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Big Technology Podcast · 3 min · Oct 20, 2026

Google plans compute around demand but accepts overbuild risk

Sundar Pichai says Google plans compute against demand, contracts and technical capability while prioritizing frontier research. He sees long-run uses, but says bottlenecks across thousands of components can still create overbuild.

Sundar Pichai

Sundar Pichai is CEO of Google and Alphabet.

  • Alex Kantrowitz, Host · Founder, Big Technology

    Former BuzzFeed News senior tech reporter and author of Always Day One.

About this segment

Sundar Pichai says Google plans compute against demand, contracts and technical capability while prioritizing frontier research. He sees long-run uses, but says bottlenecks across thousands of components can still create overbuild.

From “Sundar Pichai: Path To Recursive Self-Improvement, Compute Allocation Dilemma, Future AI Interfaces”, Oct 20, 2026. Watch the full episode

Answers “Is AI a bubble?” See all 9 answers

“you look at your demand signals, you look at your committed revenue opportunities that you're getting in the forms of contracts”
Sundar Pichaiat 20:21 · Big Technology Podcast20:21

Takeaways

  1. Google weighs demand signals, contracts and technical capability.
  2. Compute plans look two to three years into the future.
  3. Bottlenecks across thousands of components can still lead to overbuild.

In this episode

Full episode
  1. 15:04Google puts frontier AI compute ahead of other uses3:57
  2. 7:27Recursive self-improvement still involves human researchers5:37
  3. 29:56Google plans to bring persistent agents across its products4:05
  4. 1:03Argon usage reached 25 trillion tokens in 72 hours2:51

  5. 19:33Google plans compute around demand but accepts overbuild risk2:40

  6. 23:27AI should adapt to people, but screens will still have a role2:45Up next

Transcript

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

  1. 19:39

    There's talk of how every technology shift has seen overbuilding. Railroads, fiber. Do you think there's overbuilding here? It depends on the timeframes you're looking at. Are we, you know, this level of build, you know, if I take a long enough time frame, it makes complete sense to me. We are at early stages of the most consequential technology ever. And this is not like fiber. It's not dark. We are using it.

  2. 20:11

    We are capacity constrained on a daily basis. The applications, the underlying technology is improving rapidly, right? But running a company, the way I work through the moment is you look at your demand signals, you look at your committed revenue opportunities that you're getting in the forms of contracts, you balance that with the underlying technical capability, our internal evals, how we are using it internally, the model trajectories.

  3. 20:44

    And based on all that, you take a disciplined approach, a confident, aggressive, but a disciplined approach to plan out compute. But when you talk about the broader economy as a whole, you're having people operate with various levels of risk. And so it's tough for me to, I focus on what I can control as a company and plan through it. If your question is, can there be an O-build? Yes, because you can have some constrained components.

  4. 21:19

    And remember, what matters is a square set of everything you need to build out that compute. Memory, electricity, electrician. Yeah, there are like 2,000 components or more, right? And so you could get constrained at some point. There could be things which cause bottlenecks, and then you could have overbills. There could be external shocks to the economy, et cetera. So there are macro risks. All that is possible at any given time. But am I confident that the compute we are planning for we will have uses for it given enough time? Absolutely, yes.

  5. 22:01

    Okay. One more on this. If you're going to do both, there's been a line of thinking out there