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embodied AI robots
Trends
- 1China's embodied AI robots move from lab to real jobs●Out of the robot classroom: China's embodied AI takes on real-world jobs
Chinese state media is highlighting the country's push in embodied AI, robots that learn tasks and then carry them out in real workplaces rather than staying in research settings. The report points to machines moving out of demonstration classrooms into practical jobs in industry and services, part of China's broader effort to lead in humanoid and industrial robotics.
- 2Open-Source Edge Inference Engine Runs Large AI Models on Robots 10.7x Faster▼10.7x Faster: This Open-Source Edge-Side Inference Engine Enables Robot Bodies to Run Large Models Without Lag
A new open-source edge-side inference engine reportedly runs large AI models up to 10.7 times faster directly on robot hardware, eliminating the lag typically caused by sending computations to the cloud. The claim has drawn attention among developers interested in embodied AI, since on-device inference would allow robots to react in real time while keeping costs and latency down. Details on benchmarks and hardware compatibility remain limited so far.
- 3Knowin unveils GLOW framework for household robot learning●Embodied AI company Knowin published a technical report on September 24 for GLOW, a framework designed to let household
Embodied AI company Knowin published a technical report on September 24 for GLOW, a framework designed to let household robots learn a new task from a single complete human demonstration. The approach aims to reduce the training data normally required for robot skills, drawing attention from robotics observers following the Pandaily coverage.
- 4Fully open-source humanoid arm released for physical AI research●A fully open-source humanoid arm for physical AI research
An open-source humanoid arm has been released, designed for physical AI research. The project makes its hardware and software fully available, allowing labs and independent researchers to build, modify and replicate the system without licensing barriers. It reflects a broader push to lower the cost of embodied robotics experimentation and speed up progress in robotics and AI.
- 5SenseTime Launches SenseMart OS for Smart Retail▼SenseTime Launches SenseMart OS to Bring Embodied Intelligence Into Retail
Chinese AI firm SenseTime has launched SenseMart OS, an operating system designed to bring embodied intelligence into retail environments. The system is aimed at powering robots and smart devices that can perceive, interact with, and assist customers in stores. Details about pricing, availability, and retail partners have not yet been widely reported.