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How to Have a Sensitive Debate: An Instance-Optimal Protocol for AI Debate

As powerful AI systems reach and sometimes surpass the abilities of human experts across a range of cognitively demanding tasks, the problem of accurate oversight and supervision of these systems has become increasingly urgent. One promising approach is AI debate, which seeks to…

arXiv — cs.AIBy: Jiawei Li, Zhiyang Xun, Lijie Chen, Jonah Brown-CohenOctober 5, 2026 (Oct 5)
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  • As powerful AI systems reach and sometimes surpass the abilities of human experts across a range of cognitively demanding tasks, the problem of accurate oversight and supervision of these systems has become increasingly urgent
  • One promising approach is AI debate, which seeks to…
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How to Have a Sensitive Debate: An Instance-Optimal Protocol for AI Debate

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