Physical Intelligence is building a foundation model that can control any robot to do any task — what the team describes as the GPT-1 moment for robotics. The company’s cross-embodiment approach trains across many different robot platforms, and recent results show tasks being performed zero-shot that last year required hundreds of hours of data collection.
In this episode of The Lightcone, co-founder Quan Vuong sat down with Garry, Jared, Diana, and Harj to talk about why robotics is finally ready for its scaling moment, how PI runs its models in the cloud rather than on-device, and the playbook for what Quan sees as a Cambrian explosion of vertical robotics companies.
00:00 The new robotics startup equation
00:41 Intro: GPT-1 moment for robotics
03:05 How AI unlocked robotics (RT-2, PaLM-E)
06:17 Breakthrough: multi-robot scaling (Open-X)
09:12 The real bottleneck: data
13:10 Emergence: zero-shot robot skills
16:01 Real-world demos: laundry & warehouses
22:21 Robotics becomes a data + ops problem
23:16 Cloud-controlled robots (big unlock)
29:03 How to start a robotics company today
32:33 The coming explosion of robotics startups
43:53 What’s still missing (and what comes next)
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