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17:33
2026-09-16
dev.to
artificial-intelligence

Confidence-Gated AI: When Should a Model Refuse to Auto-Correct?

A developer built MedScribe, an offline clinical documentation pipeline that pairs FasterWhisper ASR with LLM-based medical term extraction, after finding that standard confidence scores cannot reliab…

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