MIT's Russ Tedrake: Robotics Paradigm Has Shifted, Real Deployment Is Next Milestone

adnothing · x · 2026-08-05

MIT Professor and Toyota researcher Russ Tedrake shared deep insights into the paradigm shift in Physical AI during a recent podcast.

Role of Engineers: ML has outpaced theoretical understanding. Robotics engineers are shifting from first-principles programming to designing experiments and studying system behaviors like scientists.
The Data Problem: Robots don't need to learn from scratch. The field should leverage world knowledge embedded in video and multimodal models, training them to output robot actions.
Real Deployment: Emphasizes humility and empiricism. True deployments expose the long tail of unknown unknowns, marking the next major milestone for the field.
New Venture: Tedrake confirmed launching a stealth Physical AI startup, expressing belief that robotics may finally reach escape velocity.

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