The debate about AI and employment has been conducted largely without adequate data — dominated by extrapolation from historical patterns, expert intuition, and ideological priors. Recent large-scale analyses of actual workforce transitions are beginning to provide a more grounded empirical picture, and the findings are more nuanced than either...