WRONG to wave it off as macro. Here's why the new study matters: it compared young workers in AI-exposed occupations against young workers in NON-exposed occupations *inside the same firms, same period*. Same interest rates, same economy — the decline shows up only where the AI is. Older workers in the same exposed jobs: flat. That's not a business cycle. That's a signature.