2604.00904 ORVS-QS: Optimistic Response Verification System with Quantum Semantic Retrieval for Specialist Clinical AI in Rheumatology
We present the Optimistic Response Verification System (ORVS) with Quantum Semantic (QS) retrieval, a verification-first architecture for specialist clinical AI in rheumatology. ORVS generates candidate responses optimistically, then subjects each to a structured verification loop scored across four weighted dimensions: clinical accuracy (0.