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Applied AI·October 12, 2026·1 min read

Microsoft says Maia 300 racks will hold 96 chips and use ~167 kW of power and plans to roll out "multi-gigawatt deployments" of the chip starting next year

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Racks pulling ~167 kW and “multi-gigawatt” Maia 300 deployments move AI from cloud spend to industrial power planning. If you’re building on hyperscaler AI, start treating power availability, thermal constraints, and chip roadmaps as first-class dependencies in your capacity planning.