AI Output Routes Are Safety Decisions | Medical OS EP 2

In clinical AI, the route to an answer — model, provider, profile, and fallback — is part of the safety decision, not an implementation detail. ━━━━━━━━━━━━━━━━━━━━━━━━━━━ EPISODE 02 OF 12 — The Medical OS Masterclass ━━━━━━━━━━━━━━━━━━━━━━━━━━━ What you’ll learn in this episode: • Separate model, provider, and profile decisions in a clinical AI deployment. • Match three clinical tasks to different capability, privacy, and failure requirements. • Configure fallbacks and prompt stability without silently weakening safety controls. TIMESTAMPS 0:00 — Cold open 0:30 — What you’ll learn 1:00 — The primitive 4:00 — The clinical use case 9:00 — The honest limit 11:00 — The physician-in-the-loop rule 12:00 — Try this week TRY THIS WEEK This week, make a one-page routing table for three tasks you already perform. For each, write: does it contain PHI; what sources may be read; what tool is allowed; what output is staged; who reviews it; and what happens if the preferred provider is down. Do not begin with model-shopping. Begin with a boundary that a future colleague can audit. FULL PLAYLIST The Medical OS Masterclass:    • The Medical OS Masterclass: Hermes for Cli...   MENTIONED IN THIS EPISODE • Model vs. provider • Clinical profiles • Fallback policy • Prompt stability ━━━━━━━━━━━━━━━━━━━━━━━━━━━ ABOUT DR. TURNER I’m Dr. Trevor Turner, MD, DABPMR. I lead Pravida Health, a precision-longevity and regenerative-medicine practice in Atlanta, and I’m building Future Physician Academy to train physicians to work alongside AI systems as supervised colleagues rather than compete with them. CONNECT Website: https://pravida.com Future Physician Academy: futurephysicianacademy.com LinkedIn:   / trevor-turner-9778733   Contact Pravida: https://pravida.com/contact.html DISCLAIMER This video is for educational purposes only and does not constitute medical advice or legal advice. Any implementation of AI agents in a clinical setting must be reviewed against your local HIPAA posture, state board requirements, malpractice carrier policy, and your own professional judgment. The physician remains the accountable clinical decision-maker. #MedicalOS #ClinicalAI #HermesAgent #FuturePhysicianAcademy #DrTrevorTurner #PravidaHealth #AIforDoctors #HealthcareAI #AgenticAI #PhysicianEntrepreneur #AI governance #HealthIT #ModelRisk