Practice
Measure LLM judge agreement with human labels before deployment
Create confusion matrix to validate that automated evaluators align with human expectations
Measure LLM judge agreement with human labels before deployment
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Context
Related Concepts16
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…
Practice
Measure LLM judge agreement with human labels before deployment
Create confusion matrix to validate that automated evaluators align with human expectations
Context
Related Concepts16
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…