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Step-back prompting

Step-back prompting is asking a model to state the general principle behind a question before answering the specific question.

Establishing the governing rule first tends to produce more accurate specifics, because the answer is then derived from a stated principle rather than recalled directly. It is most useful on technical and scientific questions where the model might otherwise pattern-match to a superficially similar case.

Related terms

Chain-of-thought prompting
Chain-of-thought prompting is instructing a model to work through its reasoning step by step before giving an answer, rather than answering immediately.
Prompt decomposition
Prompt decomposition is breaking one complex request into a sequence of smaller prompts, each handling a single step and feeding the next.

More on techniques

See the full glossary, read the guides, or put it into practice in the prompt builder.