urn:uuid:14967541-a9a6-5a5f-adfb-bc7d3fccfddb SocioLens — RO-LD02-02: Does the young-worker hiring gap hold up with survey-measured AI use instead of exposure? New versions of this research opportunity and changes to the claims it rests on. 2026-10-13T00:00:00Z SocioLens urn:uuid:05f38936-8f50-5879-8b47-7ba3681e6f7b Research opportunity revised to v2: RO-LD02-02 — Does the young-worker hiring gap hold up with survey-measured AI use instead of exposure? 2026-10-13T00:00:00Z Literature check added: a second, deeper search for existing work, with its queries, new nearest work and limits. The question and verdict stand. urn:uuid:4661710f-178e-5b86-afe6-f0e740df5803 New research opportunity: RO-LD02-02 — Does the young-worker hiring gap hold up with survey-measured AI use instead of exposure? 2026-10-12T00:00:00Z If occupation-level AI exposure indices are replaced by AI-use rates measured in a nationally representative worker survey, does the relative fall in hiring of 22–25-year-olds into exposed occupations in US Current Population Survey data keep its size and sign, and how does the answer compare with exposure indices and chatbot-log usage measures?