selfcheckgpt

Definition

A hallucination detector that samples several responses to the same prompt and measures how much they agree. The premise is that knowledge the model actually has stays consistent across samples, while fabricated details drift from one generation to the next. Because it needs neither a reference corpus nor access to internal states, it works on models reachable only through an API.