The article discusses the need for enhanced control plane infrastructure in AI data centers to better manage power consumption, cooling systems, and computational resources. Industry experts suggest that existing infrastructure management approaches are insufficient for the demands of modern AI workloads and require coordinated solutions across multiple operational domains. The piece examines how data center operators are adapting their management strategies to handle the unique challenges posed by AI computing at scale.