SMRTR Science & EngineeringAug 10, 2026Interesting Engineering

Humanoid robots trained on 1M hours of human video achieve up to 90% task success

SMRTR summary

Dyna Robotics trained its DYNA-2 robot model on over 1 million hours of human video, skipping traditional robot training data entirely. This pushed manufacturing task success rates from 20% to 80-90% and doubled performance on instruction-following tasks, potentially solving the data bottleneck that has long limited robot capabilities.

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