Learn how to design and implement infrastructure capable of supporting artificial intelligence workloads at frontier scale in this 19-minute conference talk. Explore the architectural considerations, strategic planning approaches, and technical requirements needed to power next-generation AI systems. Discover insights into Azure's infrastructure strategy for handling massive AI computations, including hardware optimization, network design, and scalability challenges. Gain understanding of the fundamental shifts required in data center architecture to support the computational demands of large-scale AI models and applications. Examine real-world examples and best practices for building robust, efficient infrastructure that can handle the exponential growth in AI workload requirements.