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How Human Videos Teach Robot Hands

How Human Videos Teach Robot Hands

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A new AI system called PointWAM teaches robot hands by watching over a million videos of people using their hands. Instead of guessing from blurry images, it predicts how fingertips and objects move in 3D space, then copies that motion onto a robot. In tests, this boosted success rates by nearly 57 points and beat strong existing models — including on a real robot arm.

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