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Lex Fridman Podcast / episode intelligence

#494 – Jensen Huang: NVIDIA – The $4 Trillion Company & the AI Revolution

23 Mar 2026 24 published claims 2 attributable people

Speakers in the public record

Claim mix

belief 10evaluation 7prediction 3uncertainty 2commitment 1recommendation 1

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Every row below preserves an exact excerpt. Identified speakers are linked; unresolved voices are labeled and excluded from people counts.

Claim ledger

The useful parts, with receipts.

24 published records

01 / evaluation

Yeah, thanks for that question. So first of all, the reason why extreme co-design is necessary is because the problem no longer fits inside one computer to be accelerated by one GPU.

“Yeah, thanks for that question. So first of all, the reason why extreme co-design is necessary is because the problem no longer fits inside one computer to be accelerated by one GPU.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

05 / belief

I think the things that give me incredible hope is what I see now as possible, and as I extrapolate based on the things that we’re doing, what will very likely happen.

“I think the things that give me incredible hope is what I see now as possible, and as I extrapolate based on the things that we’re doing, what will very likely happen.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

06 / commitment

Now, the odds of 100,000 of those agents building NVIDIA is zero percent. And then, and then the one part that I will, I won’t do and I wanna make sure we all do, is to recognize that people are really worried about their jobs.

“Now, the odds of 100,000 of those agents building NVIDIA is zero percent. And then, and then the one part that I will, I won’t do and I wanna make sure we all do, is to recognize that people are really worried about their jobs.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

09 / uncertainty

I think whenever you have transformative technology like that’s coming with artificial intelligence, there’s going to be a lot of pain, and I don’t know what to do about that pain.

“I think whenever you have transformative technology like that’s coming with artificial intelligence, there’s going to be a lot of pain, and I don’t know what to do about that pain.”
Speaker
Lex Fridman
Publisher
Lex Fridman Podcast

10 / belief

I think people are very sensitive to human faces. And we’re now living in this moment, which I think is a, is a beautiful one, which is people are sensitive to AI slop.

“I think people are very sensitive to human faces. And we’re now living in this moment, which I think is a, is a beautiful one, which is people are sensitive to AI slop.”
Speaker
Lex Fridman
Publisher
Lex Fridman Podcast

11 / belief

” You know, it… That’s the part that I think most people don’t realize is the person who’s gonna be chatting with them, texting them most, is their, is their claws or lobster.

“” You know, it… That’s the part that I think most people don’t realize is the person who’s gonna be chatting with them, texting them most, is their, is their claws or lobster.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

12 / belief

You’re originally from Taiwan and have a close relationship with TSMC. So I have to ask TSMC I think also is a legendary company in terms of the engineering teams, in terms of the incredible engineering work that they do.

“You’re originally from Taiwan and have a close relationship with TSMC. So I have to ask TSMC I think also is a legendary company in terms of the engineering teams, in terms of the incredible engineering work that they do.”
Speaker
Lex Fridman
Publisher
Lex Fridman Podcast

15 / evaluation

Because a computing platform is all about developers. And developers don’t come to a computing platform just because, you know, it could perform something interesting.

“Because a computing platform is all about developers. And developers don’t come to a computing platform just because, you know, it could perform something interesting.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

16 / prediction

Most of the time we’re nowhere near the worst case condition and we’re probably running around, call it 60% of peak. And so 99% of the time, our power grid has excess power, and they’re just sitting idle, but they have to be there sitting idle because just in case, when the time comes, hospitals have to be powered and, you know, infrastructure has to be powered and airports have to run and so on and so forth.

“Most of the time we’re nowhere near the worst case condition and we’re probably running around, call it 60% of peak. And so 99% of the time, our power grid has excess power, and they’re just sitting idle, but they have to be there sitting idle because just in case, when the time comes, hospitals have to be powered and, you know, infrastructure has to be powered and airports have to run and so on and so forth.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

18 / evaluation

CUDA, step by step by step we… Well, the putting CUDA on GeForce, that was a strategic decision that was very, very hard to do, because it cost the company enormous amounts of our profits, and we couldn’t afford it at the time.

“CUDA, step by step by step we… Well, the putting CUDA on GeForce, that was a strategic decision that was very, very hard to do, because it cost the company enormous amounts of our profits, and we couldn’t afford it at the time.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

19 / evaluation

The second thing that you and I just talked about goes beyond CPUs and GPUs and networking chips and scale up switches and scale out switches. And then of course, you gotta include power and cooling and all of that because all these computers are extremely power hungry.

“The second thing that you and I just talked about goes beyond CPUs and GPUs and networking chips and scale up switches and scale out switches. And then of course, you gotta include power and cooling and all of that because all these computers are extremely power hungry.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

20 / evaluation

There were… You know, there’s several other competing architectures. But the thing that… The decision that we made that was good was we said, “Hey, look, ultimately it’s about install base and what is the best way we could get a new computing architecture into the world?

“There were… You know, there’s several other competing architectures. But the thing that… The decision that we made that was good was we said, “Hey, look, ultimately it’s about install base and what is the best way we could get a new computing architecture into the world?”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

21 / evaluation

I don’t think there’s anything about anything that we’re building that would suggest that two different computers being presented with all of exactly the same context would perfo- Of course, it would produce statistically different outcomes, but it’s not because it felt different.

“I don’t think there’s anything about anything that we’re building that would suggest that two different computers being presented with all of exactly the same context would perfo- Of course, it would produce statistically different outcomes, but it’s not because it felt different.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

22 / prediction

It’s a product generation unit. And so when you look at it in that context and then you back into what is NVIDIA’s, what does NVIDIA sh—what does NVIDIA do and how much of that new economics, new industry would we have to benefit t—to address, I think we’re gonna be a lot, lot bigger.

“It’s a product generation unit. And so when you look at it in that context and then you back into what is NVIDIA’s, what does NVIDIA sh—what does NVIDIA do and how much of that new economics, new industry would we have to benefit t—to address, I think we’re gonna be a lot, lot bigger.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast

23 / prediction

” Then, of course, I would feel very differently about it, but I think the last five years has given me more confidence than the previous ten years.

“” Then, of course, I would feel very differently about it, but I think the last five years has given me more confidence than the previous ten years.”
Speaker
Jensen Huang
Publisher
Lex Fridman Podcast
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