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Eval (Evaluation Harness)

A structured test set used to measure how well an AI system performs on real, representative examples.

An eval is a set of test cases with known correct (or acceptable) answers, run against a model or pipeline to measure accuracy before and after a change — the AI-application equivalent of a test suite. Without one, 'did this get better or worse' after a prompt or model change is just a guess.

Where this shows up in practice

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