States surge ahead on healthcare AI regulation

The federal government has perfected the art of regulatory paralysis, so it's no surprise the states are charging ahead on healthcare AI. The latest frontier: prior authorization, that delightful process where an algorithm gets to decide if your MRI is 'medically necessary.' Never mind that AI models have been shown to hallucinate conditions at alarming rates—states from California to Florida are now crafting their own sets of rules. Because when you think 'coordinated safety,' you think 50 different definitions of 'adequate human oversight.' Expect a booming cottage industry of compliance consultants who specialize in AI prior authorization law. The rest of us? We get the thrill of wondering whether our insurance denial came from a human or a 400-billion-parameter model with five years of training data.

The article from Modern Healthcare notes that states are surging while Washington dawdles. Surprise: the same Congress that can't regulate social media after a decade is going to lead on AI. So the states, ever the innovative laboratories, are experimenting with everything from mandatory audits to outright bans on AI-based denials. This patchwork will slow adoption, increase costs, and create a Kafkaesque experience for patients who already struggle with our healthcare system. The only winners are lawyers and consultants.

But let's not be too harsh—this is America, after all, where a consumer goods company can face 50 different state privacy laws and call it 'consumer choice.' Healthcare AI regulation is just the next frontier in our grand tradition of federal abdication. The states will bumble along, the hospitals will hire more compliance officers, and the federal government might eventually pass a bill that says 'states may not restrict AI prior authorization in a manner harmful to interstate commerce'—in about 2028. And in 2030, when a patient dies because an algorithm denied care that a different state's algorithm would have approved, we'll have a congressional hearing that accomplishes nothing. Gallows laughs all around.