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Nvidia Stretches Compute Power to Windows PCs in Support of Agents

The deskside system supports frontier models up to 1 trillion parameters and gives Windows users access to Linux AI toolchains.

  • On Monday at NVIDIA GTC Taipei, NVIDIA announced a deskside supercomputer for Windows designed to build and run always-on AI agents capable of handling frontier AI models of up to 1 trillion parameters locally.
  • Built on the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip, the system features up to 748GB of coherent memory, bringing data-center-class AI infrastructure directly to deskside workstations for enterprise developers.
  • Pavan Davuluri, executive vice president of Windows + Devices at Microsoft, said "For decades, Microsoft and NVIDIA have partnered to advance the most powerful computing platforms in the world," emphasizing enterprise security and manageability.
  • Ranjit Atwal, senior director analyst at Gartner, noted NVIDIA's long-term strategy centers on agent orchestration across devices and cloud, positioning PCs as part of enterprises' overall AI infrastructure.
  • The product arrives in the fourth quarter, entering a market where AI PCs are projected to grow at a compound annual rate of 38% over five years, reaching an estimated $350 billion valuation by 2030.
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Nvidia unveils DGX Station for Windows AI workstations

Windows users can now run trillion-parameter AI models locally as NVIDIA targets enterprise developers with a deskside workstation and new security controls.

Nvidia has just unveiled the most exciting PC hardware platform in years. And they've built it on Windows. I'll be frank: I would have loved for them to have gone with Linux. And the more I think about it, the more I believe it would have been a fantastic choice, even though I completely understand why they didn't. [Read more] Did you know? Google News lets you choose your media. Don't miss Frandroid and Numerama.

NVIDIA announces this fall a Windows version of its DGX platform. It will be possible to run local agents and LLM, even the heaviest ones, thanks to a GB3000 Grace Blackwell chip that can support 748GB of RAM and deliver a power of 20 petaFLOPS (in FP4). It will be possible to add a RTX Pro for visualization and physics. ConextX-8 SuperNIC connectivity will be integrated to ensure a bandwidth of 800 gb/s between several DGX stations. Windows wil…

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Benzinga broke the news in New York, United States on Monday, June 1, 2026.
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