Tuesday, March 17, 2026

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Inside the AI Arms Race: Nvidia’s Blackwell GPUs Go Live at CoreWeave

FutureInside the AI Arms Race: Nvidia’s Blackwell GPUs Go Live at CoreWeave
Nvidia Supplies Grace Blackwell GPUs to CoreWeave for Next-Gen AI Development / Provided by Nvidia
Nvidia Supplies Grace Blackwell GPUs to CoreWeave for Next-Gen AI Development / Provided by Nvidia

Nvidia announced on Thursday that it has provided Grace Blackwell GPUs to cloud infrastructure company CoreWeave to accelerate the development of next-generation artificial intelligence (AI).

An Nvidia spokesperson stated that CoreWeave is the first cloud infrastructure provider to offer the Nvidia GB200 NVL72 system at a large scale. Leading AI companies such as Cohere, IBM, and Mistral AI are using this system to train and deploy next-generation AI models.

CoreWeave plans to provide thousands of Blackwell GPUs to its customers. The company, which transformed from a cryptocurrency mining operation to a GPU cloud provider, went public on the Nasdaq in March with a market capitalization of about $25 billion.

The GB200 NVL72 system connects 72 Blackwell GPUs and 36 Grace CPUs using rack-scale NVLink and Quantum-2 InfiniBand networking, with the capability to scale up to 110,000 GPUs.

Nvidia reports that Cohere has observed up to a threefold performance improvement when training a 100-billion-parameter model using the GB200 NVL72 compared to existing Hopper GPUs.

IBM is leveraging the GB200 NVL72 to train Granite, its next-generation open-source enterprise AI model. Granite underpins solutions like IBM watsonx Orchestrate, enabling businesses to automatically build and deploy high-performance AI agents.

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