AI training infrastructure

Meta Prometheus: Inside a Gigawatt-Scale AI Supercluster

Meta Prometheus: Inside a Gigawatt-Scale AI Supercluster

Meta has detailed Prometheus, its gigawatt-scale AI supercluster in New Albany, Ohio, which trained the Muse Wonder frontier models on roughly 1 million GPUs. The infrastructure combines NVIDIA Blackwell and Blackwell Ultra platforms with a novel fault recovery architecture that achieved a 99% reduction in training interruptions. For enterprise buyers and developers, Prometheus defines the new upper bound of AI compute concentration and shapes what frontier models will be capable of doing.

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NVIDIA Spectrum-X MRC: Open AI Networking at Gigascale

NVIDIA Spectrum-X MRC: Open AI Networking at Gigascale

NVIDIA has released the Multipath Reliable Connection protocol as an open specification through the Open Compute Project, following production validation on Spectrum-X Ethernet at OpenAI, Microsoft, and Oracle. The move signals a strategic shift toward open AI fabric standards while keeping the most mature implementation proprietary. ECI Research breaks down what this means for ITDMs and platform engineering teams navigating AI infrastructure decisions.

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