arxivcs.CYcs.AIeess.SY2026-07-15
Unsafe at any AUC: Unlearned Lessons from Sociotechnical Disasters for Responsible AI
Joshua A. Kroll, Andrew Smart, R. Stuart Geiger, Abigail Z. Jacobs
As automated decision-making and data-driven technologies pervade society and are used to manage consequential outcomes, understanding the technology's capabilities, limitations, and attendant risks in context requires analysis of full sociotechnical systems. Sociotechnical analy…