Technique

Zero-shot Prompting

Asking the model to do a task purely from a natural-language description, no examples.

Definition

Zero-shot prompting describes the task in words and lets the model infer the rest from pre-training. Modern frontier LLMs are strong zero-shot baselines for most everyday tasks, making it the first thing to try before adding examples or tuning.

Common use cases

  • Rapid prototyping
  • Open-set tasks
  • Cost-sensitive apps

Related terms

    Zero-shot Prompting — AI Glossary | Railwail