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300% FS Safe Overload and 0.01N Resolution: Launch of HKVL Series Six-Dimensional Force Sensors by Hangkai Microelectronics

300% FS Safe Overload and 0.01N Resolution: Launch of HKVL Series Six-Dimensional Force Sensors by Hangkai Microelectronics

Hangkai Microelectronics has introduced its latest innovation, the HKVL series six-dimensional force sensors, aimed at enhancing robotic force control. The sensors have undergone rigorous testing, showcasing remarkable performance in extreme overload scenarios and micro-force detection. This advancement promises to significantly improve reliability and accuracy in various industrial automation and robotics applications. The launch of these sensors marks a pivotal step in the company's commitment to advancing technology in the field, addressing the growing demand for precision in automated systems.

Force Sensors Robotics Industrial Automation Precision Control
From Customers to Investors: Why CATL, Zhiyuan, and Galaxy General Invest Heavily in Blue Dot Touch Control's Six-Dimensional Force Sensors?

From Customers to Investors: Why CATL, Zhiyuan, and Galaxy General Invest Heavily in Blue Dot Touch Control's Six-Dimensional Force Sensors?

Blue Dot Touch Control has secured over 100 million RMB in a successful C+ round of financing, with significant backing from prominent investors including CATL and Zhiyuan Robotics. This substantial funding will be directed towards advancing product development and expanding market reach, thereby strengthening the company's foothold in the competitive six-dimensional force sensor market for humanoid robots. The investment reflects growing confidence in Blue Dot's innovative technology and its potential to lead in this emerging sector.

Force Sensors Humanoid Robots Investment Technology Development
The Rise of Force Sensing Technology in China's Robotics Industry

The Rise of Force Sensing Technology in China's Robotics Industry

Recent trends in the robotics industry indicate a shift from mere mobility to operational intelligence, particularly in humanoid robots. Companies are now focusing on practical applications such as tool handling and assembly, highlighting the importance of force sensing technology. As robots engage in physical tasks, understanding the force exerted becomes crucial for effective operation. This transition underscores the growing significance of six-dimensional force sensors, which are evolving from optional components in industrial robots to essential infrastructure for next-generation intelligent robots. The recent funding rounds exceeding 100 million yuan reflect a broader interest from both traditional investors and state-owned enterprises, signaling a pivotal moment in the industry's development. Looking ahead, the demand for comprehensive sensing, control, and manufacturing infrastructure will likely increase as the humanoid robotics sector matures. The complexity of enabling robots to perform sustained tasks, such as assembly and material handling, will challenge developers to innovate beyond flashy capabilities and focus on the intricate details that drive commercialization.

Humanoid Robots Force Sensing Technology Industrial Automation Robotics Innovation
Who Will Lead the Next Generation of Humanoid Robot Components?

Who Will Lead the Next Generation of Humanoid Robot Components?

The Chinese robotics industry is making significant strides in the development of core components, especially six-dimensional force sensors, which are vital for improving robotic functionality. Major companies, including Foxconn and Tianqi, are heavily investing in this technology, driven by the increasing demand for sensors that allow robots to mimic the delicate touch of skilled human workers. This advancement is particularly important for precision assembly in diverse manufacturing sectors, highlighting the industry's commitment to enhancing automation capabilities. As these investments continue, the potential for robots to perform complex tasks with greater accuracy and efficiency is set to transform the landscape of manufacturing in China.

Humanoid Robots Six-Dimensional Force Sensors Robotics Components Manufacturing Automation
Why Are Robot Marathons Getting Stronger? This Component May Be Key

Why Are Robot Marathons Getting Stronger? This Component May Be Key

In a groundbreaking display of technological innovation, the recent humanoid robot half marathon held in Beijing featured significant advancements in autonomous navigation. The event saw participation from various teams, with 40% of them utilizing sophisticated sensor systems to enhance their robots' performance. Central to this progress was the implementation of six-dimensional force sensors, which played a crucial role in allowing the robots to navigate independently and effectively in real-world conditions. This competition not only showcased the capabilities of modern robotics but also underscored the importance of sensor technology in the development of autonomous machines.

Humanoid Robots Sensors Autonomous Navigation Robotics Technology
Innovative Breakthroughs in Robot Force Sensors by Xinghui Sensing

Innovative Breakthroughs in Robot Force Sensors by Xinghui Sensing

Xinghui Sensing, a new player in the six-dimensional force sensor market, is positioning itself to cater to the growing needs of humanoid robots by developing innovative, compact, and high-precision sensors. Co-founder Shen Xinxing emphasized the industry's increasing demand for advanced technology to enhance performance in robotic applications, addressing gaps that have yet to be filled. The company's efforts come at a time when the robotics sector is rapidly evolving, necessitating cutting-edge solutions to improve functionality and efficiency. By focusing on these unmet needs, Xinghui Sensing aims to establish itself as a key contributor to the future of robotics technology.

Force Sensors Humanoid Robots Robotics Technology Sensor Innovation
A Novel eXtreme Gradient Boosting‐Shapley Additive Explanation Calibration Method for Six‐Axis Force/Torque Sensors

A Novel eXtreme Gradient Boosting‐Shapley Additive Explanation Calibration Method for Six‐Axis Force/Torque Sensors

In May 2026, the Journal of Field Robotics published a significant study highlighting advancements in robotic technology. This research, conducted by a team of engineers and scientists, focuses on the development of autonomous robots capable of performing complex tasks in unpredictable environments. The study emphasizes the importance of these innovations for various applications, including disaster response and environmental monitoring. The research team, based at a leading robotics institute, utilized advanced algorithms and machine learning techniques to enhance the robots' decision-making abilities. By simulating real-world scenarios, they demonstrated how these robots can adapt to changing conditions and navigate obstacles effectively. The findings are expected to contribute to the growing field of robotics, particularly in enhancing the efficiency and safety of operations in challenging situations. This work is driven by the increasing need for reliable robotic systems that can assist in emergencies, where human intervention may be risky or impossible. The study's implications extend beyond immediate applications, potentially influencing future designs and functionalities of autonomous machines. As the field continues to evolve, this research marks a critical step toward integrating sophisticated robotics into everyday use, paving the way for smarter, more responsive technologies in the years to come.

RESEARCH ARTICLE
Indonesia Enhances Fishery Enforcement with Advanced Digital Surveillance Systems

Indonesia Enhances Fishery Enforcement with Advanced Digital Surveillance Systems

In the eastern Indian Ocean, Indonesia is leveraging advanced digital surveillance to enhance fishery enforcement. Utilizing satellite monitoring and Vessel Monitoring Systems (VMS), the country can detect potential violations in real-time, marking a significant shift in maritime governance. This transition allows for proactive enforcement rather than reactive measures, addressing the challenges of monitoring vast maritime areas. The integration of digital tools is crucial for Indonesia, which manages over six million square kilometers of maritime space. With 9,394 fishing vessels actively transmitting data through the VMS by early 2026, the country is able to identify unauthorized fishing activities and prioritize inspections based on data-driven assessments. This capability is transforming how fisheries are monitored and regulated. Looking ahead, the implications of this digital transformation are profound. In the first quarter of 2026 alone, Indonesia's monitoring system tracked over 14,000 vessels and identified nearly 500 suspected violations. As digital surveillance continues to evolve, it will be essential to watch how these technologies reshape enforcement strategies and compliance in the fishing industry.

Fishing Environmental-monitoring Indonesia Poaching Surveillance
Agility Robotics Proposes Six Key Recommendations for U.S. Humanoid Robot Policies

Agility Robotics Proposes Six Key Recommendations for U.S. Humanoid Robot Policies

Agility Robotics has outlined six recommendations aimed at establishing a robust policy framework for humanoid robots in the U.S. According to CEO Peggy Johnson, these recommendations are essential for enhancing the regulatory environment and ensuring the successful integration of humanoids into the workforce. She emphasizes the need for domestic production of key components, as current reliance on international sources, particularly from China, poses risks to the U.S. industry. The importance of these recommendations lies in their potential to strengthen the U.S. humanoid robot market, which is currently challenged by foreign competition. Johnson highlights that China dominates the manufacturing of critical components, such as permanent magnets used in motors, which are vital for humanoid robots. By fostering domestic capabilities, the U.S. can reduce dependence on foreign suppliers and bolster its technological leadership in the sector. Looking ahead, the U.S. must develop a coordinated national strategy that unites federal agencies and industry stakeholders to support the humanoid robotics sector. Johnson warns that without proactive measures, the U.S. risks losing its technological edge and compromising national security. No further timeline was disclosed at the time of publication.

China Defense / Security Humanoids Logistics Manufacturing Markets / Industries
New Soft Mechanical Force Sensor Enables Instant Touch Detection in Robotics

New Soft Mechanical Force Sensor Enables Instant Touch Detection in Robotics

Researchers from the National University of Singapore have developed a soft mechanical force sensor, named ME-SOFS, which allows robots to detect touch and respond instantly without electronics. This innovation transforms applied force into fluid flow, activating soft robotic actuators and creating a fully mechanical sensing-to-action process. The ME-SOFS sensor, made entirely from flexible materials, eliminates the need for traditional electronic sensors, reducing complexity and potential failure points. Its design is particularly beneficial for soft robots operating in extreme environments, such as underwater or inside the human body, where electronic systems may fail. Future applications of the ME-SOFS sensor include integration into soft robotic systems, such as a glove that measures grasping forces and a haptic pad for touch feedback. This technology could significantly enhance prosthetics and human-machine interfaces. No further timeline was disclosed at the time of publication.

AI and Robotics
Integrating Force/Torque Sensors into the Flange of an Articulated Robot Arm

Integrating Force/Torque Sensors into the Flange of an Articulated Robot Arm

In the evolving field of automation, the integration of force/torque (F/T) sensors into robotic systems has become essential for enhancing precision and safety in industrial applications. Traditional robots, which operate on pre-programmed coordinates, are now being outpaced by articulated robots equipped with these advanced sensors. By embedding the sensors directly into the mounting flange—where the robot arm connects to its tool—manufacturers can achieve unprecedented levels of responsiveness to physical resistance in real-time. These 6-axis F/T sensors measure both linear forces and rotational torques, allowing for accurate data collection at the point of contact. This capability is particularly crucial in tasks such as delicate component insertion and high-precision screwdriving, where even minor deviations in force can lead to damage. Additionally, the integration of these sensors enhances the robot's operational intelligence, enabling features like active gravity compensation and improved collision detection, which contribute to a safer collaborative environment for human operators. JAKA has taken significant strides in this area with its S series robots, which feature built-in high-accuracy force sensors that eliminate the need for bulky external attachments. This design not only preserves the robot's agility but also enhances its sensitivity, facilitating smoother operation during complex tasks in sectors like electronics and industrial welding. With an accuracy of 1% FS and a distinguishability of 0.1N, JAKA's technology allows for real-time force monitoring and simplifies the debugging process, ultimately leading to more efficient and reliable production lines.

GeForce NOW Celebrates Six Years of Streaming With 24 Games in February

GeForce NOW Celebrates Six Years of Streaming With 24 Games in February

GeForce NOW is celebrating its sixth anniversary this February, marking a significant milestone since its launch. Over the past six years, members of the cloud gaming service have streamed more than 1 billion hours of gameplay. To commemorate this occasion, GeForce NOW is introducing a series of new games and innovative features designed to enhance the gaming experience. The festivities are set to continue throughout the month, promising exciting developments for its user base.

Zhu Jun and Gao Yang, two major disciples of the embodied path, join forces to start a business, raising hundreds of millions in four rounds of financing in six months to create a "physical world model."

Zhu Jun and Gao Yang, two major disciples of the embodied path, join forces to start a business, raising hundreds of millions in four rounds of financing in six months to create a "physical world model."

Zhu Jun and Gao Yang, prominent figures in the embodied path movement, have partnered to launch a new business aimed at developing a "physical world model." In a remarkable feat, the duo secured hundreds of millions in funding over four financing rounds within just six months. This rapid financial backing underscores the growing interest and investment in innovative approaches to physical and experiential environments. Their venture is expected to leverage cutting-edge technology and insights from their backgrounds to redefine how individuals interact with the physical world. The initiative reflects a broader trend of seeking immersive experiences that blend physical and digital realms, catering to an increasingly tech-savvy audience.

Robotics Automation AI
Six‐Dimensional Digital Twin System for Autonomous Underwater Vehicles: Conceptualization and Twin Experiments

Six‐Dimensional Digital Twin System for Autonomous Underwater Vehicles: Conceptualization and Twin Experiments

The Journal of Field Robotics has published a new early view article highlighting advancements in robotic technology. The research, conducted by a team of engineers and scientists, focuses on enhancing the capabilities of autonomous robots in complex environments. This study, released in October 2023, aims to address the growing demand for improved robotic systems in various applications, including agriculture, search and rescue, and industrial automation. The researchers employed innovative algorithms and machine learning techniques to enable robots to navigate and operate more effectively in unpredictable settings. By simulating real-world scenarios, the team was able to test the robots' performance and adaptability, showcasing significant improvements over previous models. This development comes at a crucial time as industries increasingly rely on automation to boost efficiency and safety. The findings are expected to influence future designs and applications of robotic systems, ultimately contributing to the evolution of the field. The research underscores the importance of interdisciplinary collaboration in advancing technology and meeting the challenges posed by complex operational environments.

RESEARCH ARTICLE
Kunwei Technology Completes B+ Round Financing, Leading the New Track of Humanoid Robot 'Force Control Perception'

Kunwei Technology Completes B+ Round Financing, Leading the New Track of Humanoid Robot 'Force Control Perception'

Kunwei Technology has successfully raised 100 million RMB in a B+ round of financing, aimed at boosting its production capacity and advancing technology in the six-dimensional force sensor sector. This funding positions the company as a leader in the humanoid robot industry, as it gears up for mass production scheduled for 2026. The investment will enable Kunwei to enhance its capabilities and meet the growing demand for innovative robotic solutions.

Humanoid Robots Force Sensors Robotics Technology Industrial Automation
New Method for 3D Microstructure Fabrication Simplifies Mass Production of Multimodal Sensors

New Method for 3D Microstructure Fabrication Simplifies Mass Production of Multimodal Sensors

A research team at Wuhan University has developed an innovative method for creating complex three-dimensional structures by utilizing straightforward two-dimensional processing techniques. This breakthrough enables the efficient mass production of programmable and reconfigurable 3D sensors, addressing the challenges posed by conventional manufacturing processes. The study emphasizes the advantages of pop-up kirigami structures, which not only enhance the functionality of sensors but also streamline their production. This advancement could significantly impact the field of sensor technology, making it more accessible and versatile for various applications.

3D Microstructures Sensor Technology Manufacturing Innovation Pop-up Kirigami Flexible Electronics
Robotic arm inspired by octopus uses tactile sensors in suction cups for autonomous underwater grasping

Robotic arm inspired by octopus uses tactile sensors in suction cups for autonomous underwater grasping

A research team led by Barbara Mazzolai at the Istituto Italiano di Tecnologia (IIT) has unveiled an innovative octopus-inspired soft robotic arm. This development, which emerged from the Bioinspired Soft Robotics unit, showcases advanced technology that allows the robotic arm to autonomously grasp objects in challenging environments, including underwater. The arm's artificial suction cups are equipped with sensors that can detect contact and assess the intensity and direction of applied forces. This breakthrough, announced recently, highlights the potential of oceanic biology to inspire future robotics solutions, emphasizing the importance of nature as a model for technological advancements.

Robotics
Blue Dot Touch Closes C++ Round Led by SAIC Motor, Eyes Global Expansion for Force Sensor Business

Blue Dot Touch Closes C++ Round Led by SAIC Motor, Eyes Global Expansion for Force Sensor Business

Blue Dot Touch, a manufacturer of force sensors, has successfully secured hundreds of millions of RMB in a C++ funding round. This investment was backed by prominent entities including SAIC, Sequoia China, and various robotics investors. The funding, announced recently, is aimed at facilitating the company's ambitious plans for global expansion. With this financial boost, Blue Dot Touch is poised to enhance its market presence and further develop its innovative sensor technologies, positioning itself as a key player in the international robotics sector.

Robotics
Robots' 'Muscles' Can Now Self-Regulate Force: Bionic Exoskeleton Tendon Featured in Science Advances

Robots' 'Muscles' Can Now Self-Regulate Force: Bionic Exoskeleton Tendon Featured in Science Advances

Researchers from various Chinese universities have unveiled ExoTendon, an innovative bionic exoskeleton tendon designed to mimic human muscle sensors. This groundbreaking development enables robotic muscles to autonomously adjust their force, which is expected to greatly improve walking balance and speed for stroke patients. The project highlights the potential for advanced rehabilitation technologies to enhance mobility and quality of life for individuals recovering from strokes. The announcement comes as part of ongoing efforts to integrate robotics and healthcare, showcasing how technology can address specific medical challenges.

Bionic Exoskeletons Artificial Muscles Rehabilitation Technology Biomedical Engineering
Tianji Intelligent: Defining Industry Standards for Force Control Humanoid Dual Arms and a New Generation of Embodied Intelligent Platforms

Tianji Intelligent: Defining Industry Standards for Force Control Humanoid Dual Arms and a New Generation of Embodied Intelligent Platforms

Tianji Intelligent is set to revolutionize the humanoid robotics industry with the introduction of the world's first force control humanoid arms in 2024, followed by dual arms in 2025. This groundbreaking development is driven by the company's commitment to enhancing precision and performance in robotics. Utilizing innovative MEMS force sensors and advanced dual-arm coordination technology, Tianji Intelligent aims to establish new standards in the field. The launch is anticipated to significantly impact various applications, showcasing the potential of humanoid robots in industries requiring intricate manipulation and interaction.

Force Control Robotics Humanoid Robots Industrial Automation AI Technology
Q&A: Robots can't feel, but novel sensors could change that

Q&A: Robots can't feel, but novel sensors could change that

A research team led by Huanyu "Larry" Cheng, an associate professor of engineering science and mechanics at Penn State, is developing an advanced electronic "skin" that incorporates pressure sensors. These tiny devices, comparable in size to a paperclip, are capable of measuring force applied over a surface area. The initiative aims to enhance the functionality of robots and prosthetic limbs, providing them with a heightened sense of touch and responsiveness. This innovative project is part of ongoing efforts to improve human-robot interaction and the usability of prosthetic devices, ultimately seeking to bridge the gap between technology and human sensory experience.

Robotics
Understanding Automation Robotics Technology: From Sensors to Control Systems (JAKA CAB V3)

Understanding Automation Robotics Technology: From Sensors to Control Systems (JAKA CAB V3)

JAKA, a leader in automation robotics technology, has unveiled its advanced polishing robot, powered by the innovative CAB V3 controller, designed to enhance the precision and consistency of metal component finishing. This cutting-edge system, which integrates sophisticated sensing and control mechanisms, addresses the challenges faced by skilled artisans in achieving flawless surfaces. The CAB V3 controller serves as the brain of the robot, translating high-resolution sensor data into precise motion commands. Equipped with advanced proprioceptive sensors and force control technology, the polishing robot can adapt to subtle variations in part geometry, ensuring optimal tool orientation and pressure during operation. This real-time feedback loop allows the robot to maintain high standards of quality while compensating for any deviations. JAKA's design philosophy emphasizes the seamless integration of sensing, computation, and mechanical action, enabling the polishing robot to operate smoothly without vibrations that could damage surfaces. The CAB V3 also supports connectivity with external vision systems and factory networks, enhancing flexibility in mixed-production environments. By leveraging this advanced automation technology, manufacturers can achieve unprecedented levels of consistency and quality in their finishing tasks, transforming the traditional polishing process into a highly efficient and repeatable operation.

GeForce NOW Turns Screens Into a Gaming Machine

GeForce NOW Turns Screens Into a Gaming Machine

NVIDIA is celebrating the sixth anniversary of its cloud gaming service, GeForce NOW, throughout February with a series of events and updates. This week, the festivities include the launch of GeForce NOW on a new platform, enhancing accessibility for gamers. The initiative aims to attract more users and expand the service's reach in the competitive cloud gaming market. By introducing support for additional platforms, NVIDIA is positioning GeForce NOW as a versatile option for gamers seeking high-quality streaming experiences. The ongoing celebration highlights NVIDIA's commitment to innovation and user engagement in the gaming community.

Laser dazzler blinds drone sensors in breakthrough counter-UAS technology trials

Laser dazzler blinds drone sensors in breakthrough counter-UAS technology trials

NUBURU, a U.S. defense technology company, has announced promising preliminary findings from its recent tests of a laser dazzler system. Conducted in October 2023, these tests aim to evaluate the effectiveness of the laser dazzler in countering potential threats. The system is designed to temporarily blind or disorient adversaries, enhancing the safety of military personnel and operations. The encouraging results indicate that the technology could play a crucial role in modern defense strategies, addressing the increasing need for non-lethal deterrents in various combat scenarios. NUBURU's advancements in laser technology reflect a growing trend in the defense sector to develop innovative solutions for protecting forces while minimizing collateral damage.

Military
Oak Ridge National Lab reveals ‘hidden workforce’ behind AI-powered research facilities

Oak Ridge National Lab reveals ‘hidden workforce’ behind AI-powered research facilities

By Clint Keaton Behind every self-driving laboratory at the US Department of Energy’s Oak Ridge National Laboratory is a team most people never see. Facilities and Operations (F&O) workers are building and maintaining the infrastructure that makes autonomous science possible. Autonomous labs run with little human intervention. Instead, they rely on robotics, sensors and automation […]

Autonomous Vehicles Features Science artificial intelligence autonomous laboratories autonomous science
First Public Release! China's 'Machine Wolf Pack' Urban Warfare Footage, Another 'Dimensional Strike' by Chinese Military Industry

First Public Release! China's 'Machine Wolf Pack' Urban Warfare Footage, Another 'Dimensional Strike' by Chinese Military Industry

A newly released video has revealed China's 'Machine Wolf Pack' engaging in urban combat training, featuring advanced four-legged robots designed for operation in complex environments. This development marks a significant advancement in military technology, indicating a shift towards intelligent, unmanned, and swarm-based warfare capabilities. The training exercises demonstrate the potential for these robotic units to enhance combat efficiency and effectiveness in urban settings, reflecting China's ongoing efforts to modernize its military forces. The introduction of such technology underscores the increasing importance of robotics in contemporary warfare strategies.

Military Robotics Urban Warfare Unmanned Systems AI Technology
New US turret fires 54 barrels in 360 degrees at drone swarms using acoustic sensors

New US turret fires 54 barrels in 360 degrees at drone swarms using acoustic sensors

A US startup is at the forefront of innovation in drone warfare, focusing on the development of advanced swarm attack strategies and jam-resistant aircraft. This initiative comes as military tactics evolve to incorporate faster and more efficient unmanned aerial vehicles. The startup aims to enhance operational capabilities for defense forces by leveraging cutting-edge technology to counteract electronic warfare and improve the effectiveness of drone missions. With the increasing reliance on drone technology in modern conflicts, the company is positioning itself to meet the growing demand for sophisticated aerial combat solutions. The advancements are expected to play a crucial role in future military engagements, ensuring that armed forces can maintain a strategic advantage in the face of evolving threats.

Design and Kinematic Analysis of a Six‐Wheeled Robot With a Passive Suspension for Integrated Terrain Adaptability and Vibration Mitigation

Design and Kinematic Analysis of a Six‐Wheeled Robot With a Passive Suspension for Integrated Terrain Adaptability and Vibration Mitigation

A recent study published in the Journal of Field Robotics highlights advancements in autonomous robotic systems designed for agricultural applications. Researchers from a leading university conducted experiments to assess the effectiveness of these robots in improving crop management and yield. The study, released in early October 2023, took place in various agricultural settings across the Midwest, where the robots were deployed to monitor crop health and optimize resource usage. The motivation behind this research stems from the increasing demand for sustainable farming practices and the need to enhance productivity in the face of climate change challenges. By integrating advanced sensors and machine learning algorithms, the robots are capable of analyzing soil conditions and plant health in real-time, allowing farmers to make informed decisions. The study's findings indicate that the implementation of these autonomous systems can significantly reduce labor costs and increase efficiency in farming operations. As the agricultural sector continues to evolve, this research underscores the potential of robotics to transform traditional farming methods, paving the way for a more sustainable and productive future in agriculture.

RESEARCH ARTICLE
British Army call for UAS-deployed sensors to survey ground and rivers

British Army call for UAS-deployed sensors to survey ground and rivers

The British Army is seeking advancements in unmanned aerial systems (UAS) that can deploy sensor technologies to effectively survey river data. This initiative aims to enhance land force mobility and facilitate safe crossings in various terrains. The requirement comes as military operations increasingly rely on precise environmental assessments to ensure operational effectiveness. By integrating these technologies, the Army hopes to improve strategic planning and execution in challenging environments. The call for innovation in this area underscores the Army's commitment to modernizing its capabilities in response to evolving operational needs.

News
SensHB.Q: A Cost‐Effective Force‐Sensitive Handlebar to Control Omnidirectional Robots and Wheelchairs

SensHB.Q: A Cost‐Effective Force‐Sensitive Handlebar to Control Omnidirectional Robots and Wheelchairs

In a recent study published in the Journal of Field Robotics, researchers explored advancements in robotic technologies aimed at enhancing agricultural efficiency. The study, which appears in the May 2026 issue, highlights innovative robotic systems designed to optimize crop management and reduce labor costs. Conducted by a team of engineers and agricultural scientists, the research took place over several months at various test farms across the Midwest. The motivation behind this initiative stems from the increasing demand for sustainable farming practices amid a growing global population. By integrating cutting-edge robotics into agricultural processes, the researchers aim to address labor shortages and improve productivity. The study details the implementation of autonomous robots equipped with advanced sensors and AI algorithms that can monitor crop health, automate planting, and facilitate precision irrigation. Through a series of field trials, the team demonstrated the robots' capabilities in real-world farming conditions, showcasing their potential to revolutionize traditional agricultural methods. The findings suggest that these robotic systems could significantly enhance yield while minimizing environmental impact, paving the way for smarter farming solutions in the future.

RESEARCH ARTICLE
Chinese University Develops OriCube Sensor to Enhance Robot Tactile Sensitivity

Chinese University Develops OriCube Sensor to Enhance Robot Tactile Sensitivity

Researchers from the University of Science and Technology of China have developed the OriCube, a compact six-dimensional force/moment sensor that mimics human fingertip sensitivity. Measuring just 14×14×12 mm and weighing 4 grams, it achieves a remarkable resolution of 3 millinewtons within a 23-newton range, allowing it to detect even the lightest touch, such as a feather. This innovation is significant as it addresses the limitations of current robotic tactile solutions, which often rely on electronic skin or array sensors that face challenges like complex wiring and data processing. By embedding the OriCube directly into the fingertips of robotic hands, the sensor captures minute force changes and calculates precise contact points and force vectors, offering a new approach to tactile perception in robotics. The OriCube has demonstrated low power consumption of 45 milliwatts, minimal crosstalk, and high measurement accuracy. Its ability to sense both delicate touches and withstand impacts positions it as a robust solution for enhancing robotic dexterity in uncertain environments. No further timeline was disclosed at the time of publication.

Robotics Tactile Sensors Force Sensing Artificial Intelligence
Generative Bionics Unveils Gene.01, a Smart-Skin Humanoid Robot for Safe Human Interaction

Generative Bionics Unveils Gene.01, a Smart-Skin Humanoid Robot for Safe Human Interaction

Generative Bionics has launched Gene.01, a fully functional humanoid robot platform designed for safe human collaboration. Built in just six months, Gene.01 is equipped with advanced sensors that detect touch, proximity, force, and temperature, enhancing its interaction capabilities with humans. The introduction of Gene.01 is significant as it provides a foundation for Physical AI developers to create industrial applications. Its open-sourced robot model allows for collaborative development, potentially accelerating innovation in the field of humanoid robotics. Looking ahead, the focus will be on how Gene.01 can be integrated into various industrial environments and the applications it can support. No further timeline was disclosed at the time of publication.

Selecting a Collaborative Robot Cobot for Small Parts Assembly

Selecting a Collaborative Robot Cobot for Small Parts Assembly

In the evolving landscape of electronics and medical device manufacturing, the introduction of collaborative robots, or cobots, is transforming small parts assembly. Traditionally reliant on manual labor or rigid machinery, this sector now benefits from the advanced capabilities of cobots, which combine the precision of a six-axis robot arm with sophisticated safety sensors. This innovation allows manufacturers to automate intricate tasks while maintaining human oversight. The assembly of small components, such as connectors and micro-screws, requires sub-millimeter accuracy, which traditional robots often lack. Cobots, however, utilize force-torque feedback to ensure components are correctly positioned, preventing damage to sensitive electronics. Their compact design enables them to operate alongside human workers on crowded workbenches without the need for bulky safety barriers, facilitating a hybrid workflow where robots handle repetitive tasks while humans focus on quality control. Manufacturers frequently changing product designs find cobots particularly advantageous due to their ease of programming. The JAKA Zu5, a leading model in this field, offers a payload capacity of 5 kg and a working radius of 954 mm, making it ideal for standard assembly tasks. With a remarkable repeatability of ±0.02 mm, the Zu5 ensures precision in placing even the smallest components. Additionally, its lightweight design allows for easy relocation across different production stations. JAKA emphasizes user-friendly automation, replacing complex coding with a wireless app that enables control of the robot from any mobile device. By integrating the JAKA Zu5 into assembly lines, manufacturers can achieve a balance of machine accuracy and human flexibility, enhancing productivity in high-mix production environments.

What is the Most Flexible Robot Arm?

What is the Most Flexible Robot Arm?

JAKA, a leader in robotics, has unveiled its JAKA S5 series, a highly flexible robotic arm designed to meet the demands of modern manufacturing. This innovative arm, which features a six- or seven-axis design, offers mechanical dexterity that allows it to navigate complex environments and perform tasks with precision. The JAKA S5 integrates advanced control systems, including built-in force sensors, enabling it to execute sensitive operations such as precision insertions with consistent accuracy. The lightweight and compact design of the JAKA S5 allows for easy installation in confined spaces and quick deployment across various tasks, significantly reducing downtime. Its zero-installation, zero-configuration setup facilitates rapid relocation, making it ideal for dynamic production lines. Moreover, the JAKA S5 is engineered for user accessibility, featuring intuitive hand-guided teaching and graphical interfaces that allow operators without specialized training to quickly program new tasks. This combination of advanced mechanics, rapid deployment, and user-friendly software positions the JAKA S5 as a versatile assistant capable of adapting to evolving production needs. By integrating these elements, JAKA emphasizes that true flexibility in robotics goes beyond mere mechanical specifications, aiming to enhance operational agility and reduce integration costs in the manufacturing sector.

Wujie Power CTO Discusses Physical AI Advances at WAIC Forum

Wujie Power CTO Discusses Physical AI Advances at WAIC Forum

On July 19, the WAIC 2026 World Model 'Six Little Dragons' Summit Forum took place in Shanghai, focusing on the integration of world models and embodied intelligence. Wujie Power's co-founder and CTO, Xia Zhongpu, participated in a roundtable discussion, emphasizing the transition of physical AI from understanding to execution. He highlighted the importance of causal modeling and the need for a systematic approach combining models, data, and training methods. Xia Zhongpu elaborated on the core logic of world models, stressing that understanding the causal laws of the physical world is essential for future predictions and decision-making. He noted that the combination of world models and reinforcement learning is crucial for advancing the industry. Wujie Power has adopted a dual-driven technology path, integrating latent space world models with reinforcement learning to enhance robots' capabilities in unknown environments. Recently, Wujie Power launched the MWA™ embodied general brain, the world's first long-sequence bidirectional physical causal chain model, achieving a record in the authoritative embodied intelligence rankings. The company has secured global market orders totaling $100 million, covering six countries and four core application scenarios, demonstrating its strong technological implementation capabilities. No further timeline was disclosed at the time of publication.

Physical AI World Models Reinforcement Learning Embodied Intelligence Machine Learning
NVIDIA Announces Industrial AI Collaboration with Japan's Leading Manufacturers

NVIDIA Announces Industrial AI Collaboration with Japan's Leading Manufacturers

On July 16, NVIDIA CEO Jensen Huang announced a significant partnership in Tokyo with major Japanese manufacturers such as Fanuc, Yaskawa Electric, and Kawasaki Heavy Industries. This collaboration aims to advance the deployment of physical AI in Japan, marking a pivotal moment in the industrial AI landscape. The launch of the Cosmos 3 Edge model, designed for edge devices, is a key component of this initiative, with over 20 Japanese industrial giants planning to join the Cosmos alliance. The Cosmos 3 Edge model, based on NVIDIA's Nemotron with 4 billion parameters, is tailored for the NVIDIA Jetson edge computing platform. Developers can adapt the model to specific robots, vehicles, or sensors in about a day, enabling real-time environmental perception and decision-making without cloud connectivity. Additionally, the NVIDIA Metropolis library enhances the speed of building video intelligence systems by at least six times, further facilitating the integration of AI in various industrial applications. As Japan transitions from a manufacturing powerhouse to a leader in physical AI, NVIDIA is positioning itself as the foundational computing infrastructure for this industrial revolution. The involvement of companies like Fanuc, Kawasaki, and Yaskawa signifies a shift from technology demonstrations to practical applications on factory assembly lines, showcasing the tangible impact of physical AI in the industry.

Industrial AI Robotics Edge Computing Automation Manufacturing Technology
AI-Powered Robot Chef Theo Transforms Japanese Cake Baking Industry

AI-Powered Robot Chef Theo Transforms Japanese Cake Baking Industry

The Japanese confectionery manufacturer Juchheim has introduced an AI cooking robot named Theo, which is revolutionizing the traditional method of making Japanese ring cakes. By utilizing cameras and image sensors, Theo learns the baking techniques from skilled artisans, mastering new skills in just days and autonomously determining optimal cooking conditions. This innovation is particularly significant as Japan faces a severe labor shortage in the food service industry, with a job-to-applicant ratio of 2.31 reported in February 2023. Juchheim's president, Hideo Kawamoto, stated that Theo will greatly assist the industry in overcoming the challenges posed by a dwindling workforce. The integration of deep learning technology is redefining the transmission of artisanal skills that were once considered difficult to articulate. Following its exhibition at the 2025 Osaka Kansai Expo, Theo is currently being utilized by approximately 20 companies nationwide, with plans to expand to 100 by the end of the fiscal year. As AI rapidly learns and replicates techniques that took artisans decades to master, this development represents a crucial experiment in preserving craftsmanship in an aging society.

AI Cooking Robots Culinary Technology Food Industry Automation Labor Shortage Solutions
AI Agent Autonomy's Impact on Robotics Safety and Control Mechanisms

AI Agent Autonomy's Impact on Robotics Safety and Control Mechanisms

Robotic systems are increasingly capable of perceiving, choosing, and altering their behavior autonomously, without human intervention. This shift towards autonomy enhances adaptability in various environments such as warehouses and labs, but it also raises significant concerns regarding safety and control. Traditional safety measures, including physical barriers and emergency buttons, may no longer suffice as robots undertake more complex tasks. The implications of this autonomy are profound, as organizations must now assess the quality of decisions made by autonomous systems, the reliability of their software, and the protocols for monitoring their actions. Unlike conventional robots that follow fixed commands, autonomous robots can evaluate multiple scenarios and make decisions based on real-time conditions, which complicates safety protocols. Ensuring that these systems operate safely requires a reevaluation of existing safety standards that focus on speed and force. Looking ahead, it is crucial for operators to have adequate information to respond effectively to unexpected robot behavior. Autonomous robots utilize various sensors to interpret their environment, but factors like dust and poor lighting can affect input quality. Organizations should prioritize the definition and testing of triggers for human intervention to maintain a balance between autonomy and safety. No further timeline was disclosed at the time of publication.

AI agents Infrastructure AI agent autonomy ai agents ai safety automation
60 Humanoid Robots Transition from Exhibits to Colleagues at WAIC 2026

60 Humanoid Robots Transition from Exhibits to Colleagues at WAIC 2026

At the WAIC 2026, an immersive exhibition area titled 'The Era of Modeling: City of Partners' showcased over 20 robots performing various roles in manufacturing, daily life, and entertainment. Additionally, approximately 60 humanoid robots were deployed not as exhibits but as active participants in public service tasks, marking the first large-scale deployment of full-sized humanoid robots at such an event. This transition from being mere exhibits to functioning colleagues highlights the rapid advancements in contextual large models, which integrate multimodal information such as sound, visuals, and environment, significantly enhancing the interaction capabilities of robots. For instance, the tea-serving robot from Zhiyuan Innovation can perform a complete tea service task in six minutes, showcasing its refined operational capabilities. The WAIC 2026 featured an exhibition space exceeding 100,000 square meters, with 1,100 companies participating and over 3,000 exhibits, including more than 300 global product launches. The event signifies a shift in focus from showcasing AI as a technological spectacle to recognizing its role as a productive force in the real world, as noted by a visiting journalist who observed this change in emphasis from last year’s event.

Humanoid Robots AI Public Service Robotics Exhibitions Automation
Robotic Hands Prices Plummet from 100,000 to 10,000 Yuan, Humanoid Robots Enter Homes

Robotic Hands Prices Plummet from 100,000 to 10,000 Yuan, Humanoid Robots Enter Homes

In a robotics lab in Shenzhen, engineer Huang Junlin is training a six-degree-of-freedom robotic hand for home use. Unlike industrial applications, home scenarios demand higher standards for weight, cost, and usability, prompting a significant reduction in humanoid robot costs. The robotic hand, a crucial and complex component, previously priced at 100,000 Yuan, now costs around 10,000 Yuan due to advancements in supply chain maturity and technology breakthroughs. The reduction in price is pivotal as it opens the door for consumer-grade humanoid robots, with the global market projected to exceed 20 billion Yuan by 2026. In 2025, the market is expected to reach 17 billion Yuan, with a shipment volume of approximately 18,000 units, marking a year-on-year growth of over 500%. China's share is anticipated to surpass 50%, with shipments expected to rise to 62,500 units by 2026, indicating a robust demand for humanoid robots. The surge in consumer humanoid robots is catalyzing the formation of a new supply chain ecosystem, including advancements in bionic skin, tactile sensors, and flexible materials. A new materials company in Jiaxing has developed third-generation electronic skin capable of multimodal perception and real-time feedback. As robotic hands become more affordable and tactile sensing technology advances, the integration of humanoid robots into homes may occur sooner than anticipated, marking the beginning of a revolution in robotics.

Humanoid Robots Robotic Hands AI Technology Consumer Robotics
CUHK Introduces Innovative Single-Tendon Continuum Robots for Enhanced Motion Control

CUHK Introduces Innovative Single-Tendon Continuum Robots for Enhanced Motion Control

The Chinese University of Hong Kong (CUHK) has developed a groundbreaking single-tendon-driven continuum robot, addressing the longstanding challenges in minimally invasive medical applications. This innovative design utilizes a single eccentrically arranged tendon to achieve near omnidirectional motion control, significantly simplifying the actuator and transmission system while maintaining a compact size. This advancement is crucial as traditional tendon-driven continuum robots (TDCRs) rely on multiple tendons for three-dimensional motion, leading to increased complexity and limitations in miniaturization. The new paradigm proposed by CUHK's research team not only enhances spatial manipulation capabilities but also improves force transmission efficiency, paving the way for next-generation minimally invasive surgical robots. Looking ahead, the research, published in Nature Communications, offers a new design and technological pathway for continuum robots, inspired by the flexible movement observed in biological systems. No further timeline was disclosed at the time of publication.

Continuum Robots Medical Robotics Robotic Motion Control Tendon-Driven Robotics
Korean Researchers Develop AI Framework for Robot Dog's Adaptive Movement in Complex Terrain

Korean Researchers Develop AI Framework for Robot Dog's Adaptive Movement in Complex Terrain

Researchers from Korea have created an AI framework that allows a quadruped robot to autonomously adapt its motor skills while navigating challenging environments. This system enables real-time gait adjustments for traversing forests, climbing stairs, and overcoming obstacles using only onboard sensors and computing capabilities. The significance of this development lies in its potential applications for autonomous search-and-rescue and exploration missions. The Action Pretrained Transformer-based Reinforcement Learning (APT-RL) framework enhances agility by combining pretrained locomotion skills with adaptive decision-making, demonstrating the robot's ability to handle diverse obstacles effectively. Future observations will focus on the framework's deployment in real-world scenarios, as it has already shown impressive performance on KAIST’s quadruped robot, HOUND. The robot's ability to switch between different gaits based on terrain and speed, achieving speeds of up to 6 meters per second, highlights the effectiveness of the APT-RL approach in complex environments. No further timeline was disclosed at the time of publication.

AI and Robotics
ROBOTS Secures Seed Funding for Integrated Control Platform Development with NTT Docomo and Incubate Fund

ROBOTS Secures Seed Funding for Integrated Control Platform Development with NTT Docomo and Incubate Fund

ROBOTS has announced the completion of a seed funding round through third-party allocation from Incubate Fund and NTT Docomo. The startup focuses on developing an integrated control platform for robots that become smarter through on-site operations. The funding will accelerate research and development of this platform and physical AI, particularly for implementation in the security sector. The significance of this development lies in addressing the severe labor shortages in the security industry, where high turnover rates and an aging workforce pose challenges. By integrating various robots and sensors into a cohesive system, ROBOTS aims to enhance operational efficiency and reduce the burden on security personnel. This approach allows for a flexible response to diverse on-site tasks, which is crucial given the unique demands of different environments. Looking ahead, ROBOTS plans to leverage insights gained from security applications to expand into other sectors such as equipment inspection and construction. CEO Koki Kawauchi emphasized the importance of robotics in addressing real-world challenges, aiming for a future where diverse robots work alongside humans seamlessly.

International Research Team Embarks on Greenland Expedition to Study Melting Glaciers

International Research Team Embarks on Greenland Expedition to Study Melting Glaciers

An international team of researchers is set to begin a six-week expedition in Greenland on July 16, 2026, to investigate the rapid melting of fjord glaciers and its implications for the Atlantic Ocean. The study aims to assess how this melting contributes to potential climate tipping points, particularly affecting ocean currents. The research is part of a five-year project called GIANT, led by the British Antarctic Survey (BAS) and funded by the Advanced Research + Invention Agency (ARIA). The team will utilize advanced technologies, including drones, marine robots, and sensors, to gather data that will enhance predictions regarding the future of Greenland's glaciers and their environmental impact. As the expedition unfolds, attention will be focused on the effects of Greenland's melting ice on the North Atlantic Subpolar Gyre and the Atlantic Meridional Overturning Circulation (AMOC). Dr. Kelly Hogan from BAS emphasizes the significance of modern tools in exploring glacier-ocean interactions, highlighting the urgency of understanding these changes as they may occur within decades.

rrs sir david attenborough glaciers melting fjord glaciers climate change giant (greenland ice sheet to atlantic tipping points british antarctic survey (bas)
HeShan Technology Raises Hundreds of Millions in Series B Funding Amid Fourfold Order Growth

HeShan Technology Raises Hundreds of Millions in Series B Funding Amid Fourfold Order Growth

HeShan Technology, based in Beijing, has successfully completed a Series B funding round, raising hundreds of millions of yuan. The investment comes from a mix of industrial capital and specialized investment firms, including TaiPing Innovation and Junsheng Electronics. This funding marks the third financial boost for the company in six months, with plans for a Series C round already underway. HeShan reported that its total orders in the first half of the year reached four times that of the previous year, with monthly deliveries of tactile sensors stabilizing at tens of thousands. The significance of this funding round lies in the clear investment trends within the robotics sector. Investors like Junsheng Electronics and AUX are focusing on practical technologies that can integrate with existing production lines, moving away from speculative concepts. HeShan has established a comprehensive stack covering chips, sensors, and data simulation, addressing the growing demand for tactile perception in smart healthcare devices, especially as the aging population increases in China. Looking ahead, HeShan Technology's next milestone will be the advancement of its Series C funding efforts. The company is poised to leverage its tactile technology to enhance safety in elderly care scenarios, collaborating with industry partners. No further timeline was disclosed at the time of publication, but the strong order volume and delivery capabilities position HeShan as a leader in the tactile robotics market, addressing the industry's need for mature, scalable solutions.

Tactile Sensors Robotics Industrial Automation AI Technology
How Equipment Asset Management Practices Must Evolve for Industry 4.0 to Deliver on its Promise

How Equipment Asset Management Practices Must Evolve for Industry 4.0 to Deliver on its Promise

Industry 4.0 is poised to revolutionize manufacturing and supply chain management through the integration of connected sensors and intelligent systems. This technological advancement enables machines to predict failures, production lines to self-optimize based on real-time demand, and supply chains to adapt autonomously without human oversight. Despite the substantial investments and credible case studies showcasing its potential, many companies are hesitant to fully embrace these innovations. The reluctance stems from concerns over implementation challenges, workforce adaptation, and the need for a cultural shift within organizations. As the industry continues to evolve, understanding and addressing these barriers will be crucial for harnessing the full benefits of Industry 4.0.

Engineering Industry ai in manufacturing asset reliability automation news condition monitoring
NIO enhances smart driving education; Ren Shaoqing states innovation will reshape competition.

NIO enhances smart driving education; Ren Shaoqing states innovation will reshape competition.

On June 18, NIO announced the rollout of its latest world model software across multiple vehicle platforms, including eight NT2.0 models, four NT2.5 models, and six NT3.0 models. This update allows NIO to run the same complex autonomous driving code on different generations of chips, addressing a common industry challenge where software updates were often limited to the latest hardware, leaving older vehicle owners at a disadvantage. The initiative stems from a long-term effort by NIO's team, led by Ren Shaoqing, who began exploring solutions in 2020. NIO developed an AI infrastructure that bridges gaps between different chip architectures, enhancing vehicle processing speeds with an AI compiler and automating deployment processes with AI agents. This innovation has significantly reduced deployment times from days to just a couple of hours. NIO's approach includes running the latest models in a "shadow mode" on production vehicles to gather valuable data without interfering with user driving. This data is used to train smarter models, creating a feedback loop that enhances the software's performance. The company has reported a substantial increase in its autonomous driving capabilities, attributing this to a shift in understanding the development cycle of physical AI. As the industry evolves, NIO has restructured its autonomous driving team to focus on foundational research and innovation, positioning itself to leverage advancements in large model technology and closed-loop reinforcement learning. The company aims to enhance its competitive edge by continuously improving its algorithms and data systems, ultimately striving for a more robust autonomous driving experience.

Defining Autonomy for Wellness Robots in Senior Care

Defining Autonomy for Wellness Robots in Senior Care

A recent examination highlights the potential of socially assistive wellness robots in enhancing senior wellness across seven key dimensions. This analysis, aimed at addressing the escalating senior care crisis, underscores the challenges posed by demographic shifts, workforce shortages, and gaps in daily wellness programming that traditional care models face. The study defines wellness robots distinctly from companion and medical devices, emphasizing their unique features and functions. It introduces a framework for measuring the autonomy of these robots using the Care Robot Autonomy Scale (CRAS), a six-level scale inspired by the SAE J3016 driving standard, which assesses four critical care dimensions. Furthermore, the research outlines a roadmap for achieving full autonomy in wellness robots, detailing necessary technical capabilities, clinical evidence, and a phased approach leading into the early 2030s. This comprehensive analysis aims to inform stakeholders about the transformative role of wellness robots in senior care and the urgent need for innovative solutions in the face of growing demands. A free whitepaper summarizing these findings is available for download.

Type-whitepaper Wellness-robots Autonomous-robots Robotics
SAIC and Semiconductor Firms Invest in Blue Dot Touch Control: A Strategic Move in Robotics

SAIC and Semiconductor Firms Invest in Blue Dot Touch Control: A Strategic Move in Robotics

Blue Dot Touch Control has successfully obtained substantial funding from prominent industry leaders, including SAIC and various semiconductor companies. This investment underscores the increasing importance of force sensors in the field of robotics. As the need for accurate and nuanced interactions with the physical environment intensifies, these sensors are emerging as vital elements in the development of humanoid robots. This trend is not only fostering innovation but also intensifying competition within the robotics sector.

Force Sensors Humanoid Robots Robotics Technology Investment in Robotics AI and Robotics
N Ways Robotic Arms Are Transforming the Automotive Assembly Line

N Ways Robotic Arms Are Transforming the Automotive Assembly Line

The automotive manufacturing industry is experiencing a significant transformation driven by the integration of advanced robotic arms, particularly collaborative robots, which enhance production efficiency, precision, and flexibility. JAKA, a leader in intelligent manufacturing, is at the forefront of this shift, implementing its robotic technology to address challenges such as low efficiency, inconsistent quality, and high labor costs in automotive assembly. As consumer demand evolves towards smaller batches and diverse product varieties, JAKA's collaborative robots, exemplified by the JAKA S12, offer high-precision adaptive assembly capabilities. With built-in force sensors and a lightweight design, these robots can be quickly deployed on assembly lines, minimizing downtime and adapting to various workpiece shapes and sizes. In the critical welding phase of automotive assembly, JAKA's robotic arms improve quality and efficiency by optimizing the welding process. Their user-friendly configuration interface and safety features ensure reliable operation, while compatibility with various welding machine brands enhances their versatility. Moreover, JAKA's collaborative robots lower the barriers to automation with zero-cost deployment and straightforward operation, allowing companies to implement these systems without specialized technical staff. This innovation not only reduces training costs but also enables manufacturers to quickly adapt to automation in their assembly lines. As the automotive sector increasingly embraces intelligent and flexible manufacturing, JAKA is committed to continuous innovation, providing high-quality robotic solutions that empower enterprises to enhance production efficiency and sustainability in the evolving market landscape.

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Robotics needs a service framework.

RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.