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Microsoft announces plans to deploy Maia 300 accelerators at multi-gigawatt scale starting in 2027, replacing Nvidia chips for inference. The new silicon offers 2.5x memory bandwidth and 40% efficiency gains over Maia 200, though Evercore ISI analysts estimate it will account for only about 10% of Microsoft's AI chip spending by the first quarter of 2027.
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