Natura-1: a physical-world foundation model trained on ~1M hours of egocentric video

lukas_m_ziegler · x · 2026-10-13

naturewill released Natura-1, a general foundation model for the physical world trained on nearly one million hours of egocentric human video, combining dexterous control, zero-shot instruction following, and long-horizon execution. The author highlights long-horizon execution as the hardest and least-demoed capability: task state comes from the task's own history, requiring planning, memory and recovery rather than better grasping.

Related event: Nature Will Unveils Natura-1, a Foundation Model for the Physical World(9 posts)→

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