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patient safety

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RESEARCHarXiv CS.LG·5/1/2026

Detecting Clinical Discrepancies in Health Coaching Agents: A Dual-Stream Memory and Reconciliation Architecture

LLM agents in healthcare face the challenge of reconciling patient self-reports (prone to bias) and electronic health records (validated but often stale). This research introduces a dual-stream memory architecture to strictly separate and reconcile these sources, detecting discrepancies to enhance clinical safety.

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