SocioLens — RO-LD03-03: How much of the time AI saves its users do colleagues spend checking and fixing?

urn:uuid:cc355ceb-158d-5f65-b16d-fd4fd1722059 SocioLens — RO-LD03-03: How much of the time AI saves its users do colleagues spend checking and fixing? New versions of this research opportunity and changes to the claims it rests on. 2026-10-15T00:00:00Z SocioLens urn:uuid:b7865a7c-16f8-5a1f-bd48-91436aea5a80 New research opportunity: RO-LD03-03 — How much of the time AI saves its users do colleagues spend checking and fixing? 2026-10-15T00:00:00Z

In organizations where some staff produce work with generative AI, how much time do reviewers, managers and recipients spend checking, correcting and redoing that work, and once both are counted, does the downstream cost offset the time the author saved?