Compute

Entropy connects generative abundance to physical infrastructure: variation expands the candidate space, while selection must pay to turn uncertainty into usable structure.

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.