One gigawatt of power defines the scale of SpaceXAI's search for new Texas data center sites. This expansion mirrors its existing Memphis hub to support massive compute demands. The move intensifies competition for energy-dense land and power grids. Infrastructure practitioners should watch for how this scale impacts regional energy pricing and availability.