Scalable oversight

Debate's oversight guarantee rests on a decomposition the model has to invent itself

Arcadia's researchers pitted math and coding against a text-based Geoguessr proxy, and report no uplift from debate training on the two fuzziest tasks they ran, using Best-of-N as the stand-in.