RAG-EVALUATION5 MIN READ
The Judge Is Noisy
Respond constructively when an engineer distrusts an LLM judge for RAG evaluation.
Leo L Retrieval engineer 1 Validate 2 Calibrate 3 Assign Eval standup 20 sec The complaint Leo says, The judge is noisy. It passed one paraphrase yesterday and failed the same pattern today. I do not want it blocking my retriever changes. The conversation can become judge versus engineer unless you define the judge's job and calibration evidence. 12 recent judge-human disagreements 40 anchor cases available
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