The solution to preventing human skills from withering in the face of increasing automation is to keep humans in the loop and in control at decisive moments so that their underlying skills stay honed. Resolving the user-friendly paradox will require something similar. Our machines must hew to our higher values, instead of chipping away at them through heedlessness.