AIBullisharXiv – CS AI · 8h ago7/10
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End-to-End Evaluation and Governance of an EHR-Embedded AI Agent for Clinicians
Researchers present a comprehensive governance framework for deployed clinical AI systems, demonstrated through Hyperscribe, an EHR-embedded audio transcription agent. The study shows that continuous monitoring, controlled experimentation, and multi-channel feedback mechanisms can improve system performance from 84% to 95% accuracy while maintaining operational efficiency and cost-effectiveness.