Kaustubh Sanghani

VP, GPU Products @nvidia. Opinions are mine (not my employers).

[Ryan Shrout @ryanshrout]

NVIDIA and Microsoft just put a trillion-parameter AI supercomputer on the enterprise desk, and it runs Windows!

The new DGX Station for Windows is built on the GB300 Grace Blackwell Ultra Desktop Superchip, pairing a Blackwell Ultra GPU with a 72-core Grace CPU. It carries up to 748GB of coherent memory and 20 petaflops of FP4, enough to run frontier models up to a trillion parameters and hundreds of agents locally. It ships in Q4 from Dell, HP, ASUS, GIGABYTE, MSI, and Supermicro.

It bridges a real gap that has been hanging over Windows’ head for a while. Heavy enterprise AI, training, fine-tuning, large-scale inference, has lived on Linux systems in the data center, while the bulk of the Fortune 500 runs Windows for everyday work. DGX Station for Windows brings that frontier compute into the Windows environment those teams already use, with a secure agent runtime in @nvidia OpenShell built on new Windows security primitives, and the same fleet management and compliance IT already relies on.

Signal65 has already put numbers on this (https://t.co/dlVzuL1Zqu). Ahead of the launch we ran the deskside agentic AI economics on the same GB300 platform with Dell, modeling three agents, a knowledge worker, a sales agent, and a software developer, each running persistently around the clock. For the software development workload we found roughly $1.06M in two-year cloud cost against about $138K to run it locally on the GB300, up to 87% lower cost with payback in three to eleven months. DGX Station for Windows is that same GB300 silicon, so those economics carry straight over. Windows support widens the audience, but the case for pulling always-on agentic work off the cloud and onto the desk was already there.

It is a Q4 product with no pricing announced, though, and a deskside GB300 is a niche aimed at enterprise AI builders with massive budgets rather than a broad market. But as a statement about where Windows is heading, it creates a powerful message that has been missing.

[Pavan Davuluri @pavandavuluri]

Introducing a powerful new chapter for @Windows PCs, accelerated by @nvidia RTX Spark https://t.co/HkounxZFa6

[NVIDIA Newsroom @nvidianewsroom]

The age of AI needs a new kind of CPU.

Introducing NVIDIA Vera.

The CPU for agents, delivering 80% faster agentic task completion compared with x86 CPUs. Vera is built to power the CPU-intensive work behind modern AI factories, from agentic AI and reinforcement learning to data processing and orchestration.

[NVIDIA Newsroom @nvidianewsroom]

Introducing NVIDIA DGX Station for Windows, the world's most powerful deskside AI supercomputer with Windows powered by NVIDIA GB300.

✅ Run frontier AI models with up to 1 trillion parameters locally
✅ Build and run secure AI agents on Windows with NVIDIA OpenShell
✅ Built by @ASUS, @Dell, @GIGABYTE, @HP, @msigaming, and @Supermicro

#NVIDIAGTC https://t.co/82tqvvNzJU

[Microsoft Surface @surface]

Introducing Surface Laptop Ultra.

Built for world makers. Designed for what's next.

The most powerful Surface laptop ever. Coming Fall 2026.

Sign up to learn more: https://t.co/k8aEX2pTAy

[Satya Nadella @satyanadella]

Our goal is to deliver unmetered intelligence to every home and every desk with Windows.

NVIDIA RTX Spark marks a real breakthrough toward that vision.

Looking forward to sharing more with Jensen, who will be joining us live from Taiwan, at Build this week! https://t.co/O9ttCunAhG

[NVIDIA Newsroom @nvidianewsroom]

In Taipei, NVIDIA CEO Jensen Huang joined the @QuantaQCT team to celebrate years of partnership building the infrastructure of AI.

When media asked what’s ahead for 2026, Jensen pointed to Grace Blackwell, Vera Rubin, and “a surprise new product."

[NVIDIA @nvidia]

NVIDIA RTX Spark: a 1-petaflop superchip, the full CUDA and RTX ecosystem, and Windows-native agents. A new beginning for personal computers.

[Bryan Catanzaro @ctnzr]

Nemotron 3 Ultra:

Frontier smart.
5X faster.
30% cheaper.

💚💚💚

[Windows @Windows]

A new era of PC.

25.0528, 121.5990

[NVIDIA @nvidia]

A new era of PC.

25.0528, 121.5990

[NVIDIA Newsroom @nvidianewsroom]

Touchdown, Taipei.

NVIDIA CEO Jensen Huang has landed, and the countdown to #NVIDIAGTC at #COMPUTEX2026 is on.

[Dell Technologies @Dell]

Signed by Jensen at Dell Technologies World. Built for the future of agentic AI. 🚀

[Elon Musk @elonmusk]

Vera nice, Vera nice … 🤌

[NVIDIA GTC @NVIDIAGTC]

Taipei, are you ready? 🌏

NVIDIA CEO Jensen Huang is taking the stage at Taipei Music Center to unveil the breakthroughs driving the next generation of AI.

📍 Monday, June 1 | 11 a.m. Taipei Time
🎥 Streaming worldwide: https://t.co/rcGNjDn5ZU
#NVIDIAGTC

[NVIDIA @nvidia]

Congratulations to Carolina Figueiredo of Princeton, who found an unexpected geometric structure connecting three different particle theories, hinting at an even deeper theory of our universe.

She is the inaugural winner of the Vera Rubin New Frontiers Prize, presented by our CEO Jensen Huang and @yurimilner at the 12th @brkthroughprize ceremony.

A new honor. A legendary name. A future built by scientists who dare to see what others can’t. #BreakthroughPrize

[NVIDIA @nvidia]

GTC 2026 was one for the books. ✨

From GTC Live pregame and Jensen’s keynote, to a packed exhibit hall, hands-on training, “Build-a-Claw,” and GTC Park, our community brought the energy.

Thank you to every attendee, sponsor, and partner who helped bring GTC to life.

Watch the sizzle reel and relive the moments from #NVIDIAGTC.

🔗 https://t.co/9LLvsVU4pP

[Drew Smith @DrewDisneyDude]

Olaf got his own badge today at NVIDIA’s GTC conference. 😂

[Andrej Karpathy @karpathy]

Thank you Jensen and NVIDIA! She’s a real beauty! I was told I’d be getting a secret gift, with a hint that it requires 20 amps. (So I knew it had to be good). She’ll make for a beautiful, spacious home for my Dobby the House Elf claw, among lots of other tinkering, thank you!!

[Michael Dell 🇺🇸 @MichaelDell]

Jensen Huang is loving the new Dell Pro Max with GB300 at NVIDIA GTC.💙

They asked me to sign it, but I already did 😉