The guest
Jensen Huang: Co-founder and CEO of NVIDIA, the chipmaker whose GPUs power the modern AI boom. A Taiwanese-born immigrant, he is the longest-running tech CEO in the world.
What this episode covers
Joe Rogan and Jensen Huang open on President Trump's pro-growth energy policy and its importance to building AI factories, then move into a long discussion of AI safety, consciousness, cyber security, and whether AI will take jobs or replace human purpose. Huang argues AI's added 'horsepower' is mostly channeled toward safety and accuracy, and that fears of a single rogue super-AI are far-fetched because everyone will have powerful AI of their own. The back half is a detailed origin story of NVIDIA: how a deep-learning breakthrough (AlexNet) ran on gaming GPUs, how the company nearly died multiple times, and how a Sega executive's $5M gamble and an untested chip saved it. It closes with Huang's deeply personal account of emigrating from Thailand at age nine to the poorest county in Kentucky, and his philosophy that success comes from fear of failure and relentless hard work.
The guest's own work
ProductBy the guest
NVIDIA RIVA 128
NVIDIA
“so before GeForce it was Revo 128 revo 128 saved the company it revolutionized computer graphics”— Jensen Huang
Also referenced (named, not recommended)
ProductReferenced
NVIDIA DGX Spark
NVIDIA
“The one that you saw me give to Elon is called DGX Spark. The DGX1 was $300,000.”— Jensen Huang
ProductReferenced
NVIDIA DGX-1
NVIDIA
“By 2016, I had I had built this computer called the DGX1. The one that you saw me give to Elon is called DGX Spark.”— Jensen Huang
ProductReferenced
NVIDIA GeForce GTX 580
NVIDIA
“It was running in a they had two graphics cards, two GTX 580s, which by the way is exactly your SLI configuration.”— Jensen Huang
ProductReferenced
Cuisinart food processor
Cuisinart
“A quez an art, you know, if you don't know how to use it, you're kind of screwed. You're going to walk up to it and say, How do you use a quezin art?”— Jensen Huang
MediaReferenced
Doom
id Software
“by the time that John Carmarmac came along and the doom phenomenon happened and then quake came out”— Joe Rogan
MediaReferenced
Quake
id Software
“Oh yeah, man. I used to be a Quake junkie. The reason why you used it for Quake is because it is the first consumer supercomputer.”— Joe Rogan
MediaReferenced
The Color of Money
Martin Scorsese
“there's a scene in the movie The Color of Money where Tom Cruz who's this uh elite pool player shows up at this pool hall”— Joe Rogan
MediaReferenced
The Terminator
James Cameron
“That's what they said in the Terminator movie and it hasn't happened. No, not yet.”— Joe Rogan
MediaReferenced
Star Trek: First Contact
Paramount
“It was a little bit like, you know, that Star Trek, you know, first contact. The Vulcans had to have seen the warp drive at that very moment.”— Jensen Huang
MediaReferenced
Virtua Fighter
Sega
“all of their afternoons we would go to the arcades and play the Sega V, you know, the Sega Virtual Fighter and Daytona”— Jensen Huang
MediaReferenced
Daytona USA
Sega
“we would go to the arcades and play the Sega V, you know, the Sega Virtual Fighter and Daytona and all those games”— Jensen Huang
Big reveals from this episode
- Huang credits Trump's 'drill baby drill' pro-energy stance with saving the AI industry, saying chip and supercomputer factories couldn't be built without it.
- Predicts that within two or three years, 90% of the world's knowledge will be generated by AI - and says that's 'just fine.'
- Admits 'I have a greater drive from not wanting to fail than the drive of wanting to succeed,' saying the world heard him say it for the first time.
- Tells how he hand-delivered NVIDIA's first DGX-1 supercomputer to a then-nonprofit OpenAI in 2016 and the blood drained from his face when Elon said it was a nonprofit.
- Reveals NVIDIA almost died in 1995 when its first three core tech choices were all wrong; a Sega CEO invested the last $5M essentially because he liked young Jensen.
- Recounts taping out NVIDIA's RIVA 128 chip and going straight to production untested at TSMC because the company couldn't survive a retest.
- Says he has used the phrase '30 days from going out of business' for 33 years and still wakes at 4am feeling that fear every single day.
- Describes being sent at age nine to Oneida Baptist Institute in the poorest county in Kentucky, sharing a dorm with a 17-year-old fresh from a knife fight.
Worth remembering
- Huang estimates AI capability increased roughly 100x in just the prior two years.
- Cyber security companies secretly share breaches, loopholes and patches with each other; the whole industry works as one against threats.
- Geoffrey Hinton predicted AI would wipe out radiologists in five years; instead the number of radiologists grew because their real job is diagnosing disease, not reading images.
- NVIDIA improved computing performance roughly 100,000x over the last decade - far beyond Moore's law.
- The 2012 AlexNet breakthrough that launched modern AI ran on two consumer NVIDIA GTX 580 gaming cards in an SLI setup.
- A DGX-1 cost $300,000 in 2016; nine years later the DGX Spark delivers the same one-petaflop performance for about $4,000 in the size of a small book.
- The game Doom was named after a line in the movie 'The Color of Money'; John Carmack wanted Doom to do to the gaming industry what the character did to opponents.
- Early 3D arcade games like Virtua Fighter used guts ripped from Martin Marietta NASA flight simulators.
- As a nine-year-old, Huang recorded a tape telling his parents McDonald's was 'the most amazing restaurant,' lit up 'like the future,' with food that comes in a box.
- When NVIDIA added CUDA - the technology that later enabled AI - its valuation crashed from about $12 billion to two or three billion because no customer understood it.
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