2026
Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations
ICML 2026poster
Foundation models are increasingly central to high-stakes AI systems, and governance frameworks now depend on evaluations to assess their risks and capabilities. Although general capability evaluations are widespread, social impact assessments covering bias, fairness, privacy, environmental costs, a…