urn:uuid:481d5e7d-4940-5b78-8ec0-2e91318a8f58 SocioLens — RO-LD03-05: Do generative-AI deployments in government improve services, not just staff time? New versions of this research opportunity and changes to the claims it rests on. 2026-10-15T00:00:00Z SocioLens urn:uuid:8fe59e22-1f91-554e-96a8-5ecd7488f1d3 New research opportunity: RO-LD03-05 — Do generative-AI deployments in government improve services, not just staff time? 2026-10-15T00:00:00Z When a government agency deploys generative AI to caseworkers, adjudicators or reviewers, do service outcomes recorded in administrative data (processing time, error and appeal rates, outcomes for citizens) improve against a credible comparison group, beyond staff time savings?