McKinsey expects AI to give knowledge workers back about 30% of their day by 2030. That’s roughly 2.5 hours. Automating 30% of the time spent on work won’t make 30% of roles redundant, since people aren’t fungible. And I don’t expect good companies to cut that fraction of positions. Instead, some firms will ask people to spend those hours making more widgets, but outside of commodities or markets with unmet demand, doing so just floods the market, drives prices down, and leaves you running to stand still