urn:uuid:84a0ec5d-6418-56c8-8913-e2506927ade5 SocioLens — RO-LD11-01: Does public research compute change what academic AI researchers can do without industry? New versions of this research opportunity and changes to the claims it rests on. 2026-10-13T00:00:00Z SocioLens urn:uuid:60cbdde9-8740-576d-a3bd-eb373c5c0fb1 Research opportunity revised to v2: RO-LD11-01 — Does public research compute change what academic AI researchers can do without industry? 2026-10-13T00:00:00Z Literature check added: a second, deeper search for existing work, with its queries, new nearest work and limits. The verdict changed from "No study found doing the core design" to "Related work exists" because related work turned up; the question stands. urn:uuid:28b68964-1cfb-59ca-ae13-cc73c098167c New research opportunity: RO-LD11-01 — Does public research compute change what academic AI researchers can do without industry? 2026-10-12T00:00:00Z Among US academic teams that received National AI Research Resource (NAIRR) pilot allocations, compared with similar teams that did not, does access change reliance on proprietary model APIs, industry co-authorship and the share of compute-intensive work, and how much of the access delivered depends on private-sector in-kind resources?