3 papers
cs.HC2026
Disclosure or Marketing? Analyzing the Efficacy of Vendor Self-reports for Vetting Public-sector AI
Blaine Kuehnert, Nari Johnson, Ravit Dotan +1
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…
cs.CY2024
Provocation: Who benefits from "inclusion" in Generative AI?
Samantha Dalal, Siobhan Mackenzie Hall, Nari Johnson
The demands for accurate and representative generative AI systems means there is an increased demand on participatory evaluation structures. While these participatory structures ar…
cs.CY2024
Legacy Procurement Practices Shape How U.S. Cities Govern AI: Understanding Government Employees' Practices, Challenges, and Needs
Nari Johnson, Elise Silva, Harrison Leon +4
Most AI tools adopted by governments are not developed internally, but instead are acquired from third-party vendors in a process called public procurement. In this paper, we condu…