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Generative AI is no longer just code—it’s a physical industrial revolution. By 2032, the market for AI infrastructure will hit nearly $1 trillion, driven by a new class of "AI Factories" that consume multi-gigawatt power levels. In this episode, we break down how hyperscalers are overcoming the "Power Wall" to build the machinery of the future. What we cover: • From Clouds to Factories: Why modern facilities optimize for "Tokens per Watt per Dollar" rather than just storage, with rack densities hitting 130 kW+. • The Nuclear Pivot: With grid wait times hitting 5 years, Microsoft and Amazon are turning to nuclear energy and Small Modular Reactors (SMRs) for baseload power. • Liquid Cooling: Air cooling is dead. We look at direct-to-chip and immersion tech designed to handle chips that generate 10x the heat of traditional servers. • Robotic Construction: How "Digital Twins" and layout robots are building facilities with centimeter-level accuracy to cut costs by 20%.