Safeguards are a myth we like to tell ourselves exists so we don't have to reckon with the effects of human agency with tools. Where are the safeguards on knives and guns that make them only usable to hurt bad people?
Oh actually penalizing people does help
Penalizing people is slow and does not scale as much as AI creations that can be mass produced.