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AI Evaluations Crash Course in 50 Minutes (2025) | Hamel Husain

Behind the Craft

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How often to inspect traces and how many

Hamel recommends revisiting human labels regularly, sampling cadence based on change rate, and a practical goal of 100 traces for saturation.

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