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Nvidia CEO: Engineers have to spend HALF their salary on tokens!

March 20, 2026 / 01:19

This episode discusses the increasing token usage in companies, focusing on how much engineers and AI researchers should be spending on tokens. The conversation highlights the financial implications of token consumption for high-paid employees, comparing it to the investment athletes make in their health.

The hosts talk about the expectations for engineers at companies like Nvidia, emphasizing that a $500,000 engineer should ideally spend around $250,000 on tokens to be effective. This raises questions about the value of resources and tools in the tech industry.

They draw parallels between tech workers and professional athletes, specifically mentioning LeBron James and his investment in personal health. The discussion suggests that just as athletes enhance their performance through investment, engineers should be equipped with the best tools available.

TLDR

Engineers should spend significantly on tokens to maximize effectiveness, similar to athletes investing in their health.

Episode

1:19

00:00:00

The conversation we've had on the pod a number of times is, "Oh my god, look at

00:00:03

the token usage in our companies. It is growing massively. And some people are asking, hey, when I join a company, how

00:00:10

many tokens do I get cuz I want to be an effective employee?" You've postulated,

00:00:14

I believe, $75,000 in tokens for each engineer or something like that. So, are you spending in Nvidia a billion, $2

00:00:20

billion on tokens from your engineering team right now? >> We're trying to. Let me give you a

00:00:24

thought experiment. Let's say you have a software engineer or AI researcher and

00:00:28

you pay them $500,000 a year. We do that all the time. That $500,000 engineer at

00:00:33

the end of the year, I'm going to ask them, how much did you spend in tokens?

00:00:37

If that person said $5,000, I will go ape something else. Yes. >> If that $500,000 engineer did not

00:00:44

consume at least $250,000 worth of tokens, I am going to be deeply alarmed. And this is no different than one of our

00:00:52

chip designers who says, "Guess what? I'm just going to use paper and pencil.

00:00:56

I don't think I'm going to need any CAD tools." >> This is a real paradigm shift to start

00:01:01

thinking about these all-star employees. It almost reminds me of of what we learned in the NBA when LeBron James

00:01:07

started spending a million dollars a year just on his health of his body like and maintaining it. That's right.

00:01:12

>> Here he is at age 41 still playing. These are incredible knowledge workers.

00:01:16

Why wouldn't we give them superhuman abilities?

Episode Highlights

The Token Economy in Tech
The discussion revolves around the increasing token usage in tech companies and its implications for employee effectiveness.
“How much did you spend in tokens?”
@ 00m 37s
March 20, 2026
Investing in Talent
The conversation compares spending on employee tokens to investments in elite athletes like LeBron James.
“LeBron James started spending a million dollars a year just on his health.”
@ 01m 07s
March 20, 2026

Episode Quotes

I’m going to be deeply alarmed.
Nvidia CEO: Engineers have to spend HALF their salary on tokens!
Guess what? I’m just going to use paper and pencil.
Nvidia CEO: Engineers have to spend HALF their salary on tokens!
Why wouldn’t we give them superhuman abilities?
Nvidia CEO: Engineers have to spend HALF their salary on tokens!

Key Moments

Token Usage Discussion00:02
Employee Investment00:18
Paradigm Shift00:59
LeBron Comparison01:03