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NVIDIA AI Podcast

Inside AI Tokenomics: How to Profitably Turn Tokens Into Business Value | NVIDIA AI Podcast Ep. 299

May 21, 202633 min · 5,263 words

Show notes

As AI factories scale and token costs become a defining competitive variable, the way businesses measure infrastructure ROI needs to change. In this episode, Shruti Koparkar from NVIDIA's Accelerated Computing team breaks down tokenomics—the four-pillar framework of token utility, supply, demand, and monetization—and reveals why NVIDIA Blackwell's architecture delivers 50x more tokens per watt than NVIDIA Hopper, translating to a 35x reduction in token cos…

Highlighted moments

There are two key factors that impact token value. One is the intelligence embedded in the token, or how much intelligence does the token carry. And the other is how fast does it arrive, which is essentially the interactivity.
Whereas co-design is about designing from the ground up simultaneously multiple parts of the same system, knowing that they are all optimized towards the same outcome, that of lowest token cost.

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