Chain of Verification (CoVe)

Reduces hallucination by drafting a baseline answer, planning a set of verification questions about it, answering each of those questions independently so the checks are not biased by the draft, and then revising the final answer using only the verified facts. Factored verification, where checks run in separate contexts, outperforms letting the model re-check its own draft, which tends to repeat its own mistakes.