Xiaomi open-sources U0, a unified model for generating robot training data

As the first unified model in the embodied-generation space, U0 has already validated generation quality, data usefulness and engineering efficiency. In the WorldArena benchmark built by Tsinghua, Peking and others, U0 scored first in the world under an anonymous code, and policies trained on its expanded data lifted task completion by 26.3 per cent in … Read more

Embodied data enters the ‘out-of-box’ era: why robot training needs model-ready data

What ‘model-ready’ means Jianzhi Robotics calls the data it sells ‘Model-Ready Data’, data you can feed straight to a model without rework. It needs three traits at once: high precision, multimodality and diversity. Hand-tracking error of 2-3cm, the industry norm, means the model sees a finger a full digit off, so it grabs through cup … Read more

Xiaomi Open-Sources Robotics-U0, a Unified Model That Manufactures Robot Training Data

Xiaomi has released and open-sourced Xiaomi-Robotics-U0, which it calls the first unified generative model for embodied AI, and the bottleneck it targets is the one everyone agrees on but few have solved: robot training data. Language models drank from the internet; robots have no equivalent “physical-world internet.” Useful data, vision, action and state together, mostly … Read more