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Azeem Azhar's Exponential View

What NVIDIA’s bet on OpenClaw means for the future of AI and your token budget

Azeem Azhar's Exponential View

EPIIPLUS 1 Ltd / Azeem Azhar

Ai, Exponential, Robots, News, Artificial Intelligence, Investing, Future, Azeem Azhar, Technology, Review, Economy, Intelligence, Science, Exponential View, Business, Tech News, Work, Economics, Gpt, Openai, It, Automation, Society, Government

5.01.1K Ratings

🗓️ 25 March 2026

⏱️ 37 minutes

🧾️ Download transcript

Summary

Last week Jensen Huang shared the numbers from NVIDIA’s order book: AI compute demand has grown a millionfold in two years. Much GCT coverage focussed on chips, robots, data centers in space, but I think Jensen revealed something far more important in his keynote: “the inference inflection has arrived,” and this is about to transform how all companies should manage their budgets. The inference era is already the operating assumption of the world’s most valuable company.

Transcript

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0:00.0

Today, I want to talk about what Jensen Huang, the boss of Nvidia, said at

0:06.2

NVIDIA's GTC jamboree, where the firm lays out its view of where we are and where we are

0:13.9

going. Now, I want to focus on one particular dimension, and it may not have been obvious if you

0:20.4

had watched any of the videos

0:21.7

from GTC or read any of the reporting that came out of it. It's a dimension that will accelerate

0:28.6

all the things that we are being promised about the future. And that dimension is AI inference.

0:36.2

Influence is when an AI model responds to us, ideally with what we wanted to respond to,

0:41.9

whether it's a recommendation for a lawnmower, summarizing your boss's emails so you don't have

0:47.7

to read every interminable word, or whether it's getting an image for a presentation you have to give.

0:53.0

All of that arises because of inference.

0:56.8

I've been peeling back the layers of what Jensen Huang said to figure out what it's really

1:02.9

telling us about where AI is today and where it's heading. So do stick with me because I think

1:10.8

the shape of the future is really starting to

1:13.2

become visible.

1:20.3

NBritia is the world's most valuable company. It's a $4 trillion dollar behemar. That value changes with the winds and the waves and the ends

1:28.8

and the oars of the market. It is the leader in providing AI accelerator chips, the GPUs,

1:36.1

upon which virtually all of our AI interactions reside. Now, like me, Jensen has seen something in OpenClaw, that piece of open source

1:48.3

software that lets you run an AI agent that's as close to the AI agents of 1980s science fiction

1:54.4

as you can imagine. Now, a couple of weeks ago, I said that OpenClaw is the most exciting piece of

2:00.6

technology that I have

2:01.7

seen since the web browser back in 1992. Now, I really mean that. I remember really clearly

2:08.9

using it back in that summer of 92. I had to go to a computer room that was in the basement.

...

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