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mobihealthnews.com2026-04-28

Patchwork AI policy may create interstate healthcare problems - MobiHealthNews

PolicyIndustrySafety

Ah, the United States of America, where you can drive across a state line and suddenly your AI-powered diagnosis might be illegal. Rad AI CIO Demetri Giannikopoulos has warned that the current patchwork of state-level AI regulations could create 'interstate healthcare problems' — because nothing says 'first-world healthcare system' like needing a regulatory passport to get your algorithm-approved treatment.

The article doesn't specify which states are causing trouble, but given that we can't even agree on a national speed limit, the idea of 50 different AI healthcare regimes is either a libertarian's dream or a patient's nightmare. Giannikopoulos notes that regulations 'must be aligned' — a plea that will surely be heard by the same legislators who brought us the budget impasse. Meanwhile, AI models trained on California's diverse data will be deployed in Alabama, and nobody knows what happens when the algorithm meets a population it wasn't designed for. Spoiler: it's not good.

The real kicker? This isn't a hypothetical — it's happening now. As AI tools become more common in radiology and diagnostics, the risk of a patient harmed by a model that worked in one state but wasn't validated in another grows daily. But hey, at least the state-level bureaucrats are getting job security out of this. Every new AI regulation creates a cottage industry of compliance consultants, while patients just hope their zip code doesn't code them out of adequate care. Cheers to federalism.

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● REC · 2026