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Duncan Leung · Jul 13, 2026

Stochastic Refusal in RAG: Same Evidence, Different Answer

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Same question, same branch, same retrieval, same 10 evidence chunks with identical rerank scores - and one deployment refused while another answered with full clinical detail. The root cause wasn't retrieval. It was the LLM making a borderline judgment call on evidence that covered half the question well and the other half barely at all.

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