Debate Helps Weak Judges Reward Stronger Models 事件

Debate Helps Weak Judges Reward Stronger Models arXiv:2605.27483v1 Announce Type: new Abstract: Despite theoretical promise, debate as a scalable oversight protocol has produced mixed empirical results: gains in some settings, and null effects in others, especially when the judge does not have information hidden from it. We study proposer-critic debate in a stronger-debater/weaker-judge setting on programmatically verifiable code and logic tasks. Debate helps the judge over a consultancy baseli