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New AI Chip Designs Accelerate Custom Accelerators and Power‑Efficient Racks

Microsoft’s latest Maia 300 chip, unveiled this week, promises a 40% boost in token‑per‑megawatt efficiency over leading GPUs and is slated for production in 2027 with a multi‑gigawatt rollout. The company plans to make Maia the primary inference engine across …

Microsoft’s Maia 300 and AMD’s Helion signal a new wave of custom AI chips and massive‑scale racks

Microsoft to rely more on homegrown AI chips, reducing dependence ...
Microsoft to rely more on homegrown AI chips, reducing dependence …

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The AI‑chip landscape is shifting from reliance on off‑the‑shelf GPUs to purpose‑built silicon designed for specific data‑center workloads. Microsoft’s third‑generation Maia 300 chip promises “40% more tokens per …

Latest News for AI chip design — October 12, 2026

Microsoft’s new AI chip makes it less reliant on Nvidia’s GPUs ...
Microsoft’s new AI chip makes it less reliant on Nvidia’s GPUs …

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Recent breakthroughs in AI‑driven chip design are dramatically shrinking photonic components and accelerating the rollout of high‑performance AI hardware. On Oct. 10, 2026 researchers at Harvard and …