Run step
Step 9: assistant
thinking
Calls code_execution
{
"code": "for q in [\"\\\"Same Question, Different Lies\\\" arxiv.org abs Cross-Context Consistency sandbagging\",\n \"\\\"Cross-Context Consistency\\\" sandbagging openreview Lin Bernabeu-Pérez Arnav Wells Phuong\",\n \"C3 sandbagging detection paraphrase consistency password-locked \\\"weak model\\\" imitation recall false positive rate 5%\"]:\n r=await web_search({\"query\":q})\n if isinstance(r,str): r=json.loads(r)\n if isinstance(r,dict): r=r.get('results',r)\n for x in r[:6]:\n if isinstance(x,str): print(x[:300]); continue\n print(x.get('title'),'|',x.get('url'),'|',(x.get('content') or '')[:500].replace('\\n',' '))\n print('---')"
}Calls web_search
{
"query": "\"Same Question, Different Lies\" arxiv.org abs Cross-Context Consistency sandbagging"
}web_search_tool_result
{
"type": "web_search_tool_result",
"caller": {
"type": "code_execution_20260120",
"tool_id": "srvtoolu_011aBg2GynjavhDFdKwjLy6z"
},
"content": [
{
"url": "https://arxiv.org/html/2611.14950",
"type": "web_search_result",
"title": "Stress-Testing Sandbagging Detection Under Adaptive Attack",
"page_age": null,
"encrypted_content": "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"
},
{
"url": "https://icml.cc/virtual/2026/poster/61923",
"type": "web_search_result",
"title": "ICML Poster Same Question, Different Lies: Cross-Context Consistency (C³) for Black-Box Sandbagging Detection",
"page_age": "95 days ago",
"encrypted_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,
"encrypted_content": "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"
},
{
"url": "https://www.matsprogram.org/research?dbfde265_page=2",
"type": "web_search_result",
"title": "MATS Research",
"page_age": null,
"encrypted_content": "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"
},
{
"url": "https://trustworthy-ai-workshop.github.io/iclr2026/papers",
"type": "web_search_result",
"title": "Accepted Papers",
"page_age": null,
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{
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},
{
"url": "https://lacuna.tiptreesystems.com/author/benjamin-arnav/aut_907f63567c0b46ec857163d6295b71cd",
"type": "web_search_result",
"title": "Benjamin Arnav — Lacuna",
"page_age": null,
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},
{
"url": "https://lacuna.tiptreesystems.com/author/lennie-wells/aut_f20aa1f26358406cb82e7e9817c555c8",
"type": "web_search_result",
"title": "Lennie Wells — Lacuna",
"page_age": null,
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},
{
"url": "https://lacuna.tiptreesystems.com/author/pablo-bernabeu-perez-s7t9",
"type": "web_search_result",
"title": "Pablo Bernabeu-Perez (LASR Labs) — Lacuna",
"page_age": "46 days ago",
"encrypted_content": "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"
}
],
"tool_use_id": "srvtoolu_01JcUmC7ppQaBvrgvtxtvpM8"
}Calls web_search
{
"query": "\"Cross-Context Consistency\" sandbagging openreview Lin Bernabeu-Pérez Arnav Wells Phuong"
}web_search_tool_result
{
"type": "web_search_tool_result",
"caller": {
"type": "code_execution_20260120",
"tool_id": "srvtoolu_011aBg2GynjavhDFdKwjLy6z"
},
"content": [
{
"url": "https://icml.cc/virtual/2026/poster/61923",
"type": "web_search_result",
"title": "ICML Poster Same Question, Different Lies: Cross-Context Consistency (C³) for Black-Box Sandbagging Detection",
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"url": "https://arxiv.org/pdf/2606.12618",
"type": "web_search_result",
"title": "\"Did you lie?\" Evaluating Lie Detectors across Model Scale and Belief-Verified Model Organisms",
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{
"url": "https://arxiv.org/pdf/2501.07927",
"type": "web_search_result",
"title": "Gandalf the Red: Adaptive Security for LLMs",
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{
"url": "https://arxiv.org/pdf/2508.00943",
"type": "web_search_result",
"title": "LLMs Can Covertly Sandbag on Capability Evaluations Against Chain-of-Thought Monitoring",
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{
"url": "https://sparai.org/projects/f26/rec8w4557sqlldYIj/",
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"title": "Black-Box Detection of Sandbagging in LLMs - SPAR Project",
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"url": "https://arxiv.org/html/2604.22082v1",
"type": "web_search_result",
"title": "Removing Sandbagging in LLMs by Training with Weak Supervision",
"page_age": "204 days ago",
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"url": "https://arxiv.org/pdf/2608.05086",
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{
"url": "https://arxiv.org/pdf/2604.26206",
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"
},
"tool_use_id": "srvtoolu_011aBg2GynjavhDFdKwjLy6z"
}thinking
Calls read_page
{
"url": "https://icml.cc/virtual/2026/poster/61923",
"max_chars": 6000
}