Practice

Measure LLM judge agreement with human labels before deployment

Create confusion matrix to validate that automated evaluators align with human expectations

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Practice

Measure LLM judge agreement with human labels before deployment

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Context

management

Related Frameworks1

Transcript mentions

  • The intuition here is exactly what Hamel said, where you need to look at each type of error. When the human said false, but the judge said true, or vice versa, so those non-green diagonals here, and if they're too large, then go iterate on…