UK AI and robotics company Humanoid is expanding its collaboration with Nvidia to jointly develop a high-performance robotic edge runtime for its next-generation humanoid robots. Humanoid is integrating Nvidia Jetson Thor, Isaac OS, Holoscan Sensor Bridge, and the Holoscan SDK to run AI models on the robot body and coordinate perception, reasoning, and control in real time.
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A user proposed an external head-mounted micro-drone companion concept, worn via a headband, hat, or frame, to avoid the surgical risks and approvals of brain-computer interface implants. The design uses ducted fans with safety mesh guards to protect hair, ears, and skin, and relies on proximity sensors and gyroscopes combined with AI to achieve stable hovering that moves with the head; control is via a small remote-control pad or surface neural/gesture signals. The poster asked the community about engineering and safety challenges such as battery weight, noise near the ears, and wind-disturbance stability.
A university robotics lab produced an appearance skin video for its new robot Cherry to compete in China's Robot Crab Challenge 2026. The team posted the full video on YouTube to solicit votes, saying it needs to accumulate likes by October 30.
This week's IEEE Spectrum Video Friday features a whole-body manipulation demo from RAI, though it is hard to tell from the video whether the torso is directly involved. ETH Zurich's Robotic Systems Lab presents a contact-centric learning framework that combines motion imitation and reinforcement learning to let a humanoid adapt autonomously on complex, unstructured terrain.
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GenRobot.AI will debut two next-generation products on November 9–11, 2026, at CoRL 2026 (Booth #200): DAS Ego 2.0, a first-person multimodal data collection system with hand-tracking accuracy within 4 mm, and DAS Dex 2.0, a high-fidelity human dexterous data glove with electronic-skin tactile sensing. The two products cover data collection from full-body motion to tactile sensing, and the company says the two are fully synchronized.
Agility Robotics and Churchill Capital Corp XI expect to raise about $465 million in their SPAC merger, below the $620 million estimated when the deal was first announced in June.
A team from the University of Tartu in Estonia and the Italian Institute of Technology had a moth-inspired robot use an artificial circulatory system to deliver chemical raw materials such as pyrrole, synthesizing a polypyrrole UV sensor in situ where UV light struck, giving the robot a sensing capability it did not originally have.
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The study proposes REA (Routed Embodied Agent), a unified runtime that lets a reasoning-focused System 2, an embodied routing System 1, and reactive System 0 policies collaborate within the same framework, with the core rule that a running policy does not wait on the brain.
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Healthy adult cats accustomed to being alone can usually stay home alone for several hours; a single night is generally feasible, while 24 hours is closer to the limit. Kittens (under 6 months) can be left for about 2 to 4 hours at a time, and senior and sick cats need shorter periods. A 2003 review by Schwartz of clinical records for 716 cats showed that 136 showed signs of separation anxiety, close to one-fifth. A fixed camera can only see one room, whereas Enabot's EBO Air 2 Plus mobile pet camera robot can be controlled via an app to move around the home and check the corners where a cat is hiding; EBO Max is the higher-end model.
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Agibot disclosed nearly 2 billion yuan in first-half revenue and launched a robot "effective intelligent work hours" metric. The metric is used to measure a robot's actual effective operating time; the original text did not elaborate on the specific statistical scope or verification conditions.
Hangzhou-based embodied intelligence company Zhicheng AI announced the completion of a funding round of hundreds of millions of yuan, jointly invested by Hangzhou Capital, Fuzhe Technology, Caitong Capital, and Linglan Capital. The funds will be used for R&D in embodied intelligence and world models and for product commercialization. The company has launched the XR1 wheeled industrial robot and the TR6 humanoid robot; the XR1 has a dual-arm coordinated payload of 50 kg, has entered a NIO factory production line, and has begun scenario testing for Volkswagen. In May this year, Zhicheng AI open-sourced the Chengling Physical World Model 0.1, which it describes as an end-to-end physical world model for robots based on the JEPA architecture.
Unitree Technology plans to invest 20 million yuan through its wholly owned subsidiary Hangzhou Unitree Robotics Co., Ltd. in the Hangzhou Embodied Intelligence Application Pilot Base, in which it holds a stake. This round brings a total of 200 million yuan in new capital from five parties. After the increase, the pilot base's registered capital rises from 100 million yuan to 300 million yuan, while Unitree's stake remains at 10%. The funds are mainly for the base's project construction and business development. In the first nine months of 2026, the pilot base reported operating revenue of 449,600 yuan and a net loss of 15.2047 million yuan.
At its 2026 Innovation Day, AgiBot released WITA-OMNI, an embodied omni-modal end-to-end interaction large model. It ranked first on four benchmarks: Daily-Omni, TimeLens-Bench, EmbSpatialBench, and MMAU, with an average response time of about 600 milliseconds.
Why it matters: AgiBot released an interaction model, a native operating system, and an ecosystem plan all at once, giving readers a way to understand its path to opening up its technology foundation and how it accumulates real-world interaction data.
During a live demonstration at the "2026 World Physical AI Conference and Unitree Partner Ecosystem Conference," Unitree Technology's H2-X humanoid robot, just released on October 21, lost balance and fell sideways while attempting a side somersault landing, and one mechanical lower leg detached from its connection point. The robot is officially named "H2-X Kung Fu Legend Guardian" and is positioned for security and emergency rescue scenarios, with a maximum battery life of about 8 hours. Official promotional videos have shown it kicking in car doors, lifting vehicles, and performing a somersault after jumping down from a platform about 4 meters high. As of the time of reporting, Unitree Technology had not commented on the incident.
Robots are already providing services in several consumer scenarios in Beijing, including an AI pancake-making robot at the Longfusi food street, the Xbot coffee robot at Beihai Park, the Galbot vending robot at a Qianmen subway entrance, and the Robot Flame Research Institute 2.0 restaurant in Yizhuang, covering dining, retail, and interactive experiences. In July this year, the Municipal Bureau of Commerce included embodied intelligent robots in the trade-in subsidy program, offering a subsidy of 15% of the final sale price, capped at 1,500 yuan per item; the Yizhuang robot 4S store sells more than 50 products, and the Unitree Wangfujing direct-sales store mainly promotes the Go2 robot dog.
Taiying Technology Group has built an embodied AI robot mountain-climbing training ground at the foot of Mount Tai, replicating the 3.8-kilometer, more than 3,100-step terrain from Mount Tai's Hongmen Gate to Zhongtianmen, with 11 test tracks for humanoid robots and quadruped robot dogs preparing for the first CMG World Robot Mount Tai Climbing Competition. The training ground includes special tracks such as low-recognition steps, steep, slippery, narrow steps, and S-shaped sharp-turn steps, focusing on assessing environmental perception, dynamic balance, and gait-switching capabilities. It has been selected as one of Shandong Province's first batch of key-supported regional hub training grounds.
Reporters visiting multiple rental companies, robot manufacturers, and platforms in Hangzhou and Ningbo found that daily rental rates for mainstream humanoid robots have fallen from about 15,000 yuan at the market's peak to 1,000–2,000 yuan, with some platforms listing trial rates of 100–200 yuan per day. At the same time, some institutions predict that China's robot rental market could grow from about 1 billion yuan to 10 billion yuan by 2026.
Google DeepMind has released Genie 4, a new-generation world model that supports real-time generation of explorable virtual worlds, modification of weather and scenes, simulation of physical effects such as collisions and gravity, and simultaneous generation of ambient sound effects and character dialogue. Genie 4 is Google's first real-time world model to support native audio generation; it is also integrated with Gemini 3.8 Flash as a real-time guiding agent, with Gemini understanding goals, observing the environment, and deciding the next action.
In an appearance on The Verge's Decoder podcast, Bill Gates said AI is the most dangerous technology in human history and argued that society needs to prepare for a turbulent transition period of about 20 years. He warned that models without safety safeguards could be used for cyberattacks and bioterrorism, that the disappearance of white-collar jobs and humanoid robots taking over blue-collar labor will deepen divisions, and that regulatory responsibility should be assigned to governments, as with aviation and automobile safety, rather than relying on companies to police themselves.
Morgan Stanley released its 2026 China Humanoid Robot Survey Report, surveying 94 domestic manufacturing, industrial, and service-sector companies. 64% plan to launch pilots or formal projects within the next three years, slightly above 62% in 2025. However, deployment expectations with an end-2027 target were broadly lowered: compound robots fell from 64% to 50%, wheeled humanoids from 58% to 36%, and bipedal humanoids from 41% to 22%, with overall deployment plans delayed by about one year compared with a year earlier. 72% of surveyed companies believe the unit price for large-scale rollout should be kept under 100,000 yuan, and 82% require investment payback within 3 years.
D-Robotics and Unitree Robotics have formed a partnership to jointly build robot solutions for education scenarios, starting with the Sunrise S100 computing platform and later expanding to the full Sunrise S and X platform lines. The Sunrise S100 is a mid-range compute platform for embodied intelligence, offering 80-128 TOPS of on-device inference compute and supporting multi-camera input and local inference of multimodal large models. The first phase will create standardized training solutions for universities, vocational schools, science and innovation competitions, and youth AI education; after the education scenarios are validated and mature, the partners will expand to industrial scenarios.
Daxiao Robotics, in collaboration with Nanyang Technological University's S-Lab, has released Mundo, a world model that reconstructs 1 to 12 real-scene images into an explorable, physically interactive 3D simulation environment. The model has built-in physical properties, with MuJoCo computing object motion under gravity and contact constraints, and it supports training-data generation and policy testing for tasks such as navigation and pick-and-place. The team has reconstructed a hotel floor and laundry area for training service robots on navigation and interaction tasks.
Hangcha Group is positioning itself in physical AI with its AI-Fork full-series intelligent forklift robots and the LogiMind industrial embodied intelligence large model, and plans to launch new products at the fourth Global Dealer Conference on November 10. Global forklift stock stands at about 12 million units, while unmanned forklift penetration in 2025 is only around 2%; Hangcha aims to lower deployment barriers through environment understanding and task planning capabilities. Its technology portfolio also extends to Hangcha Guazi's latent transport robots, bin robots, and the X1 wheeled humanoid robot.
The 2026 Embodied Picking and Loading/Unloading Robotics Industry Forum is now 5 days away. The forum focuses on robotic applications of embodied intelligence in picking and loading/unloading scenarios; the original text did not disclose the specific agenda, attending guests, or venue.