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How the compute crisis is defining the next stage of AI

Lambda Chief Commercial Officer Robert Brooks IV argued that computing power is becoming one of the most strategically important resources in the AI economy, with his company building supercomputers for superintelligence. Brooks stated that Lambda believes "one GPU per person" is achievable and that compute demand continues to surprise the industry, as the company invests in democratizing AI through physical infrastructure for labs, hyperscalers, and enterprises.

read1 min publishedMay 24, 2026

n this episode of The Deep View Conversations, we sit down with Robert Brooks IV, chief commercial officer at Lambda, to talk about the massive AI infrastructure buildout now underway.

Lambda’s mission is to build supercomputers for superintelligence. But Brooks argues that the story is bigger than GPUs, data centers, and rising demand. It is about why compute is becoming one of the most strategically important resources in the AI economy, and why Lambda believes compute is not a commodity.

The conversation goes deep on Lambda’s vision for democratizing AI, why the company invests in research, and how its experience building physical infrastructure shapes what it can offer AI labs, hyperscalers, enterprises, and researchers.

Topics covered include:

  • Why Lambda thinks “one GPU per person” is achievable
  • The hidden complexity behind modern AI data centers
  • Why compute demand keeps surprising the industry
  • His $40,000 robot experiment and what it taught him about the future of work
  • How AI is changing the way leaders spend their time
If you want to better understand the physical and economic foundations powering the AI boom, this conversation is worth your time.

📺 [Watch on YouTube](https://www.youtube.com/watch?v=BvnQb0laEHA)

🎧 [Listen in your favorite podcast player](https://tdv.transistor.fm/episodes/44-how-the-compute-crisis-is-defining-the-next-stage-of-ai-robert-brooks-iv)

Subscribe to Deep View Conversations for interviews with the leaders shaping the future of AI, business, and technology.

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