California is doing something no other state has tried: asking residents, directly and at scale, how artificial intelligence is changing their work, then promising to write the answers into policy. The move marks a shift in posture. AI’s effect on jobs is no longer being treated as a question for the next decade. It is being managed as a present-day economic problem in the state that builds the technology and absorbs its consequences first. A