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Natura-1

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Natura-1 is Nature Will’s first general robot foundation model. It learns from huge amounts of human video and turns everyday instructions into skilled two-handed actions.

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Specifications and details:

Nationality China
Website https://www.naturewill.com/
Model type Foundation Model
Manufacturer Nature Will
Release date October 13, 2026

Description

Natura-1 is the first foundation model from Nature Will, a physical AI lab based in Beijing, China. The company calls it a general model for the physical world, and it shared the model as a research preview in October 2026. Natura-1 learns mostly from human experience. For example, its training draws on more than one million hours of first-person video of people doing everyday tasks. It then adds only a small amount of robot data on top. This approach matters because robot data is slow and costly to collect, while human video is plentiful.

Natura-1 lets a robot follow spoken or written instructions and act on them with two dexterous hands. It can also handle tasks it has never seen, and it adjusts and retries when something goes wrong. In company demos, the robot makes wontons, packs boxes and serves tea over several minutes. The model also predicts what the scene will look like next, so it works partly as a world model. However, Nature Will has not released the weights, an API or a sign-up path yet. Instead, the preview marks the lab’s first public step toward general physical intelligence.

New Report

The Humanoid Robot Supply Chain

Supplier Strategy and Market Positioning 2026–2027

Get the Report

New! 2026 Humanoid
Robot Market Report

198 pages of exclusive insight from global robotics experts — uncover funding trends, technology challenges, leading manufacturers, supply chain shifts, and surveys and forecasts on future humanoid applications.

Aaron Saunders
Featuring insights from Aaron Saunders, Former CTO of Boston Dynamics,
now Google DeepMind
Get the Report
New Report

Humanoid Foundation Models

The brains are being rebuilt

Get the Report

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Website: https://www.naturewill.ai/blog/natura-1?lang=en