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Prompting

Self-Correction

Having a model review and fix its own output, often after spotting problems with it.

Definition

Self-correction is having a model review its own output, identify problems, and produce an improved version — sometimes guided by tools, tests, or feedback. It underlies techniques like reflexion and chain-of-verification, and works best when the model gets concrete signals about what was wrong.