What kind of companies will win in physical AI?
Companies that own real-world sensor infrastructure — fleets, factories, medical devices, home hardware — rather than generalist software labs. Owning the pipeline that captures physical data at scale is becoming the actual moat in physical AI, not model architecture alone.
Answered in
AI Didn’t Run Out of Data. It Ran Out of RealityPhysical AI isn't stalling from bad data — it's stalling from missing sensors. Here's why robots can't scrape the real world.
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