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

A Chinese Bionic Robot ‘Too Real’ Triggers Global Uncanny Valley Storm

A bionic robot developed by a Shanghai startup has ignited a fierce debate on overseas social media — not because it failed, but because it looked too human. At the 2026 World Artificial Intelligence Conference (WAIC) in Shanghai on July 17, Shouxing Tech unveiled OriginF1: a desktop-scale bionic android with 26 degrees of freedom across … Read more