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Jim Fan(@DrJimFan)

Teleop is so 2025. Ever since we unveiled EgoScale and the dexterity scaling law, it's been clear to...

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Teleop is so 2025. Ever since we unveiled EgoScale and the dexterity scaling law, it's been clear to...
AI 深度提炼
  • 遥操作(Teleop)正被行为克隆取代,成为机器人学习新范式
  • EgoScale与灵巧性扩展定律为人类数据驱动的机器人训练提供基础
  • 2026年重点是通过人类中心视角数据实现机器人学习规模化
#机器人学习#行为克隆#EgoScale#AI#NVIDIA
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Jim Fan on X: "Teleop is so 2025. Ever since we unveiled EgoScale and the dexterity scaling law, it's been clear to us and the ecosystem that behavior cloning directly from humans is the way to break the curse of teleop. 2026 is all about scaling robot learning without robots." / X

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![Image 2](http://x.com/DrJimFan)

Jim Fan

@DrJimFan

Teleop is so 2025. Ever since we unveiled EgoScale and the dexterity scaling law, it's been clear to us and the ecosystem that behavior cloning directly from humans is the way to break the curse of teleop. 2026 is all about scaling robot learning without robots.

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Danfei Xu

@danfei_xu

·

Mar 23

Introducing EgoVerse: an ecosystem for robot learning from egocentric human data. Built and tested by 4 research labs + 3 industry partners, EgoVerse enables both science and scaling 1300+ hrs, 240 scenes, 2000+ tasks, and growing Dataset design, findings, and ecosystem !Image 4: 🧵

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5:41 PM · Mar 23, 2026

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  • ![Image 6](http://x.com/DrJimFan) Jim Fan @DrJimFan Follow Click to Follow DrJimFan NVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.
  • ![Image 7](http://x.com/danfei_xu) Danfei Xu @danfei_xu Follow Click to Follow danfei_xu Faculty at Georgia Tech @ICatGT , Human Data for GR00T @nvidia | I like robots | all opinions are my own

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