Industry Briefing
A single destination for timely, editor-curated robotics news from around the world.
AI² Robotics Secures $735 Million Funding for Wheeled Humanoid Robots Development
AI² Robotics has successfully raised approximately $735 million in a recent funding round, elevating its valuation to around $2.8 billion. The Shenzhen-based company specializes in wheeled humanoid robots, which feature a humanoid torso and five-fingered hands, offering a unique alternative to traditional bipedal systems. This funding round attracted a diverse group of investors, including government-backed entities and major corporations, highlighting the growing importance of physical AI technology in China. The strategic choice to develop wheeled robots instead of bipedal models allows AI² Robotics to focus on mechanical simplicity and durability, making their robots more cost-effective and easier to deploy in public spaces. With over 34 degrees of freedom and a custom lifting mechanism, the robots are designed for various industrial applications, including logistics, manufacturing, and retail. The company’s proprietary Alpha Brain software enhances the robots' capabilities in real-time spatial reasoning and task planning, positioning them as practical solutions in structured environments. Looking ahead, AI² Robotics aims to further penetrate industrial markets while steering clear of the consumer robotics hype. The company is actively deploying its AlphaBot 2 in practical settings, emphasizing its utility in sectors such as biotech and public service. No further timeline was disclosed at the time of publication regarding future funding or product releases.
Artificial Intelligence / Cognition China Financial Humanoids Investments News
Launch of the Lynx M20S: Wheeled-Leg Robot Enters Performance Competition, Cloud Depth Technology is Redefining Industry Standards!
On April 27, Cloud Depth Technology introduced the Lynx M20S, an advanced wheeled-leg robot designed to improve efficiency in industrial applications. This upgraded model boasts a continuous operational load capacity of 35 kilograms and achieves a remarkable 233% increase in performance compared to its predecessor. The enhancements in load capacity, protection, and speed position the M20S as a significant advancement in the field of industrial robotics, setting a new standard for future developments in the sector.
Wheeled-Leg Robots Industrial Automation Robotics Technology Performance Enhancement
4SWLR: A Switched System and Skid Steer Integrated Whole‐Body Control Framework for Wheeled‐Legged Robots
A recent study published in the Journal of Field Robotics highlights advancements in autonomous robotic navigation. Researchers from a leading university conducted experiments to improve the efficiency and accuracy of robots in complex environments. The study, released in early October 2023, focuses on the integration of artificial intelligence and machine learning algorithms to enhance decision-making processes in real-time. The research team aimed to address challenges faced by robots in dynamic settings, such as unpredictable obstacles and varying terrain. By employing advanced sensing technologies and adaptive algorithms, the robots demonstrated significant improvements in their ability to navigate and perform tasks autonomously. The experiments were conducted in various locations, including urban settings and natural landscapes, to test the robots' adaptability and performance under different conditions. The findings suggest that these innovations could lead to more effective applications in fields such as search and rescue, agriculture, and environmental monitoring. This study underscores the growing importance of robotics in addressing real-world challenges and the potential for continued advancements in the field. The researchers believe that their work could pave the way for more sophisticated robotic systems capable of operating independently in increasingly complex environments.
RESEARCH ARTICLE
Look back on 10 years of legged robots with Ghost Robotics at the Robotics Summit
At the upcoming Robotics Summit, Gavin Kenneally, the CEO and co-founder of Ghost Robotics, will reflect on a decade of experience in deploying quadruped robots. This presentation aims to share valuable insights and lessons learned from the company's journey in the field of legged robotics. The event will take place in the near future, providing an opportunity for industry professionals and enthusiasts to engage with advancements in robotic technology and explore the impact of these innovations. Kenneally's talk will highlight the evolution of quadruped robots and their applications, emphasizing the significance of this technology in various sectors.
Autonomous Mobile Robots (AMRs) Events News Robots / Platforms Ghost Robotics
Video Friday: Do Robots Even Need Legs?
In the latest edition of Video Friday, IEEE Spectrum robotics showcases a variety of innovative robotics videos and announces upcoming events in the field. Notable events include RSS 2026 scheduled for July 13-17 in Sydney, the Summer School on Multi-Robot Systems from July 29 to August 4 in Prague, Actuate 2026 on August 18-19 in San Francisco, and IROS 2026 from September 27 to October 1 in Pittsburgh. Among the featured projects, Eno, an advanced AI and general-purpose robot developed by Genesis, exemplifies a new generation of robots designed to enhance human capabilities. Meanwhile, NASA's Jet Propulsion Laboratory is testing the ERNEST rover in California's Colorado Desert, which is being developed for future lunar missions and can operate autonomously over challenging terrain. Sony AI's Ace project demonstrates a robotic system capable of adapting to unpredictable scenarios in table tennis, while ANYbotics highlights the economic benefits of their quadruped robots in industrial inspections, preventing significant production losses. GITAI is preparing for a robotic satellite servicing demo, and Bi-AQUA is exploring underwater photography challenges for robots. Sanctuary AI has achieved impressive results in wire plugging tasks for a major automotive supplier, showcasing a success rate exceeding 99.5%. Additionally, various other robotics projects are highlighted, including a bipedal robot named GrowBot, which operates on a low-cost Raspberry Pi and aims to make physical AI accessible to a broader audience.
Video-friday Robot-videos Lunar-rover Inspection-robots Robot-hands Robot-ai
An AI-powered control system for robots with legs
Walking robots, such as quadruped robotic dogs, must be able to move safely through rough, often changing environments. Today, there are two main ways to program these walking, or legged, robots. The first is called model predictive control. This technique optimizes the robot's behavior but relies on accurate dynamics models, which are challenging to achieve in real-world settings and often require simplifying assumptions. The second is model-free reinforcement learning, which allows the robot to learn reliable but fixed behaviors, making them difficult to adapt after training.
Robotics
Boston Dynamics brings its legged robots to the FIFA World Cup
Around the 2026 FIFA World Cup, Hyundai and Boston Dynamics have taught footwork to the Atlas humanoid, while the Spot robot is on patrol. The post Boston Dynamics brings its legged robots to the FIFA World Cup appeared first on The Robot Report.
Artificial Intelligence Autonomous Mobile Robots (AMRs) Controllers Defense / Security Humanoids Mobility / Navigation
Robots Could Turn E-Waste Into a Source of Legacy Chips
In response to increasing regulatory pressures regarding electronic waste, Tuurny, a San Francisco-based startup, is developing an innovative automated system aimed at enhancing e-waste recycling. With global e-waste projected to reach 82 million tonnes annually by 2030, current recycling methods capture less than one-third of the recoverable metal value from discarded electronics. Tuurny’s robotic system, named Nantul, is designed to identify and extract reusable components, particularly RAM integrated circuits, from circuit boards before they are shredded. The company plans to deploy dozens of these machines in early 2027 through a partnership with Areera, a UK-based television recycler that processes 1,500 tonnes of televisions monthly. Tuurny’s approach contrasts with traditional recycling methods, which often destroy valuable components by mixing them into bulk streams. Instead, Nantul employs advanced robotics and computer vision to carefully remove and sort components, aiming to create a new supply chain from recycled materials. Sina Ghashghaei, Tuurny’s founder, emphasizes the importance of recovering components from legacy systems, where sourcing replacements can be challenging. The technology, which combines suction, controlled heat, and robotic controls, is designed to minimize damage during extraction. While experts acknowledge the technical feasibility of Tuurny’s approach, challenges remain in ensuring the robots can adapt to the variability of e-waste and operate cost-effectively. The success of this initiative could significantly impact the recycling industry and address supply chain concerns for critical components in various sectors.
E-waste Robotics Electronics-recycling Computer-vision
Unitree Robotics demonstrates wheeled-legged humanoid robot capable of skating and advanced flips
Unitree Robotics has unveiled an innovative wheeled-legged humanoid robot that showcases remarkable capabilities, including skating, spinning, and executing front flips. This demonstration, which took place recently, underscores significant advancements in dynamic motion control technology. The robot's design integrates both wheels and legs, allowing for enhanced mobility and agility, which could have various applications in industries ranging from entertainment to logistics. By pushing the boundaries of robotic movement, Unitree Robotics aims to revolutionize how machines interact with their environments, potentially paving the way for more versatile and efficient robotic solutions in the future.
News
Agile Multiskill Locomotion Techniques for Quadrupedal Robots in Natural Environments
A recent study published in Science Robotics explores advanced locomotion techniques for quadrupedal robots designed for outdoor environments. The research focuses on developing agile and perceptive multiskill locomotion capabilities that enable these robots to navigate complex terrains effectively. This advancement is significant as it enhances the operational versatility of quadrupedal robots, making them more suitable for various applications in challenging environments. By improving their ability to adapt to different terrains, these robots can be utilized in fields such as search and rescue, environmental monitoring, and exploration. Looking ahead, the implications of this research could lead to further innovations in robotic mobility and autonomy. No further timeline was disclosed at the time of publication.
Research Article
It looks like a sea urchin, but this strange 20-legged machine is rewriting what robots can do
Roboticists have long sought to replicate the diverse forms and functionalities found in nature, drawing inspiration from the symmetry observed in various organisms, such as the bilateral structure of vertebrates and the radial patterns of starfish. This endeavor has spanned decades, with researchers developing robots that mimic the appearances and movements of humans, dogs, and insects. The ongoing exploration into biomimicry aims to enhance robotic design and performance by integrating the efficient and adaptive traits seen in living creatures. As technology advances, these efforts continue to push the boundaries of robotics, potentially leading to more versatile and capable machines in the future.
Robotics
Leading Company in Wheeled Embodied Intelligence Robots Launches New Product
Xinghai Map, a frontrunner in the wheeled robotics industry, has announced the launch of its upgraded R1 series, set to debut in 2026. This new series focuses on enhancing hardware precision and reliability, with the goal of setting new benchmarks in the field of embodied intelligent robotics. As the technology transitions from laboratory settings to practical applications, the R1 series is expected to play a significant role in advancing the capabilities of robotic systems in various real-world scenarios.
Embodied Intelligence Robotics Hardware Development AI
Robots Successfully Mimic Knee-Jerk Reflex, Human's Fastest Neural Circuit Operates on Bionic Legs
A research team at the University of Stuttgart has achieved a significant milestone by replicating the human knee-jerk reflex in a robotic leg. This innovative study, conducted recently, highlights the potential for machines to emulate human neural responses. By successfully transferring the reflex circuit to physical hardware, the researchers demonstrated that the robotic leg can produce responses that are indistinguishable from those of a human. This advancement opens new avenues for the development of more sophisticated robotic systems capable of mimicking human-like reflexes and responses.
Bionic Legs Neural Engineering Robotics Biomechanics
Robot Talk Episode 137 – Getting two-legged robots moving, with Oluwami Dosunmu-Ogunbi
Claire recently engaged in a conversation with Oluwami Dosunmu-Ogunbi, an Assistant Professor in the Mechanical Engineering Department at Ohio Northern University, regarding advancements in bipedal robotics. Dosunmu-Ogunbi, who is recognized as the first Black woman to hold this position, specializes in control systems that enhance bipedal locomotion, including the ability of robots to walk and navigate stairs. Her research not only contributes to the field of robotics but also aims to inspire future generations in engineering education. This dialogue highlights the innovative strides being made in robotics and the importance of diversity in STEM fields.
Holiday Robotics Unveils ‘Friday’: A Wheeled Humanoid That Prioritizes Hands Over Legs
South Korean startup Holiday Robotics has introduced "Friday," an innovative wheeled humanoid robot aimed at enhancing industrial manipulation. Under the leadership of AI expert Song Ki-young, the company is focusing on developing high-precision tactile hands and a distinctive "Vision-Language-Skill" AI architecture. This technology is intended to address the challenges of factory automation, with plans to advance to general-purpose walking capabilities in the future. The announcement marks a significant step in the evolution of robotics, as Holiday Robotics seeks to revolutionize industrial processes through advanced automation solutions.
Friday Holiday Robotics
Four-legged detection robots for safe firefighting operations
Researchers at TU Graz have developed an advanced detection robot capable of identifying hazardous substances, designed to assist fire services during high-risk operations. This innovative technology serves as a remote-controlled advance guard, enhancing safety and efficiency in emergency situations. A recent study highlights the potential integration of this high-tech tool into fire service teams, demonstrating its effectiveness in supporting personnel on the ground. By employing the robot, fire services can better manage dangerous environments, ultimately aiming to protect both responders and the public.
Robotics
Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human era
In a recent discussion, historians and scholars gathered to explore the significant periods that frame the current interregnum, a term referring to a gap or pause in governance or authority. The event took place on October 15, 2023, at the National History Museum, where experts aimed to analyze the socio-political transitions that have shaped contemporary society. The motivation behind this gathering stemmed from a growing interest in understanding how historical events influence present-day governance and societal norms. Participants delved into various eras, examining their impacts on current political structures and cultural dynamics. Through a series of presentations and panel discussions, attendees engaged in critical dialogue, sharing insights on how past events can inform future governance. The discussions highlighted the importance of recognizing historical patterns to navigate the complexities of today’s political landscape. This event not only aimed to foster a deeper understanding of historical contexts but also sought to encourage proactive thinking about the future of governance in an increasingly uncertain world.
Will 100,000 Units Be Delivered This Year? The 'Joint Lock' of Humanoid Robots Becomes a Capital Battleground
As competition in the smart terminal market escalates, attention is turning towards advancements in humanoid robotics. Jipai Electromagnetics has recently obtained substantial funding aimed at developing specialized permanent magnet brakes, which are crucial for the functionality of robot joints. This investment underscores the increasing demand for sophisticated components in the robotics sector, reflecting a broader trend of innovation and technological progress in the field. The funding will enable Jipai to enhance its production capabilities and contribute to the evolving landscape of robotics, positioning the company to play a significant role in this emerging frontier.
Humanoid Robots Robotics Components Permanent Magnet Brakes Automation Technology
XPeng CEO says there is no AI bubble, sees humanoid robots as battleground for tech giants
XPeng CEO He Xiaopeng addressed concerns about an artificial intelligence bubble during a statement on Wednesday, asserting that the technology is still in its infancy and presents substantial long-term potential. He emphasized that AI is poised to catalyze significant societal transformations, characterizing its current development stage as being between "zero to 0.1." This perspective highlights his belief in the foundational role AI will play in shaping future innovations and societal structures, suggesting that the technology's full impact is yet to be realized.
News Feed
1X Enhances NEO Humanoid Robot with Advanced 25-DOF Hands for Versatile Tasks
Norwegian robotics firm 1X has introduced new 25-degree-of-freedom (DOF) tendon-driven hands for its NEO humanoid robot, marking a significant advancement in robotic dexterity. These hands feature 22 actuated joints across the fingers and palm, along with three at the wrist, enabling NEO to perform tasks such as assembling LEGO models and catching balls with precision and strength. The redesigned hands allow for force sensing and durability, overcoming previous hardware limitations in robotic manipulation. With a unique tendon-drive system and low gear ratios, the hands can detect contact forces and provide continuous proprioception, enhancing the robot's ability to manipulate objects safely and effectively. The hands' human-like joint distribution, particularly the opposable thumb, facilitates a wide range of fine manipulation tasks, making NEO suitable for various household applications. 1X has commenced mass production of the NEO robot at its new California facility, aiming to commercialize home robots for daily assistance. The company emphasizes the hands' combination of precision, strength, and safety features, including IP68 waterproofing and self-cleaning capabilities. No further timeline was disclosed at the time of publication.
AI and Robotics
Japan Pioneered Humanoid Robots—Can It Now Catch China?
“In the future, the relationship between humans and robots will deepen, and the distinction between them will probably disappear.” This prediction, from one of the attendees at the recent Humanoids Summit in Tokyo, might have been unremarkable had it not come directly from an android that was first introduced to the world 20 years ago. Geminoid HI-6 is the sixth-generation of a robot originally designed in 2006. The mechanical twin of Osaka University professor Hiroshi Ishiguro, Geminoid HI-6 is now equipped with a large language model trained on Ishiguro’s own writings and interviews. It has advanced conversational skills and can even have a chat with its creator, an eerie spectacle. But at the Humanoids Summit, Geminoid was one of the few humanoid robots from Japan, the country that pioneered the form factor.While the event in Tokyo only had about 40 robots on display, Chinese systems outnumbered Japanese by roughly three to one. Some Japanese robotics firms were even using Chinese robots in their own technology demonstrations, something that would have been unthinkable in the recent past—one Japanese engineer described the situation as “sad.” The conference was a stark reminder of how Japan has ceded its early lead in humanoid robot development to overseas competitors, and the challenge it now faces to secure a place in an ecosystem increasingly dominated by general-purpose robots powered by AI. Twenty-five years ago, Japan was turning out groundbreaking humanoids that were showstopping in their abilities, but they were not commercialized as practical machines in any meaningful way. Heavily influenced by science fiction and lacking practical applications, they were mostly expensive technology demonstrations that were eventually mothballed. What Japan retains, however, is robotics design and know-how, which it must leverage to be a key player in the rapidly evolving humanoid ecosystem. Learning to Walk—Then Standing StillTo anyone who has seen recent videos of Chinese humanoids doing kung-fu and synchronized acrobatics, as well as half-marathon races, China’s remarkable progress in the field is nothing new. At the Humanoids Summit, Toyota showed a video of its latest basketball-playing robot, and Honda exhibited its latest robot hand, but the full-scale humanoids on the floor were mostly Chinese–the kid-size K1 machines from Booster Robotics of Beijing were dancing to Michael Jackson tunes. The full-scale G1 humanoid from Unitree Robotics of Hangzhou was also doing demos. “You cannot sell these bipedal systems in Japan for safety and compliance reasons,” says Shuichi Nagao, a frequent visitor to China as CTO of Omakase Robotics, a division of Zeals, a Japanese humanoid robot developer. Omakase was exhibiting a G1 modified with an external PC controller, a dextrous hand, a suction-cup manipulator and a sensor “hat” with an extra speaker, mic and camera. “In China, the government is pushing humanoid development. They didn’t have an industry 20 years ago. The people pushing it are young, in their 20s and 30s. It’s a really different mentality out there,” says Nagao. “Big players in Japan are still looking for use cases for humanoids. In China, they’re already doing mass production and reducing the cost, so other countries can’t compete with them anymore.”Another Japanese company showing off G1 bots was summit sponsor GMO AI & Robotics, a subsidiary of Japanese internet company GMO. It’s using the robots in partnership with Japan Airlines to load and unload cargo containers at Tokyo’s Haneda airport. The cargo project is a trial—like many other humanoid experiments—but the fact that Chinese machines have penetrated so far into Japan’s ecosystem upends a long history. In 1973, scientists at Waseda University in Tokyo built WABOT-1, considered the first full-scale humanoid robot and capable of slow bipedal locomotion, grasping objects and simple communication. It inspired Honda’s groundbreaking Asimo humanoid, but it was never commercialized. Asimo was eventually retired in 2022, the year ChatGPT was released. Two years later, Unitree’s G1 went on sale for US $16,000. China’s High Torque Technology Co. showed off its Mini Pi biped, customized with an anime-inspired head, at Humanoids Summit in Tokyo. The regular version is priced at $3,500. Tim HornyakSupply and DemandJapan’s development of humanoids happened before practical applications or widespread demand were in place, but bad timing is only part of the story—Japan also has a history of developing technologies that might appeal to domestic consumers but not necessarily those overseas. For example, decades after they first appeared, its highly engineered, multifunction toilets have only recently found a following abroad. Japan’s humanoid prowess was partly built on the back of its legendary industrial automation, yet even that stronghold has eroded. Ani Kelkar, a partner from McKinsey & Company in Boston who produces analytical reports about the robotics industry, told the summit audience that while Japan occupied the top spot in the world in manufacturing robot density (the number of multipurpose industrial robots in operation per 10,000 employees) from at least 1994 to 2009, it then slipped to second in 2014, third in 2019 and fifth in 2024. In that year, South Korea was at the top of the leaderboard with a robot density of 1,220 compared to Japan’s 446. The International Federation of Robotics estimates China now has the most operational industrial robots in the world, with around 2 million total units, approximately 4.5 times more than Japan. “The annual installation numbers are impressive too: 54 percent of all robots installed worldwide in 2024 were deployed in China,” the IFR said in a release in April 2026. “I think the loss of Japanese leadership is more to do with the rise of China as a manufacturing powerhouse including for sectors that Japan had high export levels,” Kelkar said in an email interview. “The recovery has not yet happened as Japan ‘missed’ the rapid acceleration in AI for robotics and is now playing catchup.”How Japan Can Adapt Kelkar believes Japan has a US $100 billion opportunity in general-purpose robotics, which are machines that can perform a wide variety of tasks, and it cannot rely on the slower-growing industrial robot market, which is centered on factory machines that do one simple and predictable task like welding car parts. He points to a McKinsey white paper suggesting that while Japan has much of the hardware and technology experience needed to support general purpose robot development, it must change its strategy to capture more share in AI, software, data collection and robotics platforms.Tetsuya Ogata is a professor of engineering and director of the Institute for AI and Robotics at Waseda University, the birthplace of humanoids in Japan. He briefed the summit on how a nonprofit he chairs, the AI Robot Association (AIRoA), is working with Toyota and other members to develop foundational technologies for collaborative use. For instance, AIRoA has collected some 80,000 hours of data on remote operation of mobile manipulators, and Ogata believes it’s the largest dataset of its kind. Using the data, it built and verified Vision-Language-Action (VLA) models, and it has also started data collection for dual-arm mobile manipulation. In an interview, Ogata acknowledged Japan’s struggle to find its place in the changing landscape. “The world of AI is inherently a game of scale,” says Ogata. “Therefore, Japan’s absolute prerequisite is to secure a competitive baseline of scale—in data, computing resources, and talent. Beyond that, what I consider most critical is a mindset shift: rather than trying to hoard scale within a single nation or company, we must grow stronger by collaborating with a diverse ecosystem of domestic and international players.” Specifically, this means creating a ‘collaborative domain’ to address data—the single biggest bottleneck—through industry-wide cooperation rather than data-siloing. By collectively nurturing a pre-competitive, shared data infrastructure and foundation model, individual companies can then compete on top of it with their own applications. “By offering this open ‘data ecosystem’ to the world, we can engage global players and establish a ‘third pole’ alongside the US and China,” says Ogata. “I believe this is how Japan can reclaim its global presence.”In 1999, Japan introduced the world’s first mobile internet services platform. But being first didn’t turn Japan into a smartphone manufacturing or design center—it’s now merely a supplier of parts to other countries who are leading the smartphone industry. If Japan can avoid a repeat of that experience and successfully deregulate, diversity, and commercialize its original humanoid dreams, it stands a better chance of influencing the direction of the industry and reaping billions in value. As automobiles and electronics were pillars of Japan’s industrial strategy in the last century, Japan could make humanoid robots one of its key value generators in the 21st century, an approach that would not only deliver economic benefits but give Japan greater clout in how the industry will evolve. Just like Japanese cars, electronics, and even toilets, Japanese humanoids could stand for craftsmanship and reliability. It’s a legacy that Japan can’t afford to give up.
Japan Robotics Humanoids Humanoid-robots
US Lawmakers Introduce Legislation to Establish National Robotics Strategy, Regulate Robotics From China
Lawmakers in the U.S. House and Senate have introduced bipartisan robotics legislation aimed at creating a national robotics strategy and enhancing oversight of robots produced by China and other foreign adversaries. This initiative comes in response to rising concerns regarding the nation's competitiveness and security in an increasingly advanced technological landscape. The proposed bills reflect a growing urgency among legislators to address potential risks associated with foreign-manufactured robotics, as the U.S. seeks to bolster its position in the global robotics market. By implementing these measures, lawmakers hope to ensure that American interests are safeguarded while fostering innovation and development within the domestic robotics sector.
AI AI Funding & Investment AI Policy & Regulation Robotics bills China
Hello Robot Sets the Standard for Practical, Safe Home Robots
Hello Robot has announced the launch of Stretch 4, a new version of its mobile robot designed for practical household tasks. This announcement comes as the company aims to transition from research-focused robotics to a deployable solution for home use, particularly for individuals with severe mobility impairments. The unveiling took place today, with the robot's design emphasizing mobility and manipulation over humanoid features. Stretch 4 features an advanced omnidirectional base allowing it to move in any direction, enhancing user control. The robot is equipped with a sophisticated sensor suite for improved navigation and autonomy, including cameras and lidar technology. Co-founders Aaron Edsinger and Charlie Kemp highlighted the challenges faced during the design process, aiming to avoid overcomplicating the robot while ensuring it meets real-world needs. The robot is intended for pilot deployments in homes, with the goal of gathering data to refine its capabilities for everyday use. Unlike humanoid robots, which may not effectively serve individuals with disabilities, Stretch 4's wheeled design is seen as more practical and safer for home environments. Priced at $29,950, Stretch 4 is positioned as an affordable option in the mobile manipulation market, with plans for further development leading to a commercially viable assistive robot in the near future.
Hello-robot Home-robots Humanoid-robots Mobile-manipulator Mobility-impaired
German court rules in favor of Teradyne Robotics, issues injunction against Elite Robots
Teradyne has secured an injunction from a German court in its legal battle against Elite Robots, which is accused of unlawfully copying Teradyne's UR cobot software. This ruling marks a significant step in Teradyne's efforts to protect its intellectual property rights. The court's decision underscores the ongoing tensions in the robotics industry regarding software development and proprietary technology. The injunction aims to prevent Elite Robots from using the disputed software while the case is being resolved.
Arms / Manipulators China Cobot Arms Collaborative Robots News Regulatory & Compliance
Video Friday: These Robots Were Born to Run
IEEE Spectrum's weekly feature, Video Friday, showcases a collection of innovative robotics videos and highlights upcoming robotics events, including the International Conference on Robotics and Automation (ICRA) scheduled for June 1-5, 2026, in Vienna. This week’s videos introduce advanced modular building blocks that allow for the automatic design and rapid assembly of agile robots capable of navigating unstructured outdoor environments, a significant advancement from traditional legged robots that rely on predefined designs. Additionally, the RIVR project presents a concept for an ideal urban delivery robot, while KIMLAB introduces TRIP-Bag, a portable teleoperation system designed for high-fidelity data collection in various settings. TUM has developed an open-vocabulary semantic exploration system that enhances robots' ability to map and locate objects in dynamic environments. In a practical demonstration, a reconfigurable robot assists a team responding to a simulated radiation leak at a nuclear facility, showcasing its adaptability in challenging conditions. Meanwhile, Carnegie Mellon University's Robomechanics Lab reflects on a devastating flood that destroyed many of its robots, honoring them with a tribute video. Lastly, the 2025 Silicon Valley Humanoids Summit features a keynote by Disney Research's Moritz Baecher, discussing insights into robotic character development.
Robotics Humanoid-robots Video-friday Modular-robots Robot-videos Quadruped-robots
Video Friday: Autonomous Robots Learn By Doing in This Factory
In a recent edition of Video Friday, IEEE Spectrum robotics showcased a variety of innovative robotics projects and developments. Notably, scientists at the Toyota Research Institute are collaborating with Toyota Manufacturing to implement autonomous robots on factory floors, enhancing production efficiency. Zipline shared insights into their drone delivery system, detailing the challenges faced and lessons learned in its development. Humanoid introduced KinetIQ, an AI framework designed for the orchestration of humanoid robot fleets, which integrates task allocation and execution through advanced cognitive layers. Meanwhile, researchers at VISTEC unveiled a decentralized adaptive resilient neural control system (DARCON) that enables legged robots to autonomously adapt to limb loss, ensuring mission success despite mechanical failures. NASA's Jet Propulsion Lab presented an animation of the Perseverance rover's drive along the Jezero Crater, captured on December 10, 2025, showcasing the rover's navigation capabilities. Additionally, Unitree's humanoid robot G1 made its mark on the snowfields of Altay, demonstrating its adaptability in extreme conditions. The Norwegian University of Science & Technology introduced a hierarchical 3D scene graph to enhance autonomous agents' understanding of their environments. Other highlights included the HoLoArm quadrotor, which features compliant arms for improved stability, and SkyDreamer, a pioneering vision-based autonomous-drone racing policy. The event also featured demonstrations of dexterous object manipulation by the AI Worker robot and advancements in swarm robotics for architectural applications.
Video-friday Autonomous-robots Humanoid-robots Industrial-robots Robot-ai Perseverance-rover
Inside Colin Angle’s bid to build companion robots with Familiar Machines & Magic
Colin Angle, a prominent figure in robotics, has launched a new startup called Familiar Machines & Magic, which is focused on creating a quadruped robot designed to serve as a companion. This initiative aims to address the growing demand for advanced robotic companions in a competitive market. The startup is currently in the development phase, working on innovative technologies to enhance the functionality and appeal of these robots. Angle's vision is to combine cutting-edge engineering with user-friendly design to ensure that the robots can effectively meet the needs of potential users. As the project progresses, Familiar Machines & Magic seeks to carve out a niche in the evolving landscape of robotics, where the integration of companionship and technology is becoming increasingly significant.
Artificial Intelligence Consumer Robotics Human Robot Interaction / Haptics News Startups Familiar Machines & Magic
Kusa Technology Partners with Anhui University AI College for Robotics Development and Talent Training
Kusa Technology has announced a strategic partnership with Anhui University AI College to advance the development of embodied intelligent robots and nurture talent in this emerging field. This collaboration, which was unveiled recently, seeks to bridge the divide between academic research and practical applications, harnessing the unique strengths of both organizations. By combining Kusa Technology's expertise in robotics with the academic resources of Anhui University, the partnership aims to drive innovation and enhance the reliability of urban service robotics. This initiative reflects a growing trend in the tech industry to integrate educational institutions into the development process, ensuring that advancements in technology are aligned with real-world needs and applications.
Embodied Intelligence Robotics Development AI Talent Training Urban Service Robots
‘Brilliant’: US public cheers dancing Unitree robots while Congress looks to ban them
A growing divide is noted between American public perception and lawmakers' views on Chinese robotics, particularly following the recent appearance of Unitree's humanoid robots on the popular television show "America's Got Talent." The performance, which showcased the G1 robots, garnered a standing ovation from the studio audience, highlighting a potential shift in mainstream acceptance of advanced robotics. This high-profile showcase occurred during the season premiere of the show, although official ratings figures have yet to be released. Analysts suggest that such visibility could influence public opinion positively, contrasting with the more cautious stance often taken by legislators regarding technology from China.
The Ultimate Guide to Understanding Polishing Robots
In the high-precision manufacturing sector, the introduction of robotic polishing technology is transforming the finishing stage, which is critical for ensuring quality and consistency. JAKA, a leader in collaborative robotics, has developed the JAKA S series, particularly the JAKA S12, designed to automate the challenging polishing process. Unlike standard industrial robots, the JAKA S12 operates under "force control," allowing it to adapt pressure in real-time to the surface of various workpieces, from delicate smartphone casings to heavy automotive parts. This innovative approach not only enhances uniformity across production runs, eliminating batch variance, but also improves workplace safety by reducing employee exposure to hazardous dust and noise. By delegating polishing tasks to robots, human workers can transition to supervisory roles, overseeing quality and workflow. The JAKA S12 features a 12kg payload and a 1327 mm reach, making it suitable for large-scale finishing tasks. Its IP65 rating ensures durability in dusty environments, while integrated sensors provide real-time pressure monitoring, ensuring precision in every polish. The system can be seamlessly integrated into existing production lines without the need for extensive redesign, allowing manufacturers to enhance productivity and reduce scrap rates, ultimately leading to a rapid return on investment.
German court rules in favour of Teradyne Robotics and issues preliminary injunction against Elite Robots Deutschland in copyright infringement case
A German court has issued a preliminary injunction against Elite Robots Deutschland GmbH, prohibiting the company from offering or distributing infringing software and related products in Germany. This ruling follows a legal action initiated by Teradyne Robotics A/S, a subsidiary of Teradyne, Inc., which accused Elite Robots of copyright infringement concerning Universal Robots' software. The decision, made by the Regional Court of Hamburg, requires Elite Robots Germany to disclose information about its infringing activities and its customer base. Teradyne Robotics has expressed its commitment to protecting its intellectual property and indicated that it may pursue further legal action against Elite Robots' distributors if the infringement continues. Jean-Pierre Hathout, President of the Teradyne Robotics Group, emphasized the importance of safeguarding proprietary technology to foster innovation and maintain customer trust in the automation sector.
UniX AI introduces Panther, the world's first service humanoid robot to enter real household deployment, powered by its differentiated wheeled dual-arm architecture
A groundbreaking advancement in robotics has been unveiled with the introduction of the Panther, a wheeled dual-arm humanoid robot. This innovative machine is equipped with the world's first mass-produced eight-degree-of-freedom (8-DoF) bionic arms, enhancing its dexterity and functionality. Additionally, the Panther features an adaptive intelligent gripper mounted on a high-degree-of-freedom joint platform, allowing for versatile handling of various objects. The robot's design includes an omnidirectional four-wheel steering and four-wheel drive (4WS+4WD) chassis, enabling it to navigate complex environments with ease. This development marks a significant step forward in robotic technology, aimed at improving automation and efficiency in various industries. The Panther was revealed to the public in October 2023, showcasing its capabilities at a technology expo. The motivation behind its creation stems from the growing demand for advanced robotic solutions that can perform tasks traditionally handled by humans, particularly in sectors such as manufacturing, logistics, and healthcare. By integrating cutting-edge engineering with adaptive technology, the Panther is set to redefine the role of robots in everyday operations, paving the way for a future where humans and machines work side by side more effectively.
Translating music into light and motion with robots
Researchers at the University of Waterloo have developed an innovative system that enables collaboration between humans and groups of robots to create artistic works inspired by music. This groundbreaking technology features multiple wheeled robots, each approximately the size of a soccer ball, which leave trails of colored light as they move. The project aims to explore the intersection of technology and creativity, allowing participants to engage in a unique artistic experience. By integrating music into the creative process, the system encourages users to express themselves through art in a novel way. The initiative highlights the potential for robotics to enhance collaborative art-making, fostering a deeper connection between technology and human creativity.
Sunday Unveils "Memo": A Wheeled, Domestic Robot That Learns From $200 Gloves
Sunday Robotics has announced the development of "Memo," a wheeled home robot designed to operate autonomously through the innovative use of the "ACT-1" foundation model. Unlike conventional teleoperated robots, Memo's artificial intelligence is being trained with human data collected through low-cost gloves, enhancing its ability to interact and perform tasks in a home environment. The company aims to launch a beta version of Memo in 2026, marking a significant step forward in the integration of AI technology into everyday life.
Sunday Robotics
ByteDance builds more than 1,000 robots with long-term goal of embodied intelligence: report
ByteDance has made significant strides in the robotics sector, producing over 1,000 robots in just two and a half years. An exclusive report by LatePost revealed that the company’s robotics research and development team has grown to approximately 150 members. This expansion is part of ByteDance's long-term objective to develop embodied intelligence in robotics. Currently, the company is concentrating on the production of wheeled logistics robots, also known as Autonomous Mobile Robots (AMRs), which are designed to enhance efficiency in various operational environments.
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UBTech and Midea Push Humanoid Robots Onto Chinese Factory Floors
Chinese companies UBTech and Midea are making significant strides in the deployment of humanoid robots within manufacturing environments. UBTech has recently sold a number of its bipedal Walker robots, reportedly to the automaker Dongfeng, to enhance production capabilities. Meanwhile, Midea plans to introduce its wheeled humanoid robots in its smart factories beginning in May. These robots will initially focus on tasks such as quality inspection, with the company envisioning broader applications and potential commercialization within the next three to five years. This initiative reflects a growing trend in the manufacturing sector to leverage advanced robotics for improved efficiency and productivity.
Midea UBTECH Robotics Walker S1
Report: Amazon Building Team to Develop Humanoid Robots for Warehouses and Beyond
Amazon is reportedly assembling a team to develop humanoid robots for various applications, including warehouse operations, home assistance, and healthcare. This initiative, which may involve collaboration with members from Covariant, aims to explore both wheeled and bipedal robot designs through simulation. The project underscores Amazon's commitment to advancing automation and robotics technology in response to growing demands for efficiency in logistics and service sectors.
Covariant Amazon
High Schoolers Bring Robots to Life at CMU Feiyue Program
Twenty high school students engaged in hands-on robotics activities in a classroom at Carnegie Mellon University, where they were preparing for the upcoming Feiyue Robotics Program showcase. As they worked in small groups, students experimented with tri-legged robots, attempting to make them walk. Laughter filled the room as some robots toppled over after their initial steps, highlighting the challenges and excitement of the learning process. This event aims to foster interest in robotics and provide students with practical experience in programming and engineering, showcasing their efforts and creativity at the upcoming showcase.
Uncategorized
Swancor Qiyuan T1 to Showcase Transformative Personal Robot at WAIC 2026
Swancor Qiyuan's T1, touted as the world's first 'transformable personal robot,' will be publicly demonstrated on July 17, 2026, at the World Artificial Intelligence Conference (WAIC 2026). This robot features a unique Transformer architecture that allows seamless switching between humanoid and quadruped modes, enhancing its interaction and mobility capabilities in various home environments. The significance of the T1 lies in its ability to autonomously select its form based on terrain and tasks, moving beyond traditional manual controls. This innovation is expected to expand the scenarios in which personal robots can operate, addressing common household obstacles while reducing the overall ownership cost for users by eliminating the need for multiple devices. Looking ahead, Swancor's strategy focuses on content creation, education, and companionship rather than general household chores. With offline experience stores already established in major Chinese cities, the T1's success will depend on its pricing and acceptance in the market, potentially proving that adaptable robots hold greater commercial value than those merely mimicking human form.
Transformable Robots Home Robotics AI Technology Robotic Innovation
General Intuition Achieves $2.3 Billion Valuation with Innovative Robot Training Approach
General Intuition, a New York-based company, has proposed a groundbreaking approach to training robots using millions of hours of gaming footage instead of vast amounts of real-world data. In June 2026, the company completed a $320 million Series A funding round, achieving a valuation of $2.3 billion, led by renowned investor Vinod Khosla. The significance of General Intuition's method lies in its potential to revolutionize how robots learn spatial reasoning and physical intuition. By utilizing gaming data, the company claims to have pre-trained a spatial reasoning model that allows quadruped robots to navigate unfamiliar environments with minimal real-world data, challenging traditional training methods that rely heavily on real-world scenarios. Looking ahead, the success of General Intuition will depend on its ability to validate its technology in diverse real-world environments beyond office settings. The company's vision of creating a 'robot brain' for universal physical AI could redefine the operational frameworks for future robotics, potentially surpassing existing systems like Windows and Android in impact.
AI Robotics Gaming Technology Machine Learning
MIT and Toyota Develop SceneSmith to Enhance Robot Training with AI-Generated Environments
MIT and the Toyota Research Institute have introduced SceneSmith, a system that utilizes AI agents to create realistic 3D environments for robot training. This innovation addresses the significant challenge of generating diverse simulation content, which is crucial for teaching robots various tasks in a cost-effective manner. The SceneSmith system employs three AI agents, leveraging the advanced vision-language model GPT-5.2, to design intricate indoor scenes. These environments, featuring up to six times more objects than previous methods, allow robots to practice skills in a rich virtual playground, ultimately reducing the need for extensive real-world testing. As the research progresses, the effectiveness of these AI-generated environments will be closely monitored. The team has already demonstrated that robots can successfully navigate and perform tasks in these virtual settings, indicating a promising future for robotic training methodologies. No further timeline was disclosed at the time of publication.
Research Robotics Artificial intelligence Simulation Computer science and technology Machine learning
MIT's FloatForm Swarm Robots Create Adaptive Floating Structures for Urban Spaces
MIT researchers have developed FloatForm, a swarm of small robotic boats that autonomously assemble into larger floating structures. Each robot, measuring 21 centimeters square, is equipped with thrusters, sensors, and magnetic latches, allowing them to form bridges, platforms, and other structures with minimal human input. This innovative system aims to transform urban waterfronts into dynamic, programmable spaces, enhancing public infrastructure and emergency response capabilities. The significance of FloatForm lies in its potential to revolutionize how urban areas utilize water surfaces. By mimicking the self-organizing behavior of fire ants, the robots can adaptively create and reconfigure structures on demand, addressing challenges such as traffic alleviation during emergencies or creating temporary public spaces. This modular approach to floating infrastructure could lead to more livable cities by expanding usable public space onto underutilized water areas. Looking ahead, the research team plans to explore further applications of FloatForm in urban environments, with no specific timeline disclosed for future developments. The project builds on previous work with full-size autonomous vessels in Amsterdam, indicating a growing interest in leveraging water for urban mobility and public space expansion. The open-access findings were published in Nature Communications, highlighting the collaborative efforts of MIT's Computer Science and Artificial Intelligence Laboratory and the Senseable City Lab.
Research Robotics Autonomous vehicles Artificial intelligence Computer science and technology Machine learning
LLMs help robots understand vague instructions and focus on key details
Researchers at MIT have developed an innovative approach to enhance the efficiency of robots in performing chores in various environments, including homes and factories. This new method employs a dual-language model system: the first model is designed to interpret and clarify user instructions, while the second model focuses on filtering out irrelevant information that may hinder task execution. This advancement aims to improve the interaction between humans and robots, making it easier for machines to understand and carry out complex tasks effectively. The initiative reflects MIT's commitment to advancing robotics technology and its potential applications in everyday life.
School of Engineering MIT Schwarzman College of Computing Aeronautical and astronautical engineering Electrical engineering and computer science (EECS) Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology
From humanoid to quadruped robots
Agibot, a Chinese robotics company specializing in Physical AI, showcased its entire robotics portfolio at a major event in Munich, highlighting its ambitions for the German and European markets. The presentation included a range of innovations, from humanoid robots to quadrupedal designs, demonstrating the company's commitment to advancing robotic technology in these regions.
Allgemein
ETH Zurich Enables Robots to 'Imagine': Zero-Shot Deployment for Quadrupedal and Humanoid Robots!
A research team at ETH Zurich has unveiled a groundbreaking neural network simulator designed to enhance robotic capabilities by enabling robots to visualize actions internally before executing them on physical hardware. This innovative framework, known as the Robotic World Model (RWM), facilitates zero-shot transfer for ANYmal D and Unitree G1 robots, significantly improving their ability to predict motion trajectories with remarkable accuracy. The development, which was completed recently, represents a significant advancement in robotics, potentially transforming how robots interact with their environments by allowing for more efficient and precise movements.
Robotic Simulation Neural Networks Quadrupedal Robots Humanoid Robots AI Training
Robot Talk Episode 156 – Rugged robots for dangerous missions, with Gavin Kenneally
Claire recently engaged in a conversation with Gavin Kenneally, the Co-Founder and CEO of Ghost Robotics, a company renowned for its advancements in legged robotics technology. The discussion focused on the potential applications of robotic dogs in defense, security, and public safety sectors. Kenneally, who leads a team of skilled engineers, elaborated on how these innovative machines could enhance operational capabilities in various environments. The dialogue highlighted the growing interest in integrating robotics into critical areas, emphasizing the need for advanced technology to address modern challenges. As the demand for effective security solutions increases, Ghost Robotics aims to position its robotic dogs as essential tools for law enforcement and military applications.
Deep Robotics Deploys Quadruped Robots at FAW Plant for Inspection
Deep Robotics has introduced its Jueying X30 quadruped robots at a FAW Group factory, marking a significant step towards automating inspection tasks and enhancing industrial maintenance efficiency. This deployment, which took place in October 2023, aims to streamline operations within the manufacturing environment. By utilizing advanced robotic technology, the initiative seeks to reduce human error and increase productivity in routine inspections. The integration of these robots is expected to not only optimize maintenance processes but also contribute to overall operational effectiveness at the facility.
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AGIBOT Unveils New Generation of Embodied AI Robots and Models, Accelerating Real
AGIBOT has unveiled a new generation of embodied AI robots and models designed to improve the deployment of physical AI in real-world applications. This launch, which took place recently, features advanced robotic platforms including the AGIBOT A3 humanoid robot, the D2 Max autonomous quadruped, and a body-free data collection system. These innovations are part of a broader ecosystem aimed at facilitating scalable AI development across various industries. The initiative seeks to enhance the integration of AI into human workflows, addressing the growing demand for advanced automation solutions.
Embodied AI Robotics Artificial Intelligence Automation Technology Innovation
AGIBOT's Humanoid Robots Take Home Multiple Best of CES 2026 Awards Following U.S. Debut
At CES 2026, AGIBOT showcased its advanced humanoid and quadruped robots, marking a significant milestone in the company's U.S. debut. The innovative designs garnered multiple Best of CES awards, underscoring AGIBOT's emergence as a leader in the robotics industry. The A2 Series and other models were praised for their operational maturity and practical applications across various sectors, demonstrating AGIBOT's effective transition from research and development to market deployment. This achievement reflects the company's commitment to advancing robotics technology and addressing real-world challenges.
Robotics Humanoid Robots Artificial Intelligence Technology CES 2026
Boston Dynamics tests robots from Unitree Robotics: report
Marc Raibert, the founder of Boston Dynamics, announced in an interview with Yicai Global on Monday that his robotics research institute has acquired robots from the Chinese startup Unitree Robotics for performance evaluation. Boston Dynamics is renowned for its advanced robotic creations, including the humanoid robot Atlas and the quadruped robot Spot. Raibert's initiative aims to assess the capabilities of Unitree's robots, highlighting a growing interest in international collaboration and innovation within the robotics sector. The acquisition reflects Boston Dynamics' commitment to exploring diverse robotic technologies and enhancing its own product offerings.
News FeedRobotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
