How fast can AI models actually go live at scale? It's harder than most people think. The infrastructure bottleneck is real—rapid deployment requires massive compute resources, and that's where competitive advantages emerge. Track the compute capacity, track who's winning. In this race, having a dominant computing position isn't just helpful; it's essentially the game.