GPUs, ASICs, and other AI processors require enormous amounts of power delivered at low voltages and high currents.

From 2005 to 2017—the pre-AI era—the electricity flowing into U.S. data centers remained remarkably stable. This was true despite the explosive demand for cloud-based services. Social networks such as ...