Clouds Build Their Own AI Chips

Updated: 2026.01.06 22D ago 2 sources
Microsoft’s CTO says the company intends to run the majority of its AI workloads on in‑house Maia accelerators, citing performance per dollar. A second‑generation Maia is slated for next year, alongside Microsoft’s custom Cobalt CPU and security silicon. — Vertical integration of AI silicon by hyperscalers could redraw market power away from Nvidia/AMD, reshape pricing and access to compute, and influence antitrust and industrial policy.

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Intel Is Making Its Own Handheld Gaming PC Chips At CES 2026
BeauHD 2026.01.06 72% relevant
Both pieces document a movement toward vendors controlling more of the silicon stack: Intel is slicing Panther Lake into handheld‑specific dies (Core G3) and shipping Arc B390 iGPUs to partners, paralleling the wider trend where platform/cloud actors design or tightly integrate custom accelerators to capture performance and market share.
Microsoft's CTO Hopes to Swap Most AMD and NVIDIA GPUs for In-House Chips
EditorDavid 2025.10.04 100% relevant
Kevin Scott’s 'Yeah, absolutely' response to whether data centers will be 'mainly Microsoft silicon,' plus the upcoming second‑gen Maia accelerator.
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