Microsoft paper details Maia accelerator and software-defined dataflow for trillion-token-scale serving

thoefler · x · 2026-11-12

Microsoft engineer thoefler published a paper, "How to serve many trillions of tokens per day," detailing the design of Microsoft's Maia AI accelerator and its Software-Defined Dataflow system ideas behind AI at massive scale.

He will also present the work at the Microsoft booth at SC26 on Monday at 8:20 PM — a rare first-hand look at Microsoft's in-house chip and large-scale inference architecture.

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