Adding missing support repairs one third of joint-eligible RAG failures and deleting verified nonsupport repairs one seventh, but the exact counterfactual response is not recoverable from the original failure and varies across readers.
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What Would Fix This RAG Failure? Auditing Counterfactual Response with Paired Evidence Interventions
Adding missing support repairs one third of joint-eligible RAG failures and deleting verified nonsupport repairs one seventh, but the exact counterfactual response is not recoverable from the original failure and varies across readers.