Prover-Verifier Games improve legibility of language model outputs

OpenAI · 2 years ago · 31

Researchers used prover-verifier games, where one model generates explanations and another critiques them, to make language model outputs easier to understand and verify. The approach showed improvements in identifying logical flaws and inconsistencies in model-generated text across multiple test cases. This method enables better scrutiny of AI reasoning, potentially reducing errors in high-stakes applications where explanation quality matters.