verifiers

Definition

Components that judge whether a candidate answer is correct. Where correctness is mechanically checkable — unit tests, a proof checker, a numeric answer — a verifier turns generation into search: sample many candidates and keep what passes. Verifiers also supply the reward signal in reinforcement learning for reasoning. The usual split is outcome verifiers, which score only the final answer, versus process verifiers, which score each intermediate step.