxiv.org/html/2610.02557",
      "type": "web_search_result",
      "title": "How to Have a Sensitive Debate:An Instance-Optimal Protocol for AI Debate",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://arxiv.org/abs/2610.02557",
      "type": "web_search_result",
      "title": "[2610.02557] How to Have a Sensitive Debate: An Instance-Optimal Protocol for AI Debate",
      "page_age": "41 days ago",
      "encrypted_content": "EosHCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDH6EliAMl0ZxSeG/tBoMTS0mFir7Xf4WYOFMIjBHeJXEI9h3Oy+hU3s1deiJsCaXIdnsb6jom1klbCNPYktvl7a6qPYUAwES9kVPSAQqjgYLtIIVh9l3pd8VHVwc25Ea5HFVfU5ktzc+rAlfiq023FpsFiLppMqrHBVhPKuc1yypV6dk3Ddqv1/xob7sz8OwL4aHS4oi0SoNAEDwvPuCt3Vl5ch+JXF9GMXlUrZnPuPuzP1lzqruR7qGDO5yPNIZ4zJWlSRrvTvFujucwua8j3nMA7063dt6HEqR4q5H80RMm7v98ij5ej9PN+wkbUgTDa/M2hJE5qHCxBqU9UKyuO50COqxP2PTM59l65HbrdSb585IrAcs0xagyEFSyO9R5NRipUrhBQ+ckYjdtoifO/3pS+IVZGNpQx2FHujs1XyPsW5X+Vn+VBNXf0bvwhkqrWa13AwKFUKbjYvdi5UmE4dmKyDXbp37oLjzJjErgiyjDZMOjmgwJE2A1m2rVntYc0iflraOUndj8mjogDSZzM+4gcBAz2O2JCgk7xeS3mDbW5WPeR8KEdBVkn9cJlx7YRV90l5v8nXwemdcxv/Fqaqlqc/FPjSZsaaWrHNJptFIfiDKQYC+vd5t6eauAdOMV/jzvbB7dEZud05cjvTptqfvfr6gzVm+4gGP/Gzl9wcmeoCaeHvH2Ll4rrhDCMYS/SAfxIPFjVcqTeGnNeDOH6138PscRt/zkPumOoP5EYIEQuo8AOOZq5r/edBVqzUtOrSiMVcq6l9IAqSEplxXKNA+gUYIvlbdW9nL29GQXJCNjwAEkVXuYL/1UFv0ThiV/L0y0xBJjsja/iGBYZozCxTOS8RvRZgFY3w3w4Cj7mEqMWN808wi+TWN+g93Tm3cCN0ZXbR2MYGpTdOzGVXGVDuuJQZiFrT/WzyLOaqs39ZrAQ10e7GiAGctAJasBnGZ3xhTIg8njIg/wk5edBFfk2lswYFF/rRS6W9Okej7OowcoOspflScsxC9n89+TBoLyIdpHPT58gEkdoq7ljM0jLvgzYIHy7rsOOPPS+zQT2HixyKQ1p1JVubSXJtPJYshPjuPwoQFH7wzvcp2ZRSXdNluIoQ2WPSOvGPW2buTTtgnzU+/2/SNI0U2NcLuHRgD"
    },
    {
      "url": "https://www.alphaxiv.org/fr/abs/2610.02557",
      "type": "web_search_result",
      "title": "Comment mener un débat sensible : un protocole optimal par instance pour le débat entre IA",
      "page_age": "40 days ago",
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    },
    {
      "url": "https://paperswithcode.co/paper/126102",
      "type": "web_search_result",
      "title": "How to Have a Sensitive Debate",
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    },
    {
      "url": "https://arxiv.org/pdf/2311.14125",
      "type": "web_search_result",
      "title": "Scalable AI Safety via Doubly-Efficient Debate",
      "page_age": null,
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    },
    {
      "url": "https://arxiv.org/pdf/2310.19852",
      "type": "web_search_result",
      "title": "AI Alignment: A Comprehensive Survey",
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    },
    {
      "url": "https://arxiv.org/pdf/2506.02175",
      "type": "web_search_result",
      "title": "AI Debate Aids Assessment of Controversial Claims",
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    },
    {
      "url": "https://arxiv.org/pdf/2506.13609",
      "type": "web_search_result",
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    },
    {
      "url": "https://arxiv.org/html/2506.13609v1",
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}

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    "return_code": 0,
    "encrypted_stdout": 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"
  },
  "tool_use_id": "srvtoolu_01GPmxFdPzSC6WexuqzBdgLu"
}

thinking

Calls match_claim

{
  "text": "Correct answers to real-world AI oversight questions are typically supported by many independent pieces of evidence.",
  "exclude_claim_id": "ae6522c7-b164-4787-99a9-9ab318f858af"
}

Calls match_claim

{
  "text": "Many real-world AI oversight questions have correct answers that can be justified only by arguments in which every one of many steps is necessary.",
  "exclude_claim_id": "ae6522c7-b164-4787-99a9-9ab318f858af"
}

Calls add_argument

{
  "name": "The argument from redundant independent evidence",
  "stance": "for",
  "claim_id": "ae6522c7-b164-4787-99a9-9ab318f858af",
  "description": "Stable decompositions provably exist where the truth is backed by many independent pieces of evidence, and sound conclusions resting on fuzzy human judgment are said to have that kind of backing."
}

Calls add_argument

{
  "name": "The argument from conclusions in which every step is necessary",
  "stance": "against",
  "claim_id": "ae6522c7-b164-4787-99a9-9ab318f858af",
  "description": "A conclusion that fails if any one of its parts fails is maximally sensitive, and many oversight conclusions (no flaw anywhere in this code, this proof, this analysis) have that form."
}

Calls add_argument

{
  "name": "The argument from instability in the human debate experiments",
  "stance": "against",
  "claim_id": "ae6522c7-b164-4787-99a9-9ab318f858af",
  "description": "The only debate experiments in which decomposition stability came up, the 2020 human experiments that identified obfuscated arguments, ran into honest arguments that were not stable."
}