Run step

Step 3: assistant

2026-11-14 06:38:31 UTC · previous step · next step

Calls code_execution

{
  "code": "import json\nfor q in [\"UK AISI white-box control sandbagging probes Alignment Forum\",\"arXiv 2512.07810\",\"arXiv 2611.14950 sandbagging probe\"]:\n    r = await web_search({\"query\":q})\n    for x in r[:5]:\n        print(x.get('title'),x.get('url'))\n        print(x.get('content','')[:400].replace('\\n',' '))\n    print('---')"
}

Calls web_search

{
  "query": "UK AISI white-box control sandbagging probes Alignment Forum"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_0111MMA7YQPpCbmtwerEJJKi"
  },
  "content": [
    {
      "url": "https://www.alignmentforum.org/posts/pPEeMdgjpjHZWCDFw/white-box-control-at-uk-aisi-update-on-sandbagging",
      "type": "web_search_result",
      "title": "White Box Control at UK AISI - Update on Sandbagging Investigations — AI Alignment Forum",
      "page_age": "491 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.aisi.gov.uk/frontier-ai-trends-report",
      "type": "web_search_result",
      "title": "Frontier AI Trends Report by The AI Security Institute (AISI)",
      "page_age": "331 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://x.com/JBloomAus/status/1943366777217368125",
      "type": "web_search_result",
      "title": "Joseph Bloom on X: \"🧵 1/13 My new team at UK AISI - the White Box Control Team - has released progress updates! We've been investigating whether AI systems could deliberately underperform on evaluations without us noticing. Key findings below 👇\" / X",
      "page_age": "491 days ago",
      "encrypted_content": "EtENCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDJroafvfIFAKqSkc5BoM4jOp4h+N1n8xYQr4IjAVz72sfQccr80fsFT/gqp0Vc9PXTWWCOUVw4y/ULqJLZXffz3WVype95WAMr82HUMq1AzrbohauyG86rOAv0Uf6No06Tngu85MdccFw2Giu+0M/C1Z0Io6cPJElG89vlpp+S/wQ2LkyGTOiRX6BbnhKNd07yinRXdxEkiLdfGymchZLIiaAUsfSIKO1daGkCfydXnxIK5j2uxL/rxIdr3FPLgX6kXqmOZSAqbx2l3SzRcJiBC3kl8dKtvK/XUSHJUle4nPV2iWQgS5uXhTtmS9xYB1tyWyo5OhThwQtYjlSHPxXntkj5dIK7FdJHrIO2RpgcItaxvp7LLcj3wyV193BP9s/jZ/qKZE2u8Ir/7p3Hmj7kyLIBZ3w9c+I9vgGSIy9Gx/Gge/W3k7ct8gXzl3TWtIMueQhwbmFnIVyEjGoG9Mv1fUbvotq2umOLUnMkj8O0DptywhhlSvAe/JmGbYOC/lR3b+p7Ioisyp3lwJo5xOO/fWmba6ApY0C6SdoVng1Gn5FfNV987LrZEoqS8fzrP7mEdH/AIy9WAD8lQq+WofXoiiNTGp+sx5cuoR0G8aXHGltjzw7iaB1TSz6ye3zVdtDsXkI8KoPSkUf17z4MZCjpCpG34IPP7DkedY/nSnF0GzVXLcHk0LRi7OM+OizbTXKSAadGjmVZkyy4WqalY14Q3zC8o7y9G5qlitpludKkXelA9Ar6ob0iwvb+QQhkZS/rusJV4GE76b9J2oy5vNEaCb5HOlG9PzFfY178Vn0oGCWgBzfmHlvFyRpOLDbug/S5OEovvlbzGhBlTJfhF6Rqm3+nqYRQ+YuL7cE2OK6QJ0qa/p1gSa2ihZUQwxSbrapNddzzBLnQJIvDjdkBaXznbxHPuobqmIzguKZUWqoYMEQf91t3MDN3ZsNql8M3NESj2M1CPtMpZM86L2cbHoqSVaNiiiSdIYoGwzfTFIBxKCDnjhqiobocDyHoguRntDp3rFLWBIzNznwOkEp7IzXgpoLqJxPwmTMNhhaUqH5r/yO578gUEm3pjY+GEAJL0xQjiO72kEIHAKQY3jNI8FpIFPiztjHBp6M0ubY5TjPNLVFT2wsWU2SzRa2+MipBpK++OKN6JXvKTtDa54NT6Z1BBZRsG5Q3Z4cWb8hW3pkfTMWWRngQ+TDqPfKwCR00xsRich/5wkHLJMS/FP+5UEQbVZQlYeIgPVs1HWlUijh13QuNtlMHCrZIM5K2D2HV2xWC8E4TRb6QB04NQU1Nl3xhBTu+GIhIVspy3qO/pCyanz9d8KdunNlDzNeUuTMqpMKCA+NEZRO/ouKneX7rVqu5+ff9MyHUvnic/QqxcW+FDBK1RnfNWyWOU9Z0KzqCm8RkCHYDSlPN00lFpOfBKlXH7TQJNYCi+I375DZoaoZYZer1vEPYrVWQsZzHFNcgabT6LV1M1PSy+ZzllfwXQ/OCtHKz64RdpOHjbfCLzpToZnCGsUTAhe6GrmEymSk5ZV0xsfYeZrgoyO9dnSIijxwnUTir22MloLhYK1Ykh87SNxGEEP5dSchhDdvvxBYB21dSGHLMVKmn7FsSMyjLTmHTBPn+yijawtaRYVvUCIWNUoxSACWAXI3QX+ZDZtobwAsukc15+08HSYk6pMiYZuFnOEGkhmo7SzZ8NMeT1GrAgyYMqLd56QFjT5adRq0x+QLJoR6a+ADUvfCWPePpF0XlloTQwJiMuGUE9+a0TRS5v4v6mLppqsrwxuNHDuFP76WfAj24kzwsdXiEeJpTtsHnXNhe7B/h3ttAT6NXXAIBzKnyTV9AHsHx8lmIUybobkYEFQ342Uu6q7PonyC2M2MPvIkO+th85TXKXTtpWIsEs268UisuuzpcidKbkjK8nnCpGGbAIRP0cCQoe3tl91U8pIEtrYb4JTzyWEsur/6Uu/cEkWogEZ1U5DXo5QBNTH44TL0NDwliUVykEw9I1cYros/mNkl1dHKlPsCKxvrCJyB9YF6dOp7NlvUW/ZeTVIK9MGrxROZcIGcEsAmh93P0GYV0X+qKzt9VkqGrB/1+ECqpuRwstEWKilv34aVGInPGZkL2+bqUxLk1da9ctOZbauqHABcL16PBkraSkzmIsOisQwhBhWpZnOUFS4aWg8yOSUF/gZ4rcOt0qriayXOZx34VDh38RFPHiSvobB+EaOuOIV/fcxhFRfMIHO6uiJudlHkUWwVwkyGEbs+aXlZUzm+w4YAw=="
    },
    {
      "url": "https://www.aisi.gov.uk/research-agenda",
      "type": "web_search_result",
      "title": "AISI Research Agenda",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://labs.cloudsecurityalliance.org/research/csa-research-note-covert-underperformance-assurance-risk-202",
      "type": "web_search_result",
      "title": "Quiet Sandbagging: Covert Model Underperformance and Assurance Risk",
      "page_age": "5 days ago",
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      "title": "Read the Frontier AI Trends Report",
      "page_age": null,
      "encrypted_content": "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"
    }
  ],
  "tool_use_id": "srvtoolu_01AwwL1ou6hecqdwbCkZi2kj"
}

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_0111MMA7YQPpCbmtwerEJJKi/cell.py\", line 12, in <module>\n    print(x.get('title'),x.get('url'))\n          ^^^^^\nAttributeError: 'str' object has no attribute 'get'\n",
    "content": [],
    "return_code": 1,
    "encrypted_stdout": "Eo4BCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDDIjSzGFYiW2IYp7aRoMUdc5ZGJlBzq0qlI5IjDRtm2X02X8t6TBdQSkSrB+N2bEJpca5moqDb0MgGf2DmqiZoKck8BWKlSYBROXDxQqEpTp+jTejcO5Odc6y+eojrwjGhgD"
  },
  "tool_use_id": "srvtoolu_0111MMA7YQPpCbmtwerEJJKi"
}

Calls code_execution

{
  "code": "for q in [\"UK AISI white-box control sandbagging probes Alignment Forum\",\"arXiv 2512.07810\",\"arXiv 2611.14950 sandbagging probe\"]:\n    r = await web_search({\"query\":q})\n    if isinstance(r,str):\n        try: r=json.loads(r)\n        except: print(r[:500]); continue\n    for x in r[:5]:\n        if isinstance(x,dict):\n            print(x.get('title'),x.get('url'))\n            print(str(x.get('content',''))[:400].replace('\\n',' '))\n        else: print(str(x)[:300])\n    print('---')"
}

Calls web_search

{
  "query": "UK AISI white-box control sandbagging probes Alignment Forum"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01CTaNXxQbz2tdJWcwNJjHvt"
  },
  "content": [
    {
      "url": "https://www.alignmentforum.org/posts/pPEeMdgjpjHZWCDFw/white-box-control-at-uk-aisi-update-on-sandbagging",
      "type": "web_search_result",
      "title": "White Box Control at UK AISI - Update on Sandbagging Investigations — AI Alignment Forum",
      "page_age": "491 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.aisi.gov.uk/frontier-ai-trends-report",
      "type": "web_search_result",
      "title": "Frontier AI Trends Report by The AI Security Institute (AISI)",
      "page_age": "331 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://x.com/JBloomAus/status/1943366777217368125",
      "type": "web_search_result",
      "title": "Joseph Bloom on X: \"🧵 1/13 My new team at UK AISI - the White Box Control Team - has released progress updates! We've been investigating whether AI systems could deliberately underperform on evaluations without us noticing. Key findings below 👇\" / X",
      "page_age": "491 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://www.aisi.gov.uk/research-agenda",
      "type": "web_search_result",
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    },
    {
      "url": "https://www.aisi.gov.uk/blog",
      "type": "web_search_result",
      "title": "Read the Frontier AI Trends Report",
      "page_age": null,
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    }
  ],
  "tool_use_id": "srvtoolu_01TybbL59NrtgamMWWA1bBEY"
}

Calls web_search

{
  "query": "arXiv 2512.07810"
}

web_search_tool_result

{
  "type": "web_search_tool_result",
  "caller": {
    "type": "code_execution_20260120",
    "tool_id": "srvtoolu_01CTaNXxQbz2tdJWcwNJjHvt"
  },
  "content": [
    {
      "url": "https://arxiv.org/abs/2512.07810",
      "type": "web_search_result",
      "title": "[2512.07810] Auditing Games for Sandbagging",
      "page_age": "341 days ago",
      "encrypted_content": "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"
    },
    {
      "url": "https://huggingface.co/papers/2512.07810",
      "type": "web_search_result",
      "title": "Paper page - Auditing Games for Sandbagging",
      "page_age": null,
      "encrypted_content": "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"
    },
    {
      "url": "https://arxiv.org/html/2512.07810",
      "type": "web_search_result",
      "title": "Auditing Games for Sandbagging",
      "page_age": "109 days ago",
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    {
      "url": "https://arxiv.org/pdf/2510.06370",
      "type": "web_search_result",
      "title": "EVALUESTEER: Measuring Reward Model Steerability Towards Values and Preferences",
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    {
      "url": "https://www.researchgate.net/publication/398476411_Auditing_Games_for_Sandbagging",
      "type": "web_search_result",
      "title": "(PDF) Auditing Games for Sandbagging",
      "page_age": "341 days ago",
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    {
      "url": "https://arxiv.org/pdf/2512.07810",
      "type": "web_search_result",
      "title": "AUDITING GAMES FOR SANDBAGGING Jordan Taylor1,∗ Sid Black1 Dillon Bowen2",
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    {
      "url": "https://arxiv.org/pdf/2511.07367",
      "type": "web_search_result",
      "title": "Reduced Density Matrices Through Machine Learning",
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    },
    {
      "url": "https://paperswithcode.co/paper/2512.07810",
      "type": "web_search_result",
      "title": "Auditing Games for Sandbagging (arXiv:2512.07810)",
      "page_age": "341 days ago",
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    {
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      "type": "web_search_result",
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  ],
  "tool_use_id": "srvtoolu_01QFutTwVkLxAVvT7gSrttjF"
}

Calls web_search

{
  "query": "arXiv 2611.14950 sandbagging probe"
}

web_search_tool_result

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    "type": "code_execution_20260120",
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  "content": [
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      "url": "https://arxiv.org/pdf/2611.14950",
      "type": "web_search_result",
      "title": "Stress-Testing Sandbagging Detection Under Adaptive Attack Bhoj Rani Soopal1",
      "page_age": null,
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    },
    {
      "url": "https://arxiv.org/abs/2611.14950",
      "type": "web_search_result",
      "title": "[2611.14950] Stress-Testing Sandbagging Detection Under Adaptive Attack",
      "page_age": "3 days ago",
      "encrypted_content": "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"
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    {
      "url": "https://arxiv.org/html/2611.14950",
      "type": "web_search_result",
      "title": "Stress-Testing Sandbagging Detection Under Adaptive Attack",
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    },
    {
      "url": "https://arxivsignals.io/papers/2611.14950",
      "type": "web_search_result",
      "title": "Stress-Testing Sandbagging Detection Under Adaptive Attack · ArXivSignals",
      "page_age": "1 days ago",
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    {
      "url": "https://arxiv.org/pdf/2608.29458",
      "type": "web_search_result",
      "title": "Reference-Grafting Matches Fine-Tuning at Eliciting Sandbagged Capabilities",
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    },
    {
      "url": "https://arxiv.org/pdf/2609.02893",
      "type": "web_search_result",
      "title": "Probe Generalization as Subspace Selection for OOD Deception Detection",
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    },
    {
      "url": "https://arxiv.org/pdf/2509.26239",
      "type": "web_search_result",
      "title": "Sandbagging in a Simple Survival Bandit Problem",
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    },
    {
      "url": "https://arxiv.org/pdf/2507.12691",
      "type": "web_search_result",
      "title": "Benchmarking Deception Probes via Black-to-White Performance Boosts",
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    {
      "url": "https://apartresearch.com/project/sandbagging-detection-via-consistency-probing-32b5",
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      "title": "Sandbagging Detection via Consistency Probing",
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    "encrypted_stdout": 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"
  },
  "tool_use_id": "srvtoolu_01CTaNXxQbz2tdJWcwNJjHvt"
}

thinking

Calls read_page

{
  "url": "https://www.alignmentforum.org/posts/pPEeMdgjpjHZWCDFw/white-box-control-at-uk-aisi-update-on-sandbagging",
  "max_chars": 20000
}