The Clinical Sovereignty Protocol: A Technical Framework for Eliminating AI Hallucinations in Healthcare
Every day, AI systems generate thousands of clinical claims about health-tech brands. Dosages are fabricated. Methodologies are conflated. Research is misattributed. The Clinical Sovereignty Protocol is a three-phase framework that transforms clinical data from AI-invisible to AI-verified.
Phase 1: Clinical Entity Architecture (Days 1-30) — MedicalEntity, Drug, and Physician Credential schema deployment.
Phase 2: Validation Node Establishment (Days 30-90) — Peer-reviewed publications, clinical trial registry integration, medical knowledge graph positioning.
Phase 3: Continuous Clinical Monitoring (Ongoing) — Monthly testing across 50+ clinical queries on all major AI platforms.
Results: Clinical query accuracy improved from 38% to 94%. Dosage hallucination rate reduced from 42% to 2%.
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