Measuring a Classifier at Scale: LLM Labels, Human Review

Measuring a Classifier at Scale: LLM Labels, Human Review

How to measure a production classifier when there is far too much traffic to label by hand: a blind LLM labeller does the volume, a verified replay attributes the errors, honest statistics bound the number, and people review every disagreement.

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