When Should LLMs Trust Their Own Revisions? A Risk-Aware Study of Intrinsic Self-Correction
Treating intrinsic self-correction as a revision policy rather than as a uniformly beneficial second pass is suggested, and evaluating it through both the corrections it recovers and the errors it introduces.
Tian-Zhu Zhang
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