Power availability is actually a primary consideration when choosing a location for a Data Center. Sometimes they’ll site a DC even if there isn’t enough power and then build out the power generation that they need.

An example are the two DCs that Microsoft is building in Cheyenne, Wyoming and the absolutely massive 1.2 Million panel solar farm being built to power them. https://cowboystatedaily.com/2024/05/11/massive-1-2-billion-1-2-million-panel-solar-farm-planned-for-south-cheyenne/

This is at least the second time that Microsoft has done this in Cheyenne. In 2016 they contracted for 237 MW of Wind Energy, which led to the Chokecherry and Sierra Madre wind farms being built / expanded. https://blogs.microsoft.com/on-the-issues/2016/11/14/latest-energy-deal-microsofts-cheyenne-datacenter-will-now-powered-entirely-wind-energy-keeping-us-course-build-greener-responsible-cloud/

No matter what you think of AI the folks that engineer these DCs aren’t stupid. They are well aware of their extreme power requirements.