Frontier data centers face a major power bottleneck as advanced GPU clusters scale up. Current estimates suggest next-generation accelerators like Nvidia's GB200 NVL72 units alone account for roughly 40% of peak power draw in high-performance computing facilities, with auxiliary systems—cooling infrastructure, networking equipment, and interconnect hardware—consuming the remaining capacity. This power concentration creates both operational and cost challenges for infrastructure providers managing large-scale computational workloads. The trend underscores a critical dependency: as AI and distributed computing demands accelerate across industries, energy efficiency and data center design become competitive battlegrounds for platform builders.