Few-Shot Learning and In-Context Examples

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The concept Few-shot prompting is often sold as “just add a couple of examples.” In production it is a data problem. The examples you paste into the prompt are a tiny dataset the model will imitate, including your typography, your label errors, and any accidental correlation you did not notice. Coverage, ordering, and leakage matter as much as wording. If……

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