Few-shot prompting

Showing a model several worked examples in the prompt so it infers the pattern you want.

Also known as in-context learning

Three correct input-output pairs convey more about format and tone than several paragraphs of description. It is the highest-leverage prompting technique and the most consistently underused.

Vendor research on tool use found that supplying examples of correctly formed calls moved accuracy on complex parameters from roughly seventy per cent to ninety.