The Machine That Makes Its Own Infrastructure Obsolete
AI infrastructure forecasts often treat today's relationship between compute, hardware, and energy as durable. Yet the scale and cost of the data-center boom create powerful incentives for algorithms and architectures that deliver the same useful outcomes with far less physical infrastructure.