The talk explored Azure’s purpose-built infrastructure—featuring advanced accelerators, scalable networking, and robust orchestration—and its journey of innovation through partnerships, including the Mount Diablo project with Meta/Google. Emphasis was placed on overcoming challenges in power delivery, cooling, and energy efficiency, with a call to reimagine system architecture and embrace high-voltage DC solutions to sustainably scale next-generation AI workloads.