Run step
Step 5: assistant
thinking
Calls code_execution
{
"code": "import json, asyncio, re\nqs = [\"METR monitorability evaluations side task agents monitors more capable agents evade monitor\",\n \"MonitoringBench AI control monitors attack refinement staged catch rate 2026\",\n \"Scaling Laws for Scalable Oversight Backdoor Code Houdini smarter not more deceptive backdoors functional\",\n \"SHADE-Arena evasion rate conditional on side task success by model capability trend\"]\nrs = await asyncio.gather(*[web_search({\"query\": q}) for q in qs])\nkeys = [\"capable\", \"backdoor\", \"catch\", \"evad\", \"conceal\", \"stealth\", \"undetect\", \"suspicio\"]\nfor q, r in zip(qs, rs):\n if isinstance(r, str): r = json.loads(r)\n print(\"##\", q)\n for x in r[:4]:\n if isinstance(x, str):\n try: x = json.loads(x)\n except Exception: print(x[:200]); continue\n if x.get(\"type\") == \"error\": print(x); continue\n c = x.get(\"content\", \"\") or \"\"\n sents = [s.strip() for s in re.split(r'(?<=[.!?])\\s+', c) if any(k in s.lower() for k in keys) and len(s) < 400]\n print(\"-\", x.get(\"title\"), \"|\", x.get(\"url\"), \"|\", x.get(\"page_age\"))\n print(\" \", \" \".join(sents[:5])[:650])\n"
}Calls web_search
{
"query": "MonitoringBench AI control monitors attack refinement staged catch rate 2026"
}web_search_tool_result
{
"type": "web_search_tool_result",
"caller": {
"type": "code_execution_20260120",
"tool_id": "srvtoolu_01VfeG3mv6wJY41B5td8roi8"
},
"content": [
{
"url": "https://arxiv.org/pdf/2605.09684",
"type": "web_search_result",
"title": "MonitoringBench: Semi-Automated Red-Teaming for Agent Monitoring",
"page_age": null,
"encrypted_content": "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"
},
{
"url": "https://mintresearch.org/newsletters/2026-06-23-weekly/",
"type": "web_search_result",
"title": "MINT Lab — Minty's Week in AI",
"page_age": "141 days ago",
"encrypted_content": "EvgGCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDGJPNOQMCcBxhjZTmRoMLbuemJE5AgLb5cMDIjCuoB80OXFBzYabfGvPNDwYgRTfkkvriQX7ZHsTWyMcwPtLhezrwJAV2jRbY3WGs00q+wXUOB2gr6lVfIH6VDas7su9ZlBgJ5YCqjjxW2Ubodc7x57fVmQFodBwys5haq+t5AKP4RqR9ZnyEE9hWvIiuZvXBJnLpx/XRH1jecJcVwwHpfRy/jTQXd8JGY5Gm6BPmnIspBIcOA6kDc+NIM7Y7pCfVx4ta5cpYkkep3QSDVSXo8LKKXHkVxTR6V+hHN4Izb1GF3QveIYQXTDi6gaCjZTdYwc5ivL9bsxh7AtXYy1QxjscJErl5BpwQHymQW+cHZ7HL3P0oB1K7BZnKCX5dgJHgOUQVB07jX1/kRkvW/U7B0yqecbibY3Z70z+v2uTAwIeuXR+Fzy2/ojD6hzupCGd/apM3UEk0W2FxlFgnQBhyvtgC/A2p/P/7egyQyYLgfcJXurLss++Xj8fY9RsqSRmk+gwM1Qz52WQOVyZiK787H7z2WkhMhZWq9HhtHNY70wtR0/gRTuGAKPPfqlLUQ4O097LLHudwT/m/bGrsBE4BQVENySsjvMqMQyBB3WyoPNdDF/qhuFoL7DmmFEcxvw8ez1eCuCXjhIGiwt4wgKCkzB8jzDTnxVlZkE0oZYRtagS5nbDKQFiNla73DdVILjzgakn/CKkCWqVgLER4rwahKuz0+iobz3Hcgcbdj/JO8uEgkx0ZcoHZDLBZZaeQ6LcUApHNV3p2J1LAXkm5YRuz5DGLdkGOGuKmVuBTD5c9DNJ5lYY4D1E8r1ZGNUD9VYdZRKWFHUB8DBbpyU47iHXZm11Q/C4P8+BAacJbTTuFiDdUKwQqbIBXyfM5tZwlK0To3teSR1w0Sro93K0VdDqkRer1z4OecsvYmhGgyYPqRzkEdvRto7SXL/icll1BbtjK1DFTuVTdb7uYitapJ+clj9QDv45ocK87qTsGqHdEFG304/Z1I+FChs7IEnzgvppRFvDVMf8SSbHEukopvCc9tX0XtHmxpFQnfEdclT8MThfUrGcWErmw9gy1uUGHYoV7l+TqPheYBhpgx1Cafcj69XcOINWrssiMb94GAM="
},
{
"url": "https://arxiv.org/html/2605.09684v1",
"type": "web_search_result",
"title": "MonitoringBench: Semi-Automated Red-Teaming for Agent Monitoring",
"page_age": "185 days ago",
"encrypted_content": "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"
},
{
"url": "https://arxiv.org/abs/2605.09684",
"type": "web_search_result",
"title": "[2605.09684] MonitoringBench: Semi-Automated Red-Teaming for Agent Monitoring",
"page_age": "185 days ago",
"encrypted_content": "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"
},
{
"url": "https://www.lesswrong.com/posts/2YyEQhFRyaBCgfRWd/introducing-monitoringbench",
"type": "web_search_result",
"title": "Introducing MonitoringBench — LessWrong",
"page_age": "143 days ago",
"encrypted_content": "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"
},
{
"url": "https://openreview.net/attachment?id=gVlwWUgrzq&name=pdf",
"type": "web_search_result",
"title": "Published at ICLR 2026 Workshop on Agents in the Wild",
"page_age": null,
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{
"url": "https://benchmarklist.com/benchmarks/monitoringbench_semi_automated_red_teaming_for_agent_monitoring/",
"type": "web_search_result",
"title": "MonitoringBench: Semi-Automated Red-Teaming for Agent Monitoring Benchmark Scores & AI Model Leaderboard",
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},
{
"url": "https://arxiv.org/pdf/2605.16626",
"type": "web_search_result",
"title": "SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent Monitors",
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},
{
"url": "https://arxiv.org/pdf/2609.30217",
"type": "web_search_result",
"title": "Instrumental Monitor Evasion Emerges Under Ordinary Task Pressure",
"page_age": null,
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}
],
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}Calls web_search
{
"query": "METR monitorability evaluations side task agents monitors more capable agents evade monitor"
}web_search_tool_result
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"content": [
{
"url": "https://metr.org/blog/2026-01-19-early-work-on-monitorability-evaluations/",
"type": "web_search_result",
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{
"url": "https://metr.org/notes/2026-09-27-implementing-a-basic-blocking-action-monitor/",
"type": "web_search_result",
"title": "Implementing and Evaluating a Basic Per-Action Monitor for Safer Evals - METR",
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},
{
"url": "https://arxiv.org/pdf/2605.16626",
"type": "web_search_result",
"title": "SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent Monitors",
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{
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],
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}Calls web_search
{
"query": "SHADE-Arena evasion rate conditional on side task success by model capability trend"
}web_search_tool_result
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{
"url": "https://www.alphaxiv.org/abs/2506.15740",
"type": "web_search_result",
"title": "SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents",
"page_age": "491 days ago",
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{
"url": "https://www.anthropic.com/research/shade-arena-sabotage-monitoring",
"type": "web_search_result",
"title": "SHADE-Arena: Evaluating sabotage in LLM agents \\ Anthropic",
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{
"url": "https://arxiv.org/pdf/2506.15740",
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"title": "SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents Jonathan Kutasov∗",
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"url": "https://arxiv.org/pdf/2606.12429",
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"url": "https://assets.anthropic.com/m/4fb35becb0cd87e1/original/SHADE-Arena-Paper.pdf",
"type": "web_search_result",
"title": "SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents Jonathan Kutasov∗",
"page_age": "511 days ago",
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},
{
"url": "https://www.emergentmind.com/topics/shade-arena",
"type": "web_search_result",
"title": "SHADE-Arena: Benchmark for LLM Monitoring",
"page_age": "233 days ago",
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},
{
"url": "https://arxiv.org/html/2604.15384v2",
"type": "web_search_result",
"title": "LinuxArena: A Control Setting for AI Agentsin Live Production Software Environments",
"page_age": "198 days ago",
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{
"url": "https://miclchen.substack.com/p/a-taxonomy-of-ai-sabotage-time-horizons",
"type": "web_search_result",
"title": "A Taxonomy of AI Sabotage: Time Horizons, Damage Potential, and What We Actually Know",
"page_age": "249 days ago",
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{
"url": "https://bytez.com/docs/arxiv/2506.15740/paper",
"type": "web_search_result",
"title": "SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents",
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}
],
"tool_use_id": "srvtoolu_01RYeGM1Gis4er1jDvCHRMCe"
}Calls web_search
{
"query": "Scaling Laws for Scalable Oversight Backdoor Code Houdini smarter not more deceptive backdoors functional"
}web_search_tool_result
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"caller": {
"type": "code_execution_20260120",
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},
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{
"url": "https://arxiv.org/html/2504.18530v1",
"type": "web_search_result",
"title": "Scaling Laws For Scalable Oversight",
"page_age": "429 days ago",
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},
{
"url": "https://arxiv.org/html/2504.18530",
"type": "web_search_result",
"title": "Scaling Laws For Scalable Oversight",
"page_age": "380 days ago",
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{
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"type": "web_search_result",
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},
{
"url": "https://www.researchgate.net/publication/391219711_Scaling_Laws_For_Scalable_Oversight",
"type": "web_search_result",
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"url": "https://www.rivista.ai/wp-content/uploads/2025/05/2504.18530v1.pdf",
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"title": "arXiv:2504.18530v1 [cs.AI] 25 Apr 2025 Scaling Laws For Scalable Oversight",
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"
},
"tool_use_id": "srvtoolu_01VfeG3mv6wJY41B5td8roi8"
}thinking
Calls read_page
{
"url": "https://metr.org/blog/2026-01-19-early-work-on-monitorability-evaluations/",
"max_chars": 14000
}Calls read_page
{
"url": "https://metr.org/blog/2026-05-19-frontier-risk-report/",
"max_chars": 9000
}