Dwarkesh Patel quote, Jul 29, 2026

Host, Dwarkesh Podcast · Jul 29, 2026 · Essay, Why compute might get 10x+ more expensive in coming years

I want to emphasize the key conclusion here: as AI models become smarter, they’ll better monetize the same amount of compute. If a true human-level software engineer that could run on an H100 equivalent, at current market rates for software engineers, that H100 should rent for over $250k a year.

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Words found on the source page on Sep 25, 2026.

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Jul 29, 2026	I wish we didn’t live in a world with such strong economies of scale of intelligence (because I’m worried about power concentration).Jul 29, 2026· Essay	EssayWhy compute might get 10x+ more expensive in coming years	Source
Jul 29, 2026	If by 2028 we’ve automated software engineering and the price of compute is 15x higher than it is right now, then it’s going to be much more difficult for you, with no revenue, to compete for compute against the frontier labs.Jul 29, 2026· Essay	EssayWhy compute might get 10x+ more expensive in coming years	Source
Jul 29, 2026	If you’re spending most of your compute on inference, you’re kind of declaring that AI progress has stalled, because it’s not worth investing more in training, and your business is basically that of a cloud provider.Jul 29, 2026· Essay	EssayWhy compute might get 10x+ more expensive in coming years	Source
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Date	Quote	Context	Source
Sep 23, 2026	But the right tail of the market is thinner than almost anyone forecast.Tomasz TunguzSep 23, 2026· Post	PostThe Most Important Market in AI is the Middle	Source
Sep 23, 2026	Demand for intelligence is not a pyramid with a small, wealthy peak paying for everything beneath it.Tomasz TunguzSep 23, 2026· Post	PostThe Most Important Market in AI is the Middle	Source
Sep 23, 2026	Most business AI use is the messy middle: multi-step workflows that need a smart enough model at a price a company can afford. It is the most important part of the market today, & it is where the competition is fiercest.Tomasz TunguzSep 23, 2026· Post	PostThe Most Important Market in AI is the Middle	Source
Sep 22, 2026	If the top U.S. labs have to give up on what is supposed to be really important, they will look very “catchable.” The policy creates a big incentive for some other parts of the world to invest a lot more in compute.Tyler CowenSep 22, 2026· Post	PostBanning self-recursive improvement in AI models?	Source
Sep 21, 2026	A world with sufficient compute is one where intelligence is a commodity, and in commodity markets margin comes from a superior cost structure, which I would expect the leading model providers to have, in part because they have a meaningful lead in scaling and can apply superior AI to their infrastructure.Ben ThompsonSep 21, 2026· Post	PostFrontier Overhangs	Source
Sep 21, 2026	Pure capability no longer translates directly into a moat.Ben ThompsonSep 21, 2026· Post	PostFrontier Overhangs	Source

About this quote

Said by: Dwarkesh Patel, Host, Dwarkesh Podcast
Where: Why compute might get 10x+ more expensive in coming years
Topics: Compute, Economics
Source: dwarkesh.com/p/why-compute-might-get-10x-more-expensive

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