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Field notes on capturing first-person human work and turning it into training-ready data for Physical AI.

Jun 22, 2026 · Robot Learning
Why More Robot Data Isn't Making Better Robots
Teams keep scaling the hours they log, yet a policy that aced the lab still falls over in a new room. The bottleneck in Physical AI was never volume — it's coverage.
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