One of the most star-studded “fusion” papers of the year in video generation and embodied intelligence has just appeared. A few days ago, a paper titled Masked Visual Actions for Unified World Modeling landed on arXiv. It has not yet spread through the academic circuit, but it is about to blow up. The author list … Read more
The industry has spent two years caught between hype and weak deployment, with launches refreshing motion specs while most firms stayed at hundred-unit pilots. MagicLab argues 2026 is the pivot point where competition shifts from demo effects to hard delivery. Its physical-AI-native approach pairs a self-developed general model with modular products, and this year it … Read more
The round drew top-tier global capital from China, Europe, the Middle East, North America and Southeast Asia, a spread the company frames as a vote of confidence in embodied AI’s long-term value. New investors include IDG Capital, Lens Technology, the pan-European industrial group G.G.G.Group, Redstone VC, Huashan Capital and the Hefei Binhu state industrial fund, … Read more
Unitree, the Hangzhou humanoid-robot maker, has set its IPO offer price at 150.80 yuan per share, valuing the company at 60.9 billion yuan (roughly 8.5 billion US dollars) and pulling in 1.9 billion yuan more than the shares on offer. Institutions pushed the price about 45 percent above the preliminary estimate, a repricing that lands … Read more
Tesla’s product play Tesla targets a 20,000 to 30,000 dollar Optimus, roughly the price of a Model Y, by reusing its motor, battery-management and sensor supply chain and driving cost down through scale. The deeper move is the data flywheel: with more than a thousand Optimus units inside its own factories by 2026, each robot … Read more
How the lead was built The share is the product of a complete high-end equipment chain. The core parts a robot needs, 3D vision, precision reducers, servo motors and control systems, all have mature domestic suppliers with high efficiency, fast iteration and low production cost. On the demand side, an ageing population and rising manufacturing … Read more
A Nikkei teardown of a low-cost Chinese humanoid has stirred debate in Japanese engineering circles, with veteran roboticists conceding that China’s mass-production logic, not raw component precision, now sets the tempo of the field. The details that stung The engineers were struck less by headline tech than by unglamorous choices. The screw threads felt unusually … Read more
Learning the outcome, not the motion HOST, for Human-to-robot One-Shot Skill Acquisition, has the robot watch an average 29-second human video and reproduce a new skill with 62 per cent success. The key design choice is to ignore the exact human movement and instead understand the task’s outcome, the change in the world, then plan … Read more
The brain, not the body Lingbo was founded in December 2024 as a wholly owned Ant Group unit with 100 million yuan of registered capital. Its thesis mirrors that of US firm Physical Intelligence: do not build the hardware, build the general intelligence that any robot can run. In July it released the LingBot 2.0 … Read more
The brain, not the body Lingbo was founded in December 2024 as a wholly owned Ant Group unit with 100 million yuan of registered capital. Its thesis mirrors that of US firm Physical Intelligence: do not build the hardware, build the general intelligence that any robot can run. In July it released the LingBot 2.0 … Read more