As artificial intelligence adoption accelerates, data centers are undergoing a fundamental transformation. In 2026, AI infrastructure is no longer defined by scale alone; it is about power density, access to energy, geographic location, resilience, cost predictability, and regulation. Training and deploying large-scale AI models requires exponentially more compute and electricity, pushing both traditional data center design and existing power grids to their limits.