Self-Critique

Self-critique is the technique of prompting a model to act as its own critic: after producing an initial output or plan, the model is asked to identify flaws, missing considerations, or logical errors. The critique is then used to generate a revised response. Self-critique can be implemented in a single prompt with sequential generation or across separate model calls, and it substantially reduces elementary errors in complex reasoning tasks.