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Briefle words · Prompt craft

Zero-shot prompting

Asking for the task with no examples at all, leaving the AI to guess the categories and format.

Say it to an AI

Label each review as Bug, Feature request, Billing or Praise. Examples: “Crashes when I upload a photo” → Bug; “Wish it had dark mode” → Feature request; “Charged twice” → Billing. Reply one line per review in the same 'review → label' format, no commentary.

How an expert would ask for the stronger version of “App review labels”.

See it

Try it as a puzzle →

A support lead asks an AI to sort this week's app store reviews into the team's four ticket types.

Study A · the weaker one
Study B · the stronger one

Why: A's 'Sort these app reviews into categories' is zero-shot, so the reply invents 'Negative experience – Performance'.

Related words

  • Plain language
  • Tone
  • Output format
  • Success criteria
  • Context
  • Grounding
  • Constraints
  • Hallucination

Room 4 · Examples & references

Learn “Zero-shot prompting” in a five-minute lesson

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