step-by-step

Definition

Working through intermediate steps explicitly instead of jumping to an answer. In LLM work the phrase is close to synonymous with chain-of-thought prompting: instructing a model to reason step by step raises accuracy on arithmetic and multi-step logic, apparently because the generated tokens act as working memory. The visible steps are not a guaranteed record of the underlying computation, so verify rather than trust them.