Regulation of AI must be proactive, not purely reactive; rather than trying to stop harmful corporate AI development after the fact, proactive regulation should recognize socially beneficial directions (pro-worker, new tasks, decentralization), identify why the current market tilts against them, and correct those distortions in ways that allow the market to function.