In this episode of Data Insights, Allyson Klein and Jeniece Wnorowski welcome Hitesh Kumar, GPU Cluster Design Architect at Nebius, for a discussion on the realities of designing and deploying AI infrastructure at scale. The conversation explores how AI infrastructure has evolved beyond GPUs into a full-system challenge involving power, cooling, networking, storage, and interconnect technologies.