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Topic: GPU utilization

Podcast episode
1 podcast episode

In Artificial Intelligence and Computer Science

Podcast episode · Software

How to Turn Research Into Billion-Dollar Companies, with Ion Stoica

The Information Bottleneck

Jul 16, 2026

Berkeley professor Ion Stoica discusses how research software becomes useful infrastructure and, sometimes, a company. The conversation draws on systems projects and companies associated with his laboratory to examine adoption, maintenance and the role of students. It also covers the complexity of the AI software stack, GPU utilization, coding agents in distributed systems, reward design and regulating outcomes. Hosted by Ravid Shwartz Ziv and Allen Roush. Watch the full conversation on the publisher’s YouTube channel.