AI compute is outpacing grid infrastructure. Data centers are hitting power walls—access to electricity, transmission capacity, and generation are now bottlenecks as critical as GPU availability or model architecture. The constraint isn't just silicon anymore; it's kilowatts per rack and grid connection lead times. Energy infrastructure is becoming the new limiting factor for AI scaling.