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Only Opinion#Robot hardware and key components
Nov 5Thu
  1. 爱范儿34

    Interview with Stardust Intelligence's Lai Jie: the rope-driven robot, AOS operating system, and Lumo-2 embodied model's "iPhone 4 moment" has not yet arrived

    In an interview, Lai Jie, founder and CEO of Stardust Intelligence, said the company's architecture combines a rope-driven robot body, the embodied operating system AOS, and an embodied model. AOS packages perception, movement, manipulation, and interaction into skill modules, can adapt to large models and Agents such as GPT 6, and lets developers build applications using natural language. Its Lumo-2 embodied model has implicit world dynamics prediction capability and, combined with reinforcement learning, builds a trial-and-error and error-correction loop. Lai Jie believes the robotics industry's "iPhone 4 moment" has not yet arrived, but may be closer than imagined.

Oct 30Fri
  1. Leiphone Robotics34

    Boyya Intelligence's Liu Xin: After GPT-6, hardware will become the bottleneck for robots

    Boyya Intelligence founder Liu Xin believes models may reach a capability inflection point earlier than hardware, at which point robots' bodies rather than their brains will limit their operation. Boyya's first dexterous hand, Gaoshan S1, has 22 degrees of freedom and uses a hybrid drive that is primarily tendon-driven, supplemented by direct gear drive and screw-rod linkages; the company says it is the world's first to use a tendon-driven plus screw-rod parallel wrist configuration. The team is also developing a "cerebellum" model with more than 30 built-in standard actions, which an upper-level model calls and adjusts execution details through real-time feedback.

Oct 21Wed
  1. LeadeRobot67

    Is the dexterous hand industry collectively cutting back?

    The article analyzes why the dexterous hand industry is collectively reducing degrees of freedom: manufacturers are now talking about lifespan, cycle time, and unit price rather than making hands more human-like. A new hand from a leading US robotics company has only four fingers and 13 degrees of freedom, while two new domestic products have 22 and 20 degrees of freedom, compared with benchmark products from just over a year ago at 38, 37, and 42.

Oct 20Tue
  1. OFweek Robotics60

    Robot component capacity ramped up early: overcapacity is both a risk and a filter

    The article compares the capacity of four component companies with full-machine shipment expectations: Changzhou Nanpeng's precision reducers at an annual output of 300,000 units; Foshan Jihua Qujie's joint module production line with a designed takt time of 90 seconds per set; Leadshine's frameless torque motors with orders in hand exceeding 1 million units and monthly capacity of 150,000 units; and Weiling Robotics' annual output of 200,000 reducers, 60,000 joint modules, and 210,000 servo motors. Combined, this totals annual capacity of more than 600,000 reducers, more than 300,000 joint modules, and nearly 1 million motors, while China's humanoid robot shipments in the first half of 2026 exceeded 40,000 units and the Ministry of Industry and Information Technology forecasts full-year output above 100,000 units.

Oct 15Thu
  1. OFweek Robotics47

    Dexterous hands move past the DOF race: Boston Dynamics' new Atlas hand has four fingers and 13 degrees of freedom, with the VLA "brain" and cost emerging as bottlenecks

    Boston Dynamics has introduced a four-fingered dexterous hand for Atlas with 13 degrees of freedom in total, nearly double the previous generation's 7; Unitree's Dex5-S, released in September, also has only 22 degrees of freedom, as the industry shifts from a specs race toward pragmatism. Xinor Future says marginal returns diminish beyond 25 degrees of freedom, and existing VLA models can output only about 10 motion control vectors at the same timestamp, so many precise movements still require teleoperation. In the near term, low-DOF options such as three- and four-fingered hands remain mainstream, and products with 7-15 degrees of freedom are seen as the best market fit at this stage.

  2. OFweek Robotics72

    Tesla Optimus V3 Dexterous Hand with 22 Degrees of Freedom Revealed; Manual Assembly Remains a Production Bottleneck

    Tesla released a Halloween teaser short film on October 3 showing the Optimus V3 dexterous hand, which has 22 degrees of freedom, is tendon-driven, and has all actuators moved to the forearm. The article cites The Information as saying that the hand and forearm contain more than 100 screws and more than 100 small components, and that they still require manual assembly by workers. Weekly output has risen from a few dozen units in the second quarter to several hundred units, putting pressure on the year-end target of 1,000 units. Under high-frequency operation, the fingers have a service life of about six weeks, and the material cost of one hand is about $6,000.

  3. OFweek Robotics47

    Figure AI Melts Down F.02 Humanoid Robot: The Arnold Schwarzenegger-Ignited "Retirement" Marketing Campaign

    On September 30, Figure AI released the "F.02 Decommission" video, in which the second-generation robot F.02 was melted down in roughly 1500°C molten steel at a foundry in Imatra, Finland, with Schwarzenegger personally involved in the creative. The robot had run for over 1250 hours at BMW's Spartanburg plant, loaded more than 90,000 sheet metal parts, and taken part in producing over 30,000 X3 vehicles. The article argues that Figure's move both prevents reverse engineering of core hardware and protects data assets already embedded in F.03 and the Helix model, while using a Hollywood IP to turn industrial validation into a consumer-facing communications event.

Oct 13Tue
  1. 石麻笔记 · 微信公众号53

    A Century of Robotics EP02: The Rise and Dominance of the Four Industrial Robot Families, 1970s-2000s

    The article reviews the rise of the four major industrial robot families from the 1970s to the 2000s: KUKA launched the six-axis, all-electric KR FAMULUS in 1973; ASEA launched the IRB 6, combining all-electric drive with microprocessor control, in 1974; FANUC started out in NC and servos and mass-produced the ROBOT MODEL 1 in 1977; and Yaskawa launched the MOTOMAN-L10 in 1977.

Oct 11Sun
Oct 10Sat
  1. Reddit r/humanoidrobotics17

    Why is the "robot dexterous hand" problem so hard? Is the shift from digital to analog AI a necessary condition for achieving true dexterity?

    This is a community discussion post asking why even the most advanced humanoid robots, which are still controlled by large-scale digital neural networks, make mistakes such as dropping cups or crushing eggs due to latency, and questioning whether digital computing power has fundamental limitations for dexterous hands. The poster points out that biological reflex circuits are analog and asynchronous, and asks how many companies are developing mixed-signal or neuromorphic hardware for robotic hands rather than simply scaling up software.

  2. Robotics & Automation News57

    Misumi Americas executive interview: Humanoid robot prototypes are fast; scaled manufacturing is the next challenge

    Robotics & Automation News interviews Steve Ricketts, senior vice president of business development at Misumi Americas, about the manufacturing challenges of taking humanoid robots from prototype to mass production. He sees actuators as the biggest bottleneck, with limited capacity for high-precision gear transmissions, rare-earth magnets, and five-axis machining. Cost reduction will mainly come from design simplification, component standardization, and a shift from machining to castings and injection molding. He expects common parts such as motors and bearings to become standardized, while software, hand design, and system architecture remain proprietary.

Oct 9Fri
  1. The Robot Report54

    Jabil discusses the pace and challenges of humanoid robots from prototype to mass production

    Thomas Brown of manufacturing services provider Jabil spoke with The Robot Report about the cost structure and manufacturability required for humanoid robots to reach the tens-of-thousands scale. He said edge compute and price remain pain points, that consumer-grade robots may arrive in about five years, and that humanoids will not replace traditional high-speed automation; safety certification and failure-mode research still require substantial work.

Oct 8Thu
  1. Leiphone Robotics63

    Interview with Benewake's Li Yuan: Eleven years building eyes for machines, robotics LiDAR accounts for over half of revenue

    Leiphone's Zuo Lin You Li channel interviewed Benewake founder Li Yuan, reviewing his transition from optoelectronics scholar to entrepreneur. In the first half of 2025, Benewake delivered 250,000 LiDAR units for robots, with robotics business revenue accounting for more than half of the company's revenue; this revenue grew 100% in 2025 compared with 2024.

Sep 30Wed
  1. Leiphone Robotics64

    Yuansheng Intelligence's Yang Sicheng: Before Embodied Model Capabilities Break Through, Dexterous Hands Must First Compete on Performance

    In an interview, Yuansheng Intelligence founder Yang Sicheng proposed that when model capabilities are not strong enough, hardware capabilities must be very strong, and only after models break through can dexterous hands simplify. Its self-developed Apex Hand uses an in-palm hybrid tendon-driven scheme, has 21 degrees of freedom, a maximum single-hand active payload of 30 kg, and an open-close time of about 0.2 seconds, and was carried by the gold, silver, and bronze medal teams in the heavyweight categories of weightlifting and tug-of-war at the 2nd World Humanoid Robot Games in August 2026. He emphasized prioritizing reliability and dexterity, using unidirectional tendon drive plus end encoders to compensate for creep, and believes the endgame for dexterous hands is a reliable general-purpose productivity tool.

  2. Leiphone Robotics71

    Leiphone reviews vision-based tactile sensor controversy and vendor progress: cost, thickness consistency, and data remain hurdles

    Leiphone visited vision-based tactile vendors including Daimon, Yimu, Weitai, Qianjue, and Moliang, reviewing the principles, product specifications, and deployment scenarios of this technology route and responding to doubts such as "a camera plus silicone is easy to replicate." The article notes that domestic vendors have reached frame rates in the hundreds of Hz, thicknesses in the 3 mm range, and that multiple products offer IP65 or higher protection; Daimon proposed the VTLA architecture and open-sourced 10,000 hours of tactile data, but cost, consistency and durability, and how to integrate tactile data into model training remain hurdles the industry has yet to clear.

Sep 28Mon
  1. Tsinghua Embodied Intelligence and Robotics Institute28

    Excerpt from Professor Zhang Tao's Lecture at the Tsinghua Humanities Forum: Embodied Intelligence Empowers Everything

    Professor Zhang Tao, Dean of Tsinghua University's Institute for Embodied Intelligence and Robotics, delivered a lecture titled "Embodied Intelligence Empowers Everything" at the Tsinghua Humanities Forum. He described three major characteristics of embodied intelligence—generality, interactivity, and autonomy—and noted that key technologies still need to be breakthroughs, including multimodal embodied large models, environmental perception, dynamic planning and control, and dexterous bodies.

Sep 17Thu
  1. 豪鹏科技32

    Highpower Technology CTO details the "technology compound effect" from AI edge devices to AIDC

    Highpower Technology CTO Liao Xingqun detailed the technical logic behind the three growth curves of AI edge devices, AIDC, and robotics under the "AI edge battery + solid-state" strategy. The next-generation solid-state battery will be released in May 2026, with a volumetric energy density of 1200Wh/L and a gravimetric energy density of 400Wh/kg, about 30% higher than mainstream mass-production levels in the industry; it has so far only completed small-scale trial validation, while 950Wh/L solid-liquid batteries are already in mass supply. Robot batteries have been stably mass-produced and delivered to AgiBot, Zhishen, and UBTech, with related revenue expected to approach 100 million yuan in 2026.

Sep 10Thu
  1. Robotphoenix/翼菲科技33

    RoboTechnik appears at 2026 Global Industrial Internet Conference, Li Xiangming shares paths for industrial robot breakthrough

    Li Xiangming, general manager of RoboTechnik's Embodied Intelligence Business Unit, gave a keynote titled "How Industrial Robots Can Break Through in the AI Era" at the 2026 Global Industrial Internet Conference held in Liaoning, proposing four breakthrough paths: reliability, ease of use, full-category plus embodied intelligence, and going global.

Aug 28Fri
  1. OFweek Robotics52

    PaXini's valuation tops 10 billion: why tactile sensing is seen as the next frontier in robot perception

    OFweek published an analysis of the industry logic behind tactile sensor company PaXini's valuation crossing the 10 billion yuan threshold. After its Series B funding in March 2026, its valuation exceeded 10 billion yuan; in August it secured another 1 billion yuan in strategic financing, bringing cumulative funding to nearly 4 billion yuan. Over the past year, cumulative shipments of its self-developed tactile sensing chips surpassed 1 million units, and the GEN4 FUSE chip is based on four generations of architecture iteration.

Aug 27Thu
  1. Boston Dynamics30

    Ask a Roboticist: Meet Mark, the "Robot Doctor" on the Atlas Repair Team

    Mark DiLeo, lead technician on Boston Dynamics' Atlas service and repair team, shares how he repairs the bipedal humanoid robot. He reveals that the worst case was when the robot fell and its leg completely split from its torso; the research version R1 requires one to two days of downtime each time it falls, while the production version D1 was designed for manufacturing and on-site customer repair, making it easier to service, and the team can usually repair it within one to two hours, getting the robot back to performing backflips.

Aug 21Fri
  1. OFweek Robotics46

    World Robot Conference 2026: 4-meter-tall hybrid hydraulic-electric robot debuts as robots move away from the "human-like" era

    The World Robot Conference 2026 showcased a new signal: the focus of robot competition is shifting from "how human-like it looks" to solving real problems. This year's conference had nearly 50,000 square meters of exhibition space, with 373 companies presenting 3,000 innovative products and 311 new product debuts. Non-traditional form-factor products for special environments such as nuclear power operations and maintenance, mining, and rescue became the focus, including a 4-meter-tall hybrid hydraulic-electric super-humanoid robot and a centaur wheel-legged robot. The article argues that industry competition will shift toward cost, reliability, and data accumulation, and that future value will depend on the combination of hardware, AI models, data closed loops, and commercial scenarios.

Aug 18Tue
Aug 8Sat
  1. LeadeRobot72

    AMD Bets on the Humanoid Robot Brain: Analysis of the Ryzen AI Embedded X100 Series and the Industry Landscape

    At its Advancing AI event, AMD introduced the Ryzen AI Embedded X100 series processors for humanoid robots, the Kria AI SOM modules, and the Robotics Software Suite, with sampling in June and mass production in Q4. The article's analysis holds that AMD's combination of x86 real-time control, unified memory, and FPGA targets industrial quasi-humanoid and dual-track supply chain scenarios; in the short term it is unlikely to shake Nvidia Thor's roughly 68% share of the high-end bipedal segment, and its opportunity lies in capturing the installed base of industrial PCs plus discrete GPUs and serving as a second supplier.

Aug 4Tue
  1. Boston Dynamics38

    Ask a Roboticist: Meet Taylor, Engineer on Boston Dynamics Atlas Compute and Perception Team

    In an interview, Boston Dynamics mechanical engineer Taylor Frey-Baker discusses the design of the electric Atlas's head and how she entered the field. She is responsible for the compute core inside the head, which houses four perception modules with stereo vision; the head's modular design allows the entire unit to be swapped out and the compute core upgraded like a game cartridge. The hydraulic Atlas did not need a head because it performed movement demonstrations, whereas the electric Atlas relies on head cameras for a wider field of view and uses lights and sound to signal its status to people nearby.

Jul 20Mon
  1. Elite Robots/艾利特机器人28

    Elite Robots' Cao Yunan Discusses Physical AI Deployment Challenges and Solutions at WAIC 2026

    At the "Intelligent Trends Forum" at WAIC 2026, Cao Yunan, Chairman of Elite Robots, delivered a speech titled "Optically Connected Intelligence: The Strategic Outpost of Physical AI," noting that physical AI deployment faces four bottlenecks: data, models, execution, and scale. The company's self-developed "Yuanqi Primo" solution enables on-site cold start with a small number of samples, keeps sensitive data resident locally, and evolves through federated intelligence; it has already achieved scaled deployment in optical communications manufacturing. Its Suzhou super factory is expected to be completed and put into operation by the end of 2026, and the company has accumulated millions of robot operation trajectories and hundreds of millions of force-tactile sensor sampling data points.

Jun 30Tue
Jun 2Tue
  1. Boston Dynamics27

    Boston Dynamics Mechanical Design Engineer Chastity Discusses Atlas Robot Foot Design and Her Path into the Field

    In an interview, Boston Dynamics mechanical design engineer Chastity Kelly explains the foot design of the Atlas humanoid robot. The new-generation foot has a symmetric structure, with the ankle joint located at the middle of the foot; combined with knees that can bend backward, this allows Atlas to walk forward and backward without turning around. The sole has multi-directional treads to provide two-way grip and prevent slipping on factory floors. She also shares her own journey: starting at a community college, she spent 15 years earning a PhD in mechanical engineering and entering the robotics industry.

May 13Wed
  1. LeadeRobot48

    Interview with Kunwei Technology's Yuan Minglun: Why Is Sense of Touch the Next Bottleneck for Humanoid Robots?

    Yuan Minglun, Executive Deputy General Manager of Kunwei Technology, said force sensing (six-axis force sensors) is becoming a must-have for humanoid robots to complete force-control tasks such as precision assembly and sorting; vision tells the robot "what it is," while force sensing determines "how much force to use." Kunwei's KWR series six-axis force sensors achieve maximum accuracy better than 0.3%FS (including crosstalk), and he emphasized temperature compensation and the challenges of open humanoid robot scenarios. The company will complete production capacity reserves of 60,000 units per year by the end of June this year and is advancing inspection automation, benchmarking against Switzerland's Kistler, to prepare for sensor demand.

May 11Mon
  1. LeadeRobot38

    Wang Letian, VP of Product at Robot Era: From "Dexterity" to "Intelligence," the "Hand-Brain" Co-Evolution Logic Behind XHand

    Wang Letian, VP of Product at Robot Era, explains the "software-defined hardware" design logic of its XHand dexterous hand: the fully direct-drive architecture serves reinforcement learning, imitation learning, and mass-production consistency; backdrivability supports teleoperation data collection and Sim2Real transfer; and it has been used as a foundational platform in more than 20 top-conference papers worldwide. The hand has cumulative sales of over 1,000 units and weighs 880 grams; last year it reached annual production on the scale of a thousand units, a single logistics order reached 50 million, and it secured its latest funding round led by SF Express.

Mar 19Thu
  1. Wandercraft50

    Wandercraft warns of industrial data risks as foreign robots enter European factories, advocates European autonomous industry path via French-Japanese alliance

    Wandercraft published an article stating that when non-European-made humanoid robots are deployed in European factories and hospitals, they collect industrial and medical data that flows out via servers not controlled by Europe, while integrators cannot access the source code. The article cites data including China accounting for over 80% of the global humanoid robot market, Unitree announcing 5,500 units, and AgiBot having delivered 5,168 units, and draws analogies to the industry precedents of electric vehicles, photovoltaics, and batteries, arguing that Europe should pursue a path built on three pillars: software sovereignty, reciprocal industrial alliances, and a local market in strategic sectors.

Feb 5Thu
  1. Wandercraft43

    Wandercraft CEO's view: How human-like should a humanoid robot be?

    Wandercraft co-founder and CEO Matthieu Masselin argues in an article that humanoid robots should aim for "human-machine compatibility" rather than "looking like humans." The company's robots kept a headless design when deployed at the Renault factory, with cameras initially located on the lower abdomen and now moved between the shoulders; the company is developing end effectors and manipulation capabilities for its next-generation product. He believes de-anthropomorphizing can reduce psychological friction and speed up deployment.

Nov 4Tue
  1. Holiday Robotics50

    Holiday Robotics' industrial humanoid robot Friday uses self-made tactile sensors costing about 30,000 won, with mass production next year

    Holiday Robotics has unveiled Friday, an industrial humanoid robot whose hands use a 500-gram, 20-DOF hydraulic ultralight design, with about 80% of their surface covered by self-made tactile sensors that can sense a force of 0.01N (about 1g), as well as direction and torque.

Jan 21Thu
  1. OFweek Robotics44

    Youibot's Zheng Hao: AGV market has great potential, but must overcome two obstacles: cost and scenario universality

    Youibot Deputy General Manager Zheng Hao believes the AGV market still has enormous room for growth: from 2014 to 2019, domestic AGV output rose from 3,200 units to 33,400 units, and sales scale grew from 700 million yuan to 6.175 billion yuan, with high-end manufacturing and deep cultivation of niche industries as the main drivers.