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What is Few-shot?

Updated July 21, 2026 · by Pedro

Few-shot prompting includes example input/output pairs. Useful for format matching; for UI builds, exact specs and constraints usually beat extra examples.

Why does this term matter for AI prompts?

Precise vocabulary reduces vague instructions. When you name few-shot correctly in a brief, Claude, Cursor, and GPT spend fewer tokens guessing. Pair definitions with structure on AI prompt builder and cost math on prompt token cost.

More glossary terms

Full list: prompt engineering glossary.

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