AnalysisRoboticsNovember 5, 2026

Mecka's Josh Gao bets on egocentric human video to scale robot data

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Mecka's Josh Gao argues teleoperation data can't scale, so the startup collects first-person video of humans doing real tasks instead. The pitch: robots and humans share a POV and body form, letting human footage act as a robot fleet.

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