The key to expert-driven evals: maximize information gain per unit of expert attention

danshipper · x · 2026-11-11

RT of @hammermt: the key to working with domain experts on evals is designing a workflow that maximizes your information gain per unit of their attention — treat expert time as the scarcest resource in your eval pipeline.

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