· Amit Kothari · AI
RAG evaluation: Why user feedback beats automated metrics
Automated RAG evaluation metrics, including RAGAS and TruLens, do not predict which systems people trust and use daily. A system scoring 0.92 on answer relevance can still see task completion drop by half. Here is how to build evaluation that measures real success in production AI systems.