35 citations · 94 across the 18 of their papers we have counts for
4 papers · 1 filter
Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations
Anka Reuel, Avijit Ghosh, Jenny Chim +32
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 c…
AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
Shaona Ghosh, Heather Frase, Adina Williams +99
The rapid advancement and deployment of AI systems have created an urgent need for standard safety-evaluation frameworks. This paper introduces AILuminate v1.0, the first comprehen…
A Family-Based Approach to Safety Cases for Controlled Airspaces in Small Uncrewed Aerial Systems
Michael C. Hunter, Usman Gohar, Myra B. Cohen +2
As small Uncrewed Aircraft Systems (sUAS) increasingly operate in the national airspace, safety concerns arise due to a corresponding rise in reported airspace violations and incid…
A Taxonomy of Real-World Defeaters in Safety Assurance Cases
Usman Gohar, Michael C. Hunter, Myra B. Cohen +1
The rise of cyber-physical systems in safety-critical domains calls for robust risk-evaluation frameworks. Assurance cases, often required by regulatory bodies, are a structured ap…