Nature Will's Natura-1 gives robot hands zero-shot instruction following and dexterous control
mhdfaran · x · 2026-10-13
Nature Will detailed Natura-1, a model that follows instructions in unfamiliar settings, controls dexterous robot hands, and completes longer tasks while adapting on the fly.
- Zero-shot instruction following: preserves the requested outcome under unseen task conditions
- Dexterous control: dynamically re-adjusts hand contact as an object shifts and rotates mid-grasp, splitting roles between holding and manipulating hands
- Long-horizon adaptation: small perturbations cascade through the task and are corrected in real time
The author illustrates with the example of placing an object in a specific orientation — trivially simple for humans, but requiring continuous re-planning of every contact point for robots.
Related event: Nature Will Unveils Natura-1, a Foundation Model for the Physical World(9 posts)→
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