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Jensen Huang

๐Ÿ‘ค Speaker
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5422 total appearances
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Podcast Appearances

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

And what people don't realize is they've kind of forgotten that most of the data that we are training, that we teach each other with, inform each other with, is synthetic.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

You know, it's synthetic because it didn't come out of nature.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

You created it.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

I'm consuming it.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

I modify it, augment it.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

I regenerate it.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

Somebody else consumes it.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

And so we've now reached a level where AI is able to take ground truth, augment it,

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

enhance it, synthetically generate an enormous amount of data.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

And that part of post-training continues to scale.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

And so the amount of data that we could use that is human-generated will be smaller and smaller and smaller.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

The amount of data that we use to train model is going to continue to scale to the point where we're no longer limited.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

Training is no longer limited by data.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

It's now limited by compute.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

And the reason for that is most of the data is synthetic.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

Then the next phase is test time.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

And I still remember people telling me that inference, oh yeah, that's easy.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

Pre-training, that's hard.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

These are giant systems that people are talking about.

Lex Fridman Podcast
#494 โ€“ Jensen Huang: NVIDIA โ€“ The $4 Trillion Company & the AI Revolution

Inference must be easy.