World's Top Researcher on AI, LLMs, and Robot Intelligence

Sergey Levine, co-founder of Physical Intelligence, joins the show to discuss the frontier of general-purpose robotics. Unlike traditional robots designed for specific tasks, Levine is building foundation models that enable robots to understand and interact with the physical world generally. They explore the shift from specialized bots to "physical intelligence," the parallels between LLMs and robotic learning, and how end-to-end AI models are solving complex motor control problems. Levine also covers the challenges of data collection, the "Robot Olympics" benchmarks, and realistic timelines for when robots might actually fold our laundry. This is a deep dive into the technology that could spark a Cambrian explosion in hardware and automation. #robotics #AI #machinelearning #physicalintelligence #automation #futuretech #deeplearning #techinvesting #investlikethebest #sergeylevine Timestamps: 0:00 Intro 2:39 Defining Physical Intelligence 5:19 The Challenge of Building General Models 6:34 The Stakes and Future of General Purpose Robotics 8:15 Pros and Cons of Humanoid Robots 10:12 Historical Milestones in Robotics Research 15:31 Combining Generative AI and Deep RL 21:24 Moravec's Paradox 25:33 Kitchen Robots 29:30 Simulation vs. Real-World Data 30:48 The Robot Olympics 36:31 The Physiological Reality of Embodiment 38:56 Controversies in the Robotics Community 44:18 What Makes a Great Researcher 48:27 How Businesses Should Prepare for Robotics 54:09 Tracking Progress Through Research Papers 57:02 The Next Step: Mid-Level Reasoning 1:02:00 The Kindest Thing Presented by Ramp: https://ramp.com/invest Sponsored by Vanta, WorkOS, Rogo, and Ridgeline: https://www.vanta.com/invest https://workos.com/ https://rogo.ai/invest https://www.ridgelineapps.com/ ****** Patrick O'Shaughnessy is the CEO of Positive Sum. All opinions expressed by Patrick and podcast guests are solely their own and do not reflect the opinion of Positive Sum. This podcast is for informational purposes only and should not be relied upon as a basis for investment decisions. Clients of Positive Sum may maintain positions in the securities discussed in this podcast. To learn more, visit psum.vc