Zero-shot prompting

    Sep 25, 2025

    • In zero-shot prompting the model relies purely on its pretraining to generate a response
    • This is the same as a regular user prompt, just using technical terminology.

    Example

    Write a letter to my landlord explaining why my rent is late.

    Zero-Shot vs Multi-Shot

    Zero-shot = no examples, One-shot = one example, Few-shot = multiple examples. Multi-shot = lots of examples (10+)

    See multi-shot prompting academy post to learn more.

    Why it matters

    Most everyday GPT use is zero-shot prompting. Understanding this helps you see when adding examples (one-shot or multi-shot) improves results.

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    Zero-shot prompting | AIRTA Systems AI Safety Academy