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Sources · 3 min · Sep 1, 2026

Altman trusts OpenAI’s compute plans more than the industry’s

Sam Altman says OpenAI expects to use its planned capacity profitably, but sees other compute projects without revenue or buyers. He worries that speculative buildout could leave some providers with bad financial bets.

Sam Altman

Sam Altman is CEO of OpenAI.

  • Alex Heath, Host · Founder & host, Sources

    Left The Verge to start Sources in 2025; it has made over $1M since, mostly from sponsors.

About this segment

Sam Altman says OpenAI expects to use its planned capacity profitably, but sees other compute projects without revenue or buyers. He worries that speculative buildout could leave some providers with bad financial bets.

From “Sam Altman on Astra, AGI, and the future of OpenAI”, Sep 1, 2026. Watch the full episode

Answers “Is AI a bubble?” See all 12 answers

“I am worried about the world's compute buildout plans.”
Sam Altmanat 55:04 · Sources55:04

Takeaways

  1. He says OpenAI’s committed compute differs from industry overbuilding.
  2. He sees plans without revenue or buyers as warning signs.
  3. Lower compute costs could leave some builders with bad financial bets.

In this episode

Full episode
  1. 8:41Alignment means reliably following the user’s intent4:02
  2. 31:38AI backlash calls for more everyday value from the technology6:47
  3. 58:10OpenAI is exploring humanoids and three device form factors5:26
  4. 1:19Weak signals and a security incident prompted OpenAI’s training pause4:53
  5. 41:21OpenAI shifted focus from side projects to model capability2:18

  6. 54:06Altman trusts OpenAI’s compute plans more than the industry’s2:36

  7. 47:37Altman favors model testing but not customer-by-customer access rules2:34Up next
  8. 24:31Some see OpenAI’s latest internal models as AGI-like3:54

Transcript

Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.

  1. 54:12

    you won't even need to ask it. It'll hopefully be much more proactive and it'll be constantly running and trying to do useful stuff. So the end state of this is just one ultimate subscription? That is what I want as a user. We've been dancing around this, but you did really stick your neck out about a year ago on the massive compute build out you guys have been doing and caused all this AI bubble fear.

  2. 54:32

    And at the same time, while people thought you were overshooting, you had people like Dario, the CEO of Anthropic, saying you were YOLOing. And now I will say you seem pretty vindicated on this front. The world is still starved of compute. Sounds like you guys still are too, even though you have more than some of your competitors. And at the same time, you're driving the cost of tokens, it seems like, way down.

  3. 54:53

    And you're about to release Jalapeno, your first custom chip for inference. Is there still, though, any part of this compute build-out that you're on and the astronomical numbers associated with this that you feel is at risk at all when you look at all of this? I'm not worried about our compute build-out plans. I am worried about the world's compute buildout plans. Like, I think we are going to be able to use all of the compute very profitably that we are planning to build.

  4. 55:18

    But I am seeing the first signs of what feels to me like unsustainable silliness of, you know, random new NeoCloud popping up people claiming that they're going to build gigantic amounts of compute next year that I think they don't have the revenue to support or a buyer. Yeah, I definitely feel like some fear about what the world is doing as a whole. Although I think we feel very good about what we've committed to.

  5. 55:42

    But the contagion of what you're describing could certainly impact you. If the whole economy blows up, yes, that could impact us. In terms of being able to confidently pay for the compute we are committed to, I feel good about that. I think people right now are kind of in a cost is no object. We're just going to build out crazy amounts of compute and somebody will pay an even higher price for it. And if we are able to succeed with our efforts to hugely drag down the cost of compute and the efficiency of compute up a lot, then, you know, you can imagine a world where there are some people that made dumb financial decisions.

  6. 56:19

    That happens in kind of like every boom or most of them. So, you know, not like a crazy surprise if it does. Do you see a world where OpenAI becomes a supplier of compute to the industry? not anytime soon like we just we need to compute the vibe i'm getting is you all are discussing