urn:uuid:0db0ded6-0368-54db-b6b0-779e20044ce1 SocioLens — RO-LD01-03: Do products built on the same base model fail on the same people and cases? New versions of this research opportunity and changes to the claims it rests on. 2026-10-16T00:00:00Z SocioLens urn:uuid:39ed606e-a496-5f9c-a861-73e70a90f230 New research opportunity: RO-LD01-03 — Do products built on the same base model fail on the same people and cases? 2026-10-16T00:00:00Z Among deployed generative AI products that are built on the same base model (for example, customer-service assistants, writing tools or screening tools from different firms), are errors and harmful outputs more strongly correlated across products, by case and by the group affected, than among products built on different base models?