Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations 事件

Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations arXiv:2511.05613v2 Announce Type: replace-cross Abstract: 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, and labor remain uneven. To characterize thi