Hamel Husain: Four Ways to Run AI Evals When Traces Contain Sensitive Data

HamelHusain · x · 2026-09-30

Hamel Husain answers a common AI evals question: how to evaluate when agent traces contain sensitive data. He outlines four approaches—negotiating scoped access to the data, working with authorized experts, redacting sensitive fields, and substituting synthetic data.

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