Debate Helps Weak Judges Reward Stronger Models

Ethan Elasky, Frank Nakasako, Naman Goyal

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 j…