Embodied AI gives models a physical body — arms, wheels, sensors. Follow the race to make LLMs act in the real world.
1455 articles
The article argues that Physical AI’s expansion across autonomous driving, robotics, and manufacturing will make LiDAR a major beneficiary. Hesai is gaining ground in ADAS shipments and maintains higher gross margins, while RoboSense is growing rapidly in robotics and cost-sensitive applications.
虎嗅 · 44d ago
NVIDIA examines how World Action Models can help robot manipulation policies generalize beyond their training demonstrations. Instead of merely imitating actions, these models aim to capture task-level physics and adapt to changes in object shape, position, and lighting.
NVIDIA Developer Blog · 44d ago
The article contrasts the United States’ ambition to pursue AGI and autonomous intelligent agents with China’s emphasis on deploying AI in factories, hospitals, vehicles, government, and retail. It argues that the two approaches reflect different capital models: long-horizon, vision-driven funding in the U.S.
虎嗅 · 45d ago
Chinese robot maker AI² Robotics is reportedly considering an initial public offering in Hong Kong. The potential listing would seek to capitalize on investor interest in the rapidly growing robotics sector.
Bloomberg Technology · 45d ago
自变量推出 HOST 技术，主打让机器人通过观看短视频学习新的操作技能。该概念将机器人家务训练从人工示范与专门编程，推进到更类似消费内容学习的模式。
Ifanr (爱范儿) · 46d ago
Couwa Robotics' Chief Scientist Yang Xue discusses the transition of embodied AI from lab demos to real-world deployment. The focus is on reducing task completion time variance and improving error recovery in complex urban environments.
虎嗅 · 46d ago
Shanghai-based robotics firm AgiBot is moving toward a Hong Kong IPO, having appointed Citic Securities, CICC, and Morgan Stanley as sponsors. The company recently restructured into a joint-stock limited firm to facilitate the public listing process.
SCMP Technology · 58d ago
BrainCo showcased a new BCI platform that translates neural signals from an EEG headset into physical commands for robots. The system supports various hardware including humanoid robots, robotic arms, and robot dogs.
TechNode · 59d ago
Pudu Robotics introduced its 'One Brain, Many Forms' strategy at WAIC, centering on the integration of PuduFM and PuduAgent. This approach aims to standardize the AI brain across various robotic hardware platforms to scale deployment.
量子位 · 61d ago
At the World Artificial Intelligence Conference (WAIC), new robotics solutions were showcased that move beyond simple demos to demonstrate real-world task execution. These robots highlight the industry's shift toward embodied AI that can perform actual work.
量子位 · 62d ago
Collaborative robot manufacturer Dobot (2432.HK) is facing a significant equity dispute involving a co-founder just days before its A-share IPO review. The conflict centers on a 47% discrepancy in employee shareholding platform ownership, potentially impacting its market debut.
虎嗅 · 62d ago
Unitree (宇泛智能) debuted its new 'Lingmao' robot dog at the WAIC event, showcasing its ability to perform continuous 720-degree backflips. This marks a significant advancement in the agility and motion control capabilities of quadrupedal robots.
量子位 · 62d ago
The 2026 World Artificial Intelligence Conference (WAIC) highlights a shift toward industrial application, with embodied AI and the 'Token' economy emerging as the primary commercial drivers. Industry focus has moved from theoretical research to measurable ROI in real-world scenarios like manufacturing and logistics.
虎嗅 · 62d ago
Foundation Future Industries, a robotics firm advised by Eric Trump, is actively exploring the development of humanoid robots for military and 'kinetic' applications. The company is positioning its technology to move beyond industrial use cases into defense sectors.
Wired AI · 63d ago
LimX Dynamics has released a new demo showcasing the capabilities of their humanoid robot. The release highlights the competitive landscape in embodied AI, drawing a reaction from Figure AI.
量子位 · 64d ago
Boston Dynamics is testing its quadruped robot, Spot, for last-mile delivery tasks. The robot is designed to ride in delivery vans and autonomously navigate from the vehicle to the customer's doorstep.
The Next Web (TNW) · 64d ago
A researcher seeks critical perspectives on JEPA-like models, questioning their superiority over existing LLM and RL paradigms in robot learning. The discussion aims to identify potential red flags and limitations in LeCun's proposed architecture compared to other world model approaches.
Reddit r/MachineLearning · 64d ago
The first Yangcheng Lake Peninsula AI Carnival showcased various AI applications in sports, healthcare, and retail. The event aims to bridge the gap between AI development and real-world user feedback in a high-traffic tourism environment.
36氪 · 65d ago
Xiaomi has significantly improved its humanoid robot's performance in automotive factory settings. The robot's success rate for self-tapping nut loading tasks has increased to 98%, nearly matching human efficiency.
TechNode · 65d ago
Xiaomi's humanoid robot has been undergoing a four-month internship at their automotive factory. It is currently reported to be at 99% readiness for full-time deployment.
Ifanr (爱范儿) · 65d ago
Boston Dynamics is testing a new conveyor belt attachment for its Spot robot. This innovation aims to automate parcel loading and delivery, reducing physical strain on logistics workers.
cnBeta (Full RSS) · 65d ago
Boston Dynamics is testing a new conveyor belt accessory for its Spot quadruped robot to automate package delivery from vehicles to doorsteps. This initiative aims to solve the 'last-mile' problem by leveraging the robot's ability to navigate stairs and complex terrain.
The Verge · 65d ago
LimX Dynamics has secured $200 million in new funding to accelerate its path toward a Hong Kong IPO. Founder Zhang Wei emphasized that the company prioritizes sustainable commercial logic over aggressive revenue gambling in the embodied AI sector.
量子位 · 66d ago
This article analyzes the investment landscape of automotive CVCs in the embodied AI sector. It highlights why automakers prioritize founders with deep engineering backgrounds over pure academic researchers.
钛媒体 · 67d ago
Nubia is launching the iMoochi AI pet robot, designed for emotional companionship and life-like interaction. It features personality development, touch sensitivity, and a unique language system to avoid the 'uncanny valley' effect.
IT之家 · 67d ago
Unitree founder Wang Xingxing predicts that robots will become consumer-grade platforms, similar to the evolution of PCs 30 years ago. He highlights their role in AI innovation, education, and commercial engagement.
IT之家 · 68d ago
Excelland Robotics deploys robots for practical tasks such as hotel deliveries, campus transport, elevator navigation, and underground-car-park cleaning. The article highlights how autonomous machines operate in real-world commercial environments with minimal public attention.
TechNode · 9d ago
The article examines whether embodied robots can move beyond demonstrations to perform supermarket shelf-inventory tasks in real stores. Two companies are reportedly testing whether these systems can deliver accurate, scalable retail accounting across a network of approximately 70,000 stores.
量子位 · 9d ago
Researchers at New York University Tandon have introduced ScaFi, a biomimetic robotic fish designed to move like a real fish. Its body can expand or contract on demand, enabling exploration across aquatic environments with different depths and scales.
cnBeta (Full RSS) · 9d ago
EcoPro plans to join South Korean battery-materials companies targeting the humanoid robotics market. The sector expects lighter and more powerful batteries for robots to create a growth opportunity beyond electric vehicles.
Bloomberg Technology · 10d ago