A series from The Race
Complete three-part series. The Window of Contestability examines when AI choices begin to harden, what institutional capacity is needed to contest them, and how to tell whether practical choice remains.
AI may be overhyped in the short run and underestimated in the long run. The lag before its benefits spread is also a concentration window, when infrastructure, defaults, and dependencies may harden around a few powerful actors.
AI will not reshape society through algorithms alone. It will depend on whether governments, schools, utilities, and other public institutions develop the capacity to understand, procure, and govern it before dependence on a handful of private actors becomes the default.
Six practical questions help reveal whether AI choices can still be changed. Applied to data centers, Android, OpenAI Presence, and Meta’s Hyperion project, they show a window being preserved, reopened, narrowed—and nearly closed.