RoboStrategy
@RoboStrategy
Focused on robotics and physical AI.
Not investment advice. Investing involves risk.
加入 July 2025
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Congratulations to portfolio company @DynaRobotics on the launch of Dyna-2.
Pre-trained entirely on human video, Dyna-2 represents a meaningful step toward making physical AI scale more like software, potentially accelerating iteration, improvement and commercial deployment.
A significant milestone for Dyna and the broader robotics industry.
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Today we are introducing Dyna-2, a world-action model pre-trained on one million hours of human video. At this scale, for the first time, we discovered several new scaling laws:
• world-action models exhibit scaling law on human data across four orders of magnitude, from 1000 to 1,000,000 hours,
• this human data scaling law implied a scaling law on never seen robot data,
• both data and objective matter; world modeling and scaling on video data are essential for cross-embodiment scaling transfer to emerge
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