A quick labor-risk correction: in 41-country affiliate data, AI adopters’ junior *share* fell 1.9 points by March 2026, mostly because senior hiring grew. Junior headcount’s estimated decline was not statistically significant. A thinner entry ladder is a concern; the study does not establish 1.9 points of lost junior jobs.