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Nov 4Wed
  1. New Strategy Robotics30

    CeMAT ASIA 2026: Physical AI integration lowers the barrier to deploying smart logistics solutions

    CeMAT ASIA 2026 opened at the Shanghai New International Expo Centre, with an 85,000-square-meter exhibition area bringing together more than 950 companies; physical AI integration was the most prominent technology theme. Unmanned forklift brands including Anhui Heli and Hangcha Group upgraded through physical AI modules, raising dynamic obstacle-avoidance precision in ultra-narrow aisle operations by 40% and compressing response speed in human-machine mixed-traffic scenarios to the millisecond level. Companies including Geek+ and Hikrobot showcased multi-model collaborative operation solutions; physical AI enables different devices to autonomously align their operating rhythms and reduces the manual intervention rate in fleet scheduling.

  2. Robohub22

    AIhub coffee corner: Are humanoid robots the future of embodied intelligence?

    The AIhub coffee corner roundtable discussed whether humanoid robots represent the future of embodied intelligence. Participants noted that recent advances in hardware, algorithms, and training methods have driven leaps in capability, and that modern humanoid robots mostly use learning-based controllers and achieve walking through sim-to-real transfer.

  3. 36Kr Embodied Intelligence38

    After TypeSafeAI's decision model Jev goes viral, why does the physical world need on-device streaming multimodal decision-making?

    TypeSafeAI released the decision model Jev, which outputs only yes/no, option numbers, or probability scores. Within weeks of launch, users exceeded one million, about one-third of Fortune 500 companies began using it, and its valuation rose from about $200 million to $7.5 billion in 24 days.

  4. 乐聚机器人 · 微信公众号40

    OpenAtom Open Source Foundation's OpenLET Embodied Intelligence Developer Conference Held in Shijingshan, Beijing

    On November 3, the OpenAtom Open Source Foundation's OpenLET Embodied Intelligence Developer Conference was held in Shijingshan, Beijing, with more than 300 developers and representatives of over 40 embodied intelligence companies attending; five announcements and signings were completed on site. The Shijingshan District Government opened Shougang Park as a real-world training ground and announced the Shougang Park Humanoid Robot Obstacle Race, while China Automation opened application scenarios such as flexible automobile assembly and intelligent warehousing and logistics.

  5. 钛媒体58

    Midea's self-developed RV reducer passes 8,000-hour validation and enters mass production

    The self-developed RV reducer from Midea's Blue Orange Laboratory has passed an 8,000-hour life validation under constant-load conditions and a 3,000-cycle reciprocating impact validation, with machining accuracy deviation on complex curved surfaces controlled below 2-3 microns. It has been trialed on KUKA robots and has entered mass production. The component went through dozens of iterations over five years, and the team added an allowable bending moment force on top of rated-condition testing, making it stricter than the national testing standard. Xu Yi, director of Midea's AI Research Institute, also described the sequence for deploying embodied intelligence, with industrial scenarios first; success rates for line screw-fastening and parts sorting have reached over 99%.

  6. IEEE RAS27

    IROS 2026 plenary: NASA, JAXA and academia discuss space robotics

    An IROS 2026 plenary session focused on space robotics, with experts from NASA, JAXA and academia discussing the roles of robots in lunar exploration, human spaceflight and in-orbit operations. After pausing the Gateway program, NASA shifted to the MoonBase project, with an initial operating capability targeted for 2029; robots will be needed to build modules, transport supplies and enable in-situ resource utilization. JAXA's MMX mission sampling robot needs to collect more than 10 grams of regolith in under a minute.

  7. OFweek Robotics60

    Why embodied intelligence's first major commercial test is in warehousing and logistics

    Warehousing and logistics is seen as the scenario closest to real production for embodied intelligence, because it combines high-frequency real demand, a semi-structured environment, and quantifiable business metrics. The article divides the players into three groups: embodied intelligence startups, traditional logistics equipment companies, and end logistics enterprises such as JD Logistics, SF Express, and China Post, which respectively hold technology, systems, and scenario resources.

  8. 雷科技56

    Robots aren't selling yet, but the business of selling training data is already booming

    Leikeji observed that companies providing collection, annotation, and training services for humanoid robot training data are emerging, with approaches including centralized training grounds, crowdsourced collection, and full-chain services. The report notes that bringing a single robot skill to a deliverable level may require 2,000 to 5,000 hours of training data. Mifeng Technology, under AgiBot, launched crowdsourced collection in September and had reached 40 cities by October, with participants earning 10 to 30 yuan per hour.

  9. OFweek Robotics38

    Who will unveil their humanoid robot first in November: Optimus V3, Figure 04, next-generation Apollo

    The launch windows for Tesla's Optimus V3, Figure 04, and Apptronik's next-generation Apollo overlap heavily, clustering between November-December and 2027. Musk said Optimus V3 may release a video demonstrating non-preprogrammed movements within one or two months, and Tesla's December 3 shareholder meeting is seen as a high-probability observation point; Figure 04 completed design lock in May and has entered production preparation, with outside predictions putting its launch window between late 2026 and early 2027.

  11. 机器人全球资讯 · 微信公众号20

    Academician Dai Qionghai: The Future Understanding and Creation of Artificial Intelligence

    Academician Dai Qionghai proposes building a new generation of artificial intelligence starting from brain science, with cognitive computing as the bridge, supported by multimodal circuit observation and multilevel cognitive models. He points out that current AI has limitations in robustness, transferability, energy efficiency, and adaptive capability, and uses the Moravec paradox to explain why robots struggle to understand scenes and object relationships. Tsinghua uses the RUSH-II whole-brain imaging system to observe neuronal connections and has built the PANDA 1-billion-pixel large-scene multi-object data platform.

  12. 电子工程专辑 · 微信公众号58

    Embodied AI talent scramble: rumors of 100,000 monthly pay for interns and a 1 million talent gap

    The embodied AI industry is seeing high-salary talent poaching, with a startup reported to have offered an intern who has not yet graduated a monthly salary of 100,000 yuan, though the report notes this is an isolated offer rather than the general market rate. Maimai Gaopin data shows that from January to July 2026, newly posted embodied AI positions grew 6 to 7 times year on year; a Beijing Institute of Technology survey shows a talent gap of 1 million people, and the supply-demand ratio for embodied AI R&D roles is 1:10. The article attributes the talent scramble to more than 93.5 billion yuan in financing in the sector in the first half of 2026, while cautioning that high-salary hiring does not equal technological breakthroughs or orders landing; UBTECH and Dobot remained loss-making in the first half.

  13. 电子工程专辑 · 微信公众号55

    In the First Year of Mass Production for Humanoid Robots, Why Joint Testing and the Path from Simulation to Real-World Validation Determine Success

    The article notes that humanoid robots are moving from demonstrations to mass production, but the manipulation success rate drops sharply from 89.4% in simulation environments to 12% in real home scenarios, and reliability must be supplemented by a testing system. Integrated joint modules account for about 40% of the BOM cost of the complete machine, and GB/T 43200-2023 has provided a testing framework in four categories: motor performance, control performance, positioning accuracy, and mechanical performance. NI uses a cRIO joint test bench and a hardware-in-the-loop simulation solution based on Isaac Sim, PXI, and RDMA to try to insert an HIL stage between pure simulation and real machines, narrowing the gap in migration from simulation to reality.

Nov 3Tue
  1. 36氪 · 微信公众号20

    Unitree G1 Developer Edition robot withdraws from first CMG World Robot Mount Tai Climbing Competition due to overheating

    The first CMG World Robot Mount Tai Climbing Competition kicked off in Tai'an. A Unitree G1 Developer Edition robot, the same model featured in the Spring Festival Gala, withdrew due to an overheating failure during the climb and was carried down the mountain by staff on a stretcher. The course is 3.9 kilometers long with more than 3,100 steps, and other robots on site climbed unsteadily and needed towing assistance to finish the competition.

  3. 新智元 · 微信公众号38

    How Tencent Cloud AI Infra Supports Embodied Intelligence: Manifold Space, Machine Science, and Zeroth's Compute, Storage, and Network Practices

    At the 2026 Tencent Global Digital Ecosystem Summit, Tencent Cloud showcased AI Infra deployments in embodied intelligence. Manifold Space used a cluster of 512 domestic chips to train stably, improving training performance nearly 3x in about two weeks. Machine Science built a unified data lake in Nanjing with COS, enabling cross-region direct reads of the same data between Beijing and Nanjing and saving tens of millions of yuan that would have gone to building high-performance storage in both locations. Zeroth used COS to handle PB-scale data across multiple campuses in Shanghai, North America, and Europe, with MetaInsight helping engineers quickly extract high-value segments.

  4. 世界人工智能大会 · 微信公众号8

    WAIC UP! Global Launch Event to Land at Hong Kong Science Park in December: Three Questions and Three Answers on AI Industrialization

    The WAIC UP! Global Launch Event (proposed) will be held at Hong Kong Science Park on December 10-11, 2026, using a "Three Questions and Three Answers" agenda to address three industrial issues: technology bets, order acquisition, and overseas compliance. The first day focuses on large models and Agentic AI, compute and energy infrastructure, and robotics and mobile agents; the second day features AI4S and advanced manufacturing sessions, debuts the first batch of RMB 10 billion in procurement demand, and includes an overseas expansion session and an international investment and financing roadshow.

  5. 钛媒体22

    From consumer internet to industrial AI, Dubai investors seek new Chinese targets

    Dubai investment institutions are shifting their focus from consumer internet to industrial AI, robotics, manufacturing, and supply chains. Noor Sweid, founder of Global Ventures, said its focus leans toward enterprise services and industrial scenarios. In the first half of 2026, UAE startups raised 895 million USD, up 53% year on year, accounting for 66% of financing in the Middle East and North Africa region. Investors stressed that domestic industry rankings cannot replace validation in overseas markets; products need to adapt to local demand and build up delivery and local partnership capabilities.

  6. OFweek Robotics60

    Cninfo Analysis: Why Renting Beats Building in the Robot Business

    An analysis by Cninfo WAVE argues that robots have yet to enter factories and homes at scale, instead surging first into commercial performances, exhibitions, elderly companionship, and other scenarios, spawning a secondary-development and rental ecosystem. Daily rental for humanoid robots has fallen from a peak of 30,000 yuan a year ago to under 2,000 yuan for basic models, while QingTianZu has reached a valuation of 7 billion yuan; yet a robot 6S store in Guiyang still shows a 40% gap between monthly revenue and costs. The author judges this to be a transitional commercialization stage between demo and commercial deployment, with rental vacancy rates and store operating costs as the main risks.

  7. OFweek Robotics62

    Lens Technology's Kunshan humanoid robot line reaches 100 units per day, plans to extend into ODM

    Lens Technology's investor relations record disclosed on November 1 shows that its Kunshan base humanoid robot production line has achieved a daily output of 100 units, with plans to reserve capacity of more than 10,000 units per month each for its customer's Q series and T series. The company said its cooperation model will extend from OEM whole-machine manufacturing to ODM collaborative design and manufacturing, and that it has participated in the development and testing of joint modules, DCU controllers, and OmniPicker grippers for AgiBot's Lingxi X1. In the first three quarters of 2026, Lens Technology's revenue fell 10.74% and net profit fell 50.06%, with new businesses such as robotics accounting for less than 10%.

  8. OFweek Robotics60

    From storytelling to crunching the numbers: will the robot company IPO feast end?

    Unitree Technology listed on the Shanghai Stock Exchange on August 19 at 150.8 yuan per share, with its market value briefly exceeding 440 billion yuan before falling below 170 billion yuan, then recovering to 267.824 billion yuan at the November 2 close. The article argues that this fluctuation marks an industry turning point, with companies such as AgiBot and Weiyi Intelligent Manufacturing successively delaying their listings; primary-market financing continues, but valuation approaches are shifting toward performance and orders. The author notes that robot IPOs have not cooled off; rather, the industry has become more rational, and only companies that can achieve sustainable gross margins in a single scenario are qualified to enter the next round.

  9. 极客公园58

    Xinyan Robotics launches Bubbo 1 embodied family agent, priced at 9,499 yuan

    Xinyan Robotics officially launched the embodied family agent Bubbo 1 on October 29. The plush-shaped robot runs on the self-developed Bubbo OS and focuses on companion-style interaction in which it actively approaches and responds to people. It is priced at 9,499 yuan, with an early-order price of 7,999 yuan for the first 1,000 buyers.

  10. 36Kr Embodied Intelligence22

    From youth employment to consumer scenario innovation: What does "AI+" bring to the coffee industry ecosystem?

    At the "AiPartner Bringing AI to the Frontline — Ningbo Coffee Life Week Scenario Innovation Exchange," hosted by the Yinzhou District Development and Reform Bureau of Ningbo and 36Kr, Meike's AI flexible multi-category unmanned beverage robot entered the coffee retail scenario with a 1.4-square-meter device, 24/7 unattended operation, and 60-second production.

  11. 雷科技42

    Embodied AI Brains in Fierce Competition: 9 Leading Companies Pursue 4 Technical Routes, Brain-Inspired Architecture Emerges

    Zhizhi Pingfang released NeuroVLA, a brain-inspired embodied intelligence system designed with a three-layer structure of cortex, cerebellum, and spinal cord; the spinal cord layer is driven by a spiking neural network, consumes 0.4 watts, and completes a reflex within 20 milliseconds after a collision. Qianxun Intelligence's Spirit v1.6 ranked first overall in the RoboArena evaluation, surpassing NVIDIA Cosmos3 and Physical Intelligence's π0.5. Leading companies have formed four routes—world-model-native, VLA and world model fusion, brain-inspired architecture, and unified model—but there is still no unified classification standard.

  12. OFweek Robotics58

    Wangyuan Technology receives overseas listing filing approval, vies to become first Hong Kong-listed pool robot stock

    Wangyuan Technology received a CSRC overseas listing filing notice on October 30 and plans to issue no more than 12.6886 million shares in a bid for a Main Board listing on the Hong Kong Stock Exchange. Its prospectus shows revenue rose from 378 million yuan in 2023 to 812 million yuan in 2025, while net margin fell from 16.1% to 12.4% and sales and marketing expenses reached 303 million yuan in 2025.

  13. OFweek Robotics50

    Rockchip and SigmaStar Combined Q3 Net Profit of 1.174 Billion Yuan: Robot "Cerebellum" and "Eyes" Chips

    Rockchip and SigmaStar reported a combined net profit of 1.174 billion yuan in Q3 2026, with Rockchip at 473 million yuan for the quarter, up 90.49% year on year, and SigmaStar at 701 million yuan, up 752.76% year on year. Rockchip's RK3588, RK3576 and other chips handle robot visual recognition, 3D mapping and path planning, and the company has launched a multi-sensor data acquisition solution; SigmaStar shipped more than 10 million robot vision chips in 2025 for a 23% global share, and its SSU9366 targets outdoor and companion robots.

  14. 36Kr Embodied Intelligence12

    36Kr WISE2026 "Embodied Intelligence & Culture, Commerce and Tourism" Sub-forum to Be Held in Beijing Yizhuang on November 26

    The 36Kr WISE2026 "Embodied Intelligence & Culture, Commerce and Tourism" sub-forum is scheduled to be held on November 26 at the National Information Technology Application Innovation Park Conference Center in Beijing Yizhuang, under the theme "The 'Cyber Scene' of Culture, Commerce and Tourism: Embodied Intelligence Activates New Consumer Tracks." Demand-side parties including Zhuhai Wanda Commercial Management Group, Joy City Holdings (Joy Life), and Longfor Group have confirmed their attendance. A dedicated matchmaking session will be held on site, allowing scenario demand-side parties and technology companies to communicate face to face on adaptation solutions, costs, and pilot conditions. The sub-forum will also feature a roundtable discussion on implementation thresholds and long-term operations, and will release the "2026 China Embodied Intelligence Legal Services White Paper."

  15. 锐曼REEMAN38

    REEMAN AMR Forklifts in Real Pallet-Handling Workflows: From Receiving and Production to Shipping

    REEMAN published three verified AMR forklift pallet-handling deployments: in Huzhou, Ironhide 3.0 moves 1.5-ton pallets along a route of about 47 meters, with daily throughput of 160–200 trips; in Jingmen, Ironhide passes through two electric doors and interfaces with a stretch-wrapping machine, at about 75 cycles per day; in Shanxi, a Rhinoceros 1.5-ton stacker handles high-level handoffs in the packaging area.

  16. 钛媒体60

    Stardust Intelligence's Lai Jie: Using AOS to Connect General Large Models with Embodied Models

    Stardust Intelligence founder Lai Jie said the company does not compete with general large models; instead, through Stardust OS (AOS), it packages perception, mobility, manipulation, and interaction into callable Meta capability packages and Skills, enabling models such as GPT and DeepSeek to divide the work and collaborate with its self-developed Lumo embodied foundation model.

  17. OFweek Robotics38

    Geek+ announces "24/7 Autonomous Intelligent Warehouse Plan" to build self-evolving unmanned warehouses in the physical AI era

    Geek+ announced the "24/7 Autonomous Intelligent Warehouse Plan," establishing embodied intelligence and full-warehouse intelligence as its next strategic direction, driving warehouses toward 7×24-hour unmanned autonomous operation and continuous evolution. The plan relies on end-to-end robotic solutions and a warehouse brain software platform comprising RMS, WES, and IOP, focusing on three areas: end-to-end process integration, strengthening intelligent closed loops, and large-scale deployment. Geek+ says it already has a global large-scale commercial deployment and localized operations system, but the autonomous capabilities in the plan remain development goals.

  18. 雷科技60

    From Unitree's IPO to multiple companies pausing listings, is the robotics IPO feast coming to an end?

    Leitech believes robotics IPOs have not cooled; the industry has simply become more rational. Unitree listed on August 19 at 150.8 yuan per share, with its market value briefly exceeding 440 billion yuan before falling below 170 billion yuan, then rebounding to 267.824 billion yuan on November 2. Since then, HuanDong Technology withdrew its STAR Market application, Leju Intelligence suspended its listing process, AgiBot delayed its listing, and Weiyi Zhizao postponed its global offering.

  19. OFweek Robotics62

    Jianzhi and GenRobot each raise $100M Series A+ on the same day; RoboScience secures Series A2 in the hundreds of millions of yuan

    On November 2, Jianzhi Robotics and GenRobot AI each completed a $100 million Series A+ round on the same day, and RoboScience secured a Series A2 round in the hundreds of millions of yuan. All three investments went to embodied data companies that do not build their own robot bodies. Jianzhi says it has raised over $300 million cumulatively, with effective data deliveries rising from 100,000 hours per quarter to one million hours; RoboScience says it has cut the cost per training data item to 0.05 yuan. The author argues that body, large-model, and data companies are being priced in separate tiers, but the conversion rate of one million hours of effective data and continued customer purchasing remain unclear.

  20. OFweek Robotics58

    Unitree G1 overheats and withdraws from Mount Tai climb: why humanoid robots can't handle mountain climbing

    On November 2, at the first CMG World Robot Mount Tai Climbing Competition, the Unitree G1 developer edition withdrew due to overheating and was carried down the mountain by staff on a stretcher. The author argues the problem is not just cooling components, but a zero-sum contest inside the chassis among compute, battery, and heat dissipation for limited space and power. The G1 has a 9000mAh battery and a runtime on the order of about two hours; during continuous ascent, joint motors sustain high-torque output, accelerating thermal degradation. The article also cites CAICT report data: in the first half of the year, global humanoid robot shipments exceeded 22,000 units, with more than 60% going to entertainment performances and science education/data collection, while intelligent manufacturing scenarios accounted for about 13%.

  21. OFweek Robotics40

    October humanoid robot funding halves: launch-event frenzy on one side, old shares sold at steep discounts on the other

    Embodied intelligence funding in October totaled only 33 deals, nearly halving from September, but total amount did not drop significantly, with capital shifting to leading complete-machine makers and mid-to-late-stage projects. Old shares were offloaded at 65% to 80% of face value, while capital flowed to core components such as tactile sensing, power modules, and data engines, as well as infrastructure like robot assembly plants. On the industry side, full-year humanoid robot output is expected to reach 100,000 units, with first-half sales up 22% year on year.

  23. 图灵人工智能 · 微信公众号40

    Tsinghua Professor Deng Zhidong: Physical AI Has Not Yet Had Its ChatGPT Moment; World Models Are Key

    Tsinghua University professor Deng Zhidong believes physical AI as a whole is still in an early exploratory stage and has not yet had its own ChatGPT moment; robots being able to run and dance does not mean they can enter homes to care for the elderly. He proposes that the key to a breakthrough lies in world models: letting AI rehearse consequences and costs before executing actions, combined with tasks and human intent, with evaluation criteria being generality, task success rate, and generalization ability. He also suggests connecting cloud, edge, and devices through mobile communications and deploying shared computing power at the edge to ease cost and power consumption pressures on device-side computing.

  24. 移动机器人产业联盟 · 微信公众号22

    2026 Mobile Robot Industry Q3 Briefing Released: Financing, New Products, and Bid Data Package Open for Download

    The 2026 mobile robot industry data package for the first three quarters is now open for download, containing four high-resolution PDFs summarizing financing events, new product launch details, and project bid information. The data was compiled from authoritative domestic and international media reports, official company announcements, and public investment and financing platforms, and was manually checked and categorized. Related in-depth articles show that in the first three quarters there were 419 AGV/AMR bid projects with a cumulative disclosed value of 2.64 billion yuan, 178 new products, and 48 financing deals worth nearly 8.5 billion yuan.

  25. 移动机器人产业联盟 · 微信公众号38

    Geek+ announces "24/7 Autonomous Intelligent Warehouse Plan" to build self-evolving unmanned warehouses in the physical AI era

    Geek+ announced the "24/7 Autonomous Intelligent Warehouse Plan," with embodied intelligence and whole-warehouse intelligence as its two main technical thrusts, driving warehouses toward 7×24-hour unmanned autonomous operation and continuous evolution. The plan relies on end-to-end robotic solutions, a warehouse brain software platform (including RMS, WES, and IOP), and a global large-scale delivery system, focusing on three directions: connecting the entire process, strengthening the intelligent closed loop, and achieving large-scale implementation. Its Gravity unified embodied intelligence framework and Gravity 4D embodied world model are used to improve autonomous execution capabilities in complex physical tasks and abnormal scenarios.

  26. 未来机器人网 · 微信公众号50

    Humanoid patrol robots deployed in Jiangsu residential communities: about 200 kWh of electricity per month, covering the basic patrol workload of 5 security guards

    Humanoid patrol robots are already on duty in property-managed compounds in multiple parts of Jiangsu. They use a humanoid upper body on a wheeled chassis and carry AI vision, environmental perception, and voice interaction systems. They can patrol autonomously along preset routes and perform verification of outside visitors, abnormal-behavior recognition, fire-hazard monitoring, and remote voice warnings.

  27. 未来机器人网 · 微信公众号60

    National Standard for Commercial Intelligent Cooking Machines Takes Effect, Stir-Fry Robots Enter Standardized Phase

    On November 2, the national standard for Commercial Intelligent Cooking Machines (GB/T 46718—2025) officially took effect, setting a unified technical framework for commercial cooking robots. JD's 7FRESH Xiaochu has deployed robotic kitchens in stores in Shanghai, Jiangsu, and other locations, with one person overseeing one machine, and a home-style dish ready in four to five minutes; the setup has also extended to corporate canteens and mobile food truck scenarios. In 2025, China's stir-fry robot market was valued at 3.7-3.8 billion yuan, and multiple institutions predict it will exceed 12 billion yuan by 2030.