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#video-pretraining
1 articles
01
2026-09-03
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Agents
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★ MEMBER
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PAPER
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13 min read
Paper Walkthrough: ZimaBlue — Turning 120,000 Hours of Egocentric Video into Robot Skill
A ground-up walkthrough of the World Action Model that converts 120,000 hours of action-free egocentric video into robot control: a three-stage curriculum, a 100-D unified action interface, and an asynchronous Slow-Fast pair that takes zero-shot success from 36.1% to 77.8% at a 33 ms control loop.