The episode arrives as states move aggressively on AI-in-healthcare regulation ahead of federal action. A wave of state rules expected in 2026 will govern insurers' use of AI in prior authorization decisions, mandate transparency and human oversight requirements, and restrict autonomous clinical decision-making. The specific positions Han and Orlando take on these emerging regulatory constraints remain unclear from available sources.
Healthcare organizations deploying AI face mounting legal exposure around explainability, algorithmic bias, clinician oversight, malpractice liability, and patient trust. Attorneys advising health systems should monitor this podcast series as a marker of how the legal and operational communities are framing AI governance. The regulatory landscape is hardening faster than implementation practices have matured—a gap that creates compliance and liability risk for systems still working out deployment protocols.