Huang says traditional supercomputers take three years to plan plus one year to get working.
“A supercomputer that you would build would take normally three years to plan. Right. And then they deliver the equipment and it takes one year to get it all working.”
Huang predicts a new layer of AI factories running digital workers continuously.
“there's gonna be a new infrastructure. This new infrastructure are going to be AI factories that operate these digital humans. And they're gonna be running all the time, 20 fourseven.”
Huang says xAI built a 100,000 GPU supercomputer in nineteen days versus the normal four-year timeline.
“100,000 GPUs, that's easily the fastest supercomputer on the planet as one cluster. A supercomputer that you would build would take normally three years to plan.”
Huang says the entire computing stack—processing, storage, networking, security—is being reinvented for AI.
“But remember what computing is. There's computing, there's the processing, but there's storage, networking, and security. All that is being reinvented as we speak.”
Huang characterizes current AI infrastructure as the largest industrial buildout in human history.
“It's an enormous infrastructure build out, the largest industrial infrastructure build out in human history.”
Huang states the bill of material for an AI factory totals approximately $50 billion.
“the inventory bill of material of the supercomputer comes out. This AI factory comes out, adds up to about $50,000,000,000 bill of material.”
Huang states a gigawatt AI factory costs approximately fifty billion dollars and tens are being built worldwide.
“While these factories are incredibly complex, they're you know, a gigawatt AI factory is about $50,000,000,000 And now we're building tens of gigawatts around the world.”
Huang says three formerly separate industries are converging rapidly to build AI infrastructure.
“Right now, as we're speaking, these three entirely what used to be three different industries are all growing incredibly fast so that we could create the infrastructure for intelligence and manufacturing the AIs.”
“a gigawatt AI factory is about $50,000,000,000 And now we're building tens of gigawatts around the world. It's an enormous infrastructure build out, the largest industrial infrastructure build out in human history.”
Huang cites estimates of eighty-five trillion dollars in infrastructure investment over the next ten years.
“Trillions of dollars, tens of trillions of dollars. Estimates have it close to $100,000,000,000,000 $85,000,000,000,000 in the next ten years.”
Huang forecasts tens of trillions of dollars in new computer infrastructure over the next decade.
“We're now in the process of reinventing all of that, which is the reason why over the course of the next ten years, we're going to be building tens of trillions of dollars of new computers to replace the old computers that we built over the last sixty years.”