2 papers
cs.CY2025
Ask What Your Country Can Do For You: Towards a Public Red Teaming Model
Wm. Matthew Kennedy, Cigdem Patlak, Jayraj Dave +10
AI systems have the potential to produce both benefits and harms, but without rigorous and ongoing adversarial evaluation, AI actors will struggle to assess the breadth and magnitu…
cs.CY2025
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Reva Schwartz, Rumman Chowdhury, Akash Kundu +17
Conventional AI evaluation approaches concentrated within the AI stack exhibit systemic limitations for exploring, navigating and resolving the human and societal factors that play…