AI Energy Hunger Reshapes Nuclear Industry: Big Tech Pivot

When AI's power demand is large enough to reopen nuclear plants, compute has stopped being an afterthought and become a line item with a board's attention. For most teams the bill will not arrive as a reactor but as a cloud invoice that grows every time an agent retries, loops, or redoes work another agent already finished.

The cheapest kilowatt is the one you never spend. Agent teams that coordinate — dedupe work, gate expensive steps behind approvals, and measure what each agent actually does — get more from the same compute than teams whose agents run blind. Efficiency is not only an infrastructure problem; a surprising amount of it is an operations problem.