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What is the term for providing an AI model with a single example of an input-output pair to guide its task completion?

Computer Science

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Answer

One-shot prompting\text{One-shot prompting}

The correct option is One-shot prompting.

  • One-shot prompting is a strategy where an AI model is provided with a single example of an input-output pair for a specific task. This example helps the model understand the desired format or style before it is asked to complete a similar task.
  • Zero-shot prompting involves giving the model a task without any examples.
  • Few-shot prompting involves giving the model a small number of examples (more than one but typically less than five).
  • Multi-shot prompting is a less common term but would generally refer to providing multiple examples, similar to few-shot prompting.

The final answer is One-shot prompting\text{One-shot prompting}

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