Active RAG evaluation should be budget-aware: report exact and deployable frontiers, realized usage, harm rates, and cost decompositions instead of single-point accuracy.
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When Should Active RAG Retrieve? A Budget-Aware Evaluation of Utility, Calibration, and Cost
Active RAG evaluation should be budget-aware: report exact and deployable frontiers, realized usage, harm rates, and cost decompositions instead of single-point accuracy.