robot data

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

by

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

by

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