Asked about Evals in the loop
How does an eval set stay relevant as a product changes?
An answer that works
Sample from real traffic periodically and add every production failure as a case. Version the set, and re-baseline when it changes so scores stay comparable.
Reading an answer is not being able to give one. The section that teaches this is Evals in the loop, 6 hours of Evaluation.
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