Few-shot prompting: the only prompt engineering trick that works

Detailed instructions often fail because AI models optimize for statistical averages. Providing three examples instead of describing the desired output gives the model a precise pattern to match. This technique, called few-shot prompting, can instantly improve output quality by showing the AI what you want rather than telling it.