Everything Nvidia revealed at its Computex keynote

Welcome to the stage, NVIDIA founder and CEO, Jensen Wang

Welcome to GTC Taiwan! The wave of AI was agentic AI. And today, we can say that agentic AI has arrived

that useful AI has arrived. People talk about AI reducing jobs, complete nonsense

It's causing more software engineers to be hired. And the reason for that is very simple

So let me take a quick moment and show you what I'm talking about. Inside, this is an agent

It's an agent application. It is agent which consists of a large language model or many sitting inside a harness

and that harness helps it, orchestrates it to do productive work. This entire system is called an agent

This is now the new computing pattern. Whereas we used to launch an application, click and type

we now replace that with explaining to the AI what we want, our intent

and the AI generates the code or uses tools and produce the necessary output

It is the ultimate disaggregated and distributed computing model. Today's agents are relatively simple users of tools

Tomorrow, they're going to be very sophisticated users of tools. They solve some of the most important problems the world knows

The memory system of AIs is going to cause the storage system to be completely revolutionized

It's precisely the reason we built our next generation, Verirubin. Verirubin is not one chip

This entire thing is Verirubin from end to end. It has GPUs, Verirubin, NVLink 72

to, each one of these systems would be a complete revolution in itself

Vera Rubin is the most ambitious endeavor in the history of our company

A long time ago, NVIDIA used to be a GPU company. But over the years, we've evolved to become a systems company

You're looking here now for the most complex systems, most complex and ground-up system

ever designed. but ultimately our customers, our partners don't want to buy computers

They want to build AI factories, which is the reason why NVIDIA has really

started to transform ourselves yet again. We are building a full stack system so that our customers could build amazing AI infrastructure I so happy Here I am standing in front of you

Vera Rubin is in full production. This is Vera Rubin

Vera Rubin NVLink 72. This is Vera CPU rack. 256 CPUs, all liquid cooled. This is the Vera Bluefield storage processing system. No cables

no hoses, no fans. There's a PCB in the middle, which connects both sides. What used to take two

hours now takes five minutes. A CPU the world has never seen before. We call it Vera. This is CPU

for agents. All the CPUs of the past, we built for humans. This CPU is built for agents. Now

inside our system, it's used for three different ways. The first way, of course, is Vera Rubin

for thinking. And inside the Vera Rubin rack, there are already two CPUs. The Vera Compute

is used for the harness, the orchestration of the AI models, tool use, accessing the database

And the data servers are right here, Vera Bluefield, the fastest storage system the world has ever made

This is the first CPU that's been built a long time that is literally at reticle limits

with a fabric that connects all of the CPU cores that is Speedolite

3.6 terabytes per second. NVIDIA VERA is the CPU built for the agentic loop

VERA is the CPU for the age of agents. The takeaway here is that this is the application pattern

This is the computing pattern of the next decade. And so we have the NVIDIA agent toolkit for enterprise AI

You can run agents from anybody. You could run Cloud Code, incredible agent

Codex, incredible agent. You could run it inside this harness called OpenShell

which will be highly secure for your inside the enterprise. NVIDIA is dedicated to build open models for the world

so that all of you, all of us, could create our own agents

Today, we're announcing the NemoTron 3 Ultra. yep our next open model and it is smart all of this from the model the training script

and the data made completely available to you microsoft and nvidia are going to reinvent the PC Introducing RTX Spark Everything we learned over 33 years distilled into one chip

Blackwell RTX GPU with 6,144 CUDA cores. One petaflop of AI performance

a custom 20-core Grace CPU built in partnership with MediaTek, fused by MVLink, 128 gigabytes of unified memory

and in close collaboration with Microsoft, a Windows platform for agents. We're reinventing the personal computer

Here it is. Of course, I've got to show you the most beautiful part, which is video games

It is also the closest to our heart. This is the most amazing chip the world has ever built

Every single application NVIDIA has ever created and every single application that Windows has ever run

Microsoft and NVIDIA meticulously optimized everything so that this computer literally runs everything the world has ever created

plus it now runs agents. This is the first completely re-engineered, reinvented line of PCs that has happened in 40 years

Everything in Windows and it has 768 gigabytes of memory. And so you could run a trillion parameter model

This is unbelievable. 20 petaflops, 8 terabytes per second of memory bandwidth

And this sits by your desk. 15, 20 years ago, we used to have an idea called a phone

Today, we have an idea called a PC. Today, when you think about your phone

the one thing you don't do with it is make phone calls. You do just about everything else

And so that phone means something very different to you than a phone of the past

i am certain what's going to happen here is that the pc 10 years from now and the pc that you think

about today a tool whether you launch applications click and type and this pc is going to be

completely different you would have assist ai agent computers running in your house and these

in time becomes a lot more like R2D2 to you. It becomes more like C3PO to you

We will have a desktop, a laptop, a workstation, and then a desktop, a laptop, and workstation

And the thing that I just incredibly pleased incredibly honored is that 100 of the world PC industry has joined us to reinvent the PC A new line a new beginning Today we announcing Cosmos 3 the foundation

model for all of your work. Whenever you want to create a robot, whenever you want to create

a factory robot or a robot that works in a factory, any kind of robot that involves physical

world, you now have a companion. Cosmos watches the physical world, understands what's happening

describing scenes and flagging what matters. As a world model, Cosmos generates physics-accurate

synthetic video from an image, text, or video. Cosmos, the foundation for developers of the age

of physical AI. Today we're announcing Alpamayo 2, an open model for self-driving cars. We're

working with car companies across the world. If you look at these brands that have signed up for

the NVIDIA Hyperion, that are building NVIDIA Hyperion cars, this represents about 80

of the world's cars. Hey Mercedes, let's go to my favorite sandwich shop

Routing to your destination. Lane is clear, pulling out to start drive

Nudge left due to the stationary lead vehicle ahead blocking our lane. Slow down to stop at the stop sign controlling the intersection

Alpamayo, the world's first reasoning autonomous vehicle. The NVIDIA Isaac Groot is our human or robotic stack

Data generation, simulation, the runtime, including the operating system. This represents Groot platform, the Isaac Groot platform

Every one of our systems, as you can see, the exact same pattern

whether it's a genetic system for the cloud, a genetic system for the PC

a robotic system for a self-driving car, a robotic system for a human or robot, all the same. We need

a reference platform for robotic systems. These robotic systems are so complicated, so many motors

so many sensors, so fragile, and yet we need to have a way to deliver these reference platforms

just like we do with PCs and DGXs and clouds and self-driving cars. We now are going to do it for

robots. NVIDIA Isaac Group, an open development platform for humanoid robots. Open models

simulation and training libraries and data generators. Plus, the robot computer. Fully pipe clean, ready to go in hours

Have a great Computex. Thanks for an amazing year. Thank you for all your friendship and

support. Thank you. Take care