Massive capital requirements for AI data centers create a high barrier to entry. Only a few firms can afford the specialized GPU clusters and energy infrastructure needed for frontier models. This trend shifts power from software innovators to infrastructure owners. Practitioners must now navigate a landscape dominated by a handful of compute-rich entities.