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What happens when GPU generations arrive faster than data centers can be built? There's a real misalignment between how quickly new GPU generations ship and how long it takes to build the infrastructure to run them. We design around that gap. Power distribution, cooling, and connectivity are built to pivot to the next generation with minimal disruption. Every cluster goes live production-ready on day one. In this video, Lambda's infrastructure team shares: • Why composable infrastructure is the only answer to accelerating GPU generations • How we design for rack power demands scaling from 150kW to over 250kW • What changes on the electrical and mechanical side as requirements evolve • How warm spares and multi-layer telemetry keep every deployed cluster healthy • What it means to design, build, and operate AI factories at hyperscale Alee Fong: "We design, build, and operate AI factories that transform raw power into superintelligence at scale." Learn more: https://lambda.ai/ai-infrastructure?u... Join our community: X (Twitter): https://x.com/LambdaAPI LinkedIn: / lambda-cloud Facebook: / lambdaai Reddit: / lambdaapi