External Publication
Visit Post

Stochastic Flocks and the Critical Problem of 'Useful' AI

Jonathan Stephens February 23, 2026
Source
> What remains urgently in dispute are the boundaries of utility: what usefulness means, for whom, and under what conditions? At what cost and from whom are benefits derived, and how are benefits and risks distributed? What decisions are quietly removed from public deliberation and handed to automated systems controlled by corporations, governments, and other institutions? That people are using language models doesn’t make criticism of them irrelevant. It makes it urgent.

Discussion in the ATmosphere

Loading comments...