Watch Nvidia's Computex 2026 Keynote Live

AI-powered laser dyes on indium phosphide. Vera Rubin. Five connected rack scale systems.

A supercomputer for AI agents. 150 supply chain partners across Taiwan.

Millions of square feet of factory floor. Hundreds of sites, chips, packages, systems, and data centers

pushed to the limits of size, power, and scale. This is what we call extreme co-design. We did this with Taiwan.

Together, we reinvented computing for the age of AI. Taiwan was with us at the beginning,

and here today as we bring Vera Rubin to the world. Thank you, Taiwan.

Ladies and gentlemen, Vera Rubin. Vera Rubin was not just built for AI.

Vera Rubin was not built just to run AI. Vera Rubin was built to run agents.

This is an agentic system. Imagine the complexity,

which is the reason why agents is the last computer science breakthrough.

It has taken this many years for agents to realize its potential and become useful.

It stands to reason that the computer that runs it is the most advanced in the world. This is Vera Rubin.

Let's take a look. Can we bring out Vera Rubin, please?

And Janine, do we have the racks, the systems? It looks heavy.

This is Vera Rubin. Vera Rubin NVLink 72. This is the Grok LPX.

At the next GTC, I'm going to talk to you about a lot more of this. Today, we have so much to talk to you about.

This is Vera CPU rack. 256 CPUs, all liquid cooled.

Let me tell you about Vera in just a moment. This is the Vera Bluefield storage processing system and also security system.

And, of course, this is our Mellanox networking, the world's first CPO.

This is Vera Rubin. Incredible technology all coming together.

Now, when we built Hopper, we built Hopper, as you know, for pre-training.

pre-training was the most important application the most important

workload we're working on at the time then when we worked

on grace blackwell everybody said jensen

you know nvidia is really good at pre-training inference

is so easy do you remember that people

used to say inference is so easy we could do that too but as you know inference equals money and the models moes are so complicated

And to do it at incredibly high response time, fast interactivity, and high throughput at the same time is incredibly hard, which is the reason why we created NVLink 72.

Today, NVIDIA's token cost is the lowest in the world, not by 10%, by X factors, orders of magnitude.

all because we did extreme co-design, all because we understood the computing model, the computing pattern of inference,

and we were able to create MVLink 72. Now, with Vera Rubin, it is beyond inference.

It is now inference in an agentic system. This is Vera Rubin.

No cables, no hoses, no fans.

What used to take the last time when I showed this to you, we had cables everywhere.

The cables were amazing to look at. But now there's a PCB in the middle which connects both sides.

What used to take two hours now takes five minutes. The reliability and the resilience of Vera Rubin is going to be off the charts.

This is our Vera CPU tray. The most advanced CPUs that has ever been built.

I'm going to show you that in just a second. And this is our storage tray.

Two Vera CPUs, four CX-9, incredible amounts of software.

This is our new LPX, LPU30, the Grok system, designed for very low latency inference.