Knowledge workers should not be trained through formal training classes on AI tools, but rather through diffusion of general-purpose tools into their daily workflow, which naturally changes work artifacts and processes as people discover utility (the 'PC penetration model' where legal adopted Word, finance adopted Excel, teams adopted email-based forecasting).