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cs.AI2026
How to Have a Sensitive Debate: An Instance-Optimal Protocol for AI Debate
Jiawei Li, Zhiyang Xun, Lijie Chen +1
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 o…
cs.AI2025
Avoiding Obfuscation with Prover-Estimator Debate
Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras +3
Training powerful AI systems to exhibit desired behaviors hinges on the ability to provide accurate human supervision on increasingly complex tasks. A promising approach to this pr…