AI and Lossy Bottlenecks

The article examines how AI can overcome “lossy bottlenecks”—the simplification of complex preferences into limited choices—by enabling scalable personalization across domains like dining, hiring, software interfaces, and democratic participation; it suggests AI could translate nuanced individual preferences into better outcomes while highlighting privacy risks, the necessity of human deliberation, and the lack of a clear transition path.