Sinan Aral

Industry reports and technical commentaries outline patterns for integrating agentic AI with legacy enterprise systems, including intelligent overlays, embedded assistants, and connector layers. A joi…

Three new research papers provide converging evidence that AI use can degrade human cognitive skills through a phenomenon researchers call "cognitive surrender," where users adopt AI outputs without s…