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Website: https://inaho.co
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Autonomous snack tomato harvesting robot (latest ver.); AI vision for truss detection/ripeness assessment, angled side approach grip/cut, improved speed/doubled performance vs prior, gentle handling; field trials in Netherlands for commercialization, focuses on labor reduction in protected crops.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
Researchers at MIT have developed SceneSmith, an AI-powered platform that generates realistic 3D indoor environments for robot training. This innovative system utilizes three collaborative AI agents to create detailed virtual spaces, enabling robots to practice everyday tasks safely and efficiently before real-world deployment. The significance of SceneSmith lies in its ability to reduce the costs and time associated with traditional robot training methods. By providing a virtual setting that mimics real-life environments such as kitchens and offices, robots can learn to interact with various objects without the need for extensive human supervision or physical trials. Looking ahead, SceneSmith has already generated over 1,300 virtual environments, allowing robots to practice tasks like placing fruit on plates and opening cabinets. Researchers have tested robot control programs in 100 different environments, achieving over 99 percent agreement between AI evaluations and human reviewers. No further timeline was disclosed at the time of publication.
InterestingEngineering.com 1 hour ago AI and RoboticsAMX Corporation has established the HuRoC (Human-Robot Commons) co-creation platform aimed at exploring and creating a future where humans and robots coexist. Based in Ota City, Tokyo, HuRoC will focus on the social implementation of humanoid robots and the validation of use cases. An expo titled 'HuRoC EXPO 2026' is scheduled for July 17 at the Ota City Industrial Plaza PiO. The initiative is significant as it addresses the pressing question of how humanoid robots can be utilized in society, a topic that remains under-discussed globally. HuRoC aims to create a concrete vision for the future of humanoid robots, emphasizing their social integration rather than just the technology itself. The platform will facilitate collaboration among robot manufacturers, AI researchers, and testing environments to generate valuable AI training data through practical demonstrations. Looking ahead, HuRoC plans to incorporate additive manufacturing techniques to produce humanoid robots, thereby enhancing the manufacturing capabilities in Ota City. The expo will feature discussions on the future of humanoid robots, agricultural automation, and collaborative efforts among various stakeholders, including startups and universities. No further timeline was disclosed at the time of publication.
RobotStart.info 1 hour agoLG Electronics is enhancing its robot-actuator division by hiring for six mid-career positions, aiming to supply motorized joints for humanoid robots by 2027. Actuators, which can account for up to 60% of a humanoid's cost, are critical components in the robotics industry. This strategic move is significant as LG seeks to establish itself as a key player in the actuator supply market, which is expected to generate substantial revenue in the near term. The roles span R&D, quality management, and global sales, indicating a comprehensive approach to bringing these components to market. Looking ahead, LG plans to leverage its manufacturing capabilities, producing approximately 45 million motors annually. The company aims to first utilize its actuators in its home robot CLOiD before expanding to global partners by 2027 and entering industrial applications by 2030. No further timeline was disclosed at the time of publication.
KoreaHerald.com 1 hour ago All NewsOn July 13, 2026, LimX Dynamics showcased a customer case utilizing their open modular robot platform, TRON 1, to demonstrate autonomous home operation workflows with Acheron Labs' RobotKit. This collaboration illustrates the rapid development and deployment of embodied AI applications by combining RobotKit's development workflow with TRON 1's modular structure. This initiative is significant as it embodies LimX Dynamics' commitment to fostering an open embodied AI ecosystem that accelerates innovation among developers, researchers, and ecosystem partners. The demonstration serves as a practical example of development methods in the fields of embodied AI and physical AI, highlighting the potential for transforming operational tasks in various industries. Looking ahead, the focus will be on how robots can be integrated into real-world applications, particularly in high-risk environments. No further timeline was disclosed at the time of publication.
RobotStart.info 3 hours agoBooster Robotics has introduced the Booster T2, a humanoid robot platform aimed at real-world applications and embodied AI research. The T2 Pro version utilizes NVIDIA’s Thor chip, delivering up to 2,070 TFLOPS for real-time perception and control. The robot is designed for tasks requiring mobility and manipulation, showcasing advanced capabilities such as walking, dynamic balance, and athletic movements. The significance of the Booster T2 lies in its integration of cutting-edge technology and open development. With features like whole-body coordination and onboard AI computing, it supports a wide range of applications in robotics. The introduction of Booster Studio, an open software platform, further enhances its utility by allowing developers to simulate and deploy AI models effectively. Looking ahead, the Booster T2 is positioned to advance research in embodied AI and robotics. Its robust design, including 31 degrees of freedom and multiple hardware configurations, makes it suitable for various manipulation tasks. No further timeline was disclosed at the time of publication.
InterestingEngineering.com 3 hours ago AI and RoboticsOn July 3, Yuequan Bionics unveiled the Y-Hand M1, a dexterous robotic hand weighing 299.7 grams. Unlike competitors that focus on increasing degrees of freedom, the Y-Hand M1 employs a unique bionic tension-compression technology, achieving significant dexterity with only 26 degrees of freedom. This innovation is crucial as the robotics industry grapples with the challenge of balancing performance, cost, and reliability in dexterous hands. The Y-Hand M1 represents a paradigm shift, addressing the industry's 'impossible triangle' where high performance often leads to increased costs and reduced reliability. Looking ahead, the dexterous hand market in China is projected to grow significantly, with sales expected to reach 70,200 units in 2026. As investment in this sector surges, the Y-Hand M1's unique approach may set a new standard for future developments in robotic manipulation technology. No further timeline was disclosed at the time of publication.
leaderobot.com 6 hours ago Dexterous Hands Bionic Technology Robotics Innovation Embodied IntelligenceMIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) and the Toyota Research Institute have developed SceneSmith, an AI-powered system that allows robots to practice household tasks in a virtual environment. This system utilizes three visual language models to collaboratively create realistic 3D scenes, enabling robots to learn complex skills through extensive simulation. SceneSmith not only generates lifelike environments but also incorporates physical properties like mass, friction, and inertia, allowing robots to interact meaningfully within these spaces. The research team tested over 100 unique action plans in the digital world, revealing flaws in the robots' planning that were validated by human consensus over 99% of the time, helping to refine their strategies before real-world application. The effectiveness of SceneSmith was highlighted at a recent international machine learning conference, where it received positive feedback from over 200 testers, with more than 90% rating its visual realism highly. As robots learn to perform tasks like moving objects in a kitchen, the prospect of robots handling household chores may soon become a reality.
leaderobot.com 6 hours ago AI Robotics Virtual Reality Machine LearningOn July 13, 2026, Ukraine's 123rd Independent Territorial Defense Brigade executed a historic amphibious operation utilizing unmanned systems. This marked the first known joint combat mission involving an unmanned surface vessel (USV) and an unmanned ground vehicle (UGV) in a military context. The operation took place on the Kinburn Spit, an area long controlled by Russian forces, where the USV successfully delivered the UGV to the enemy coast without any human soldiers stepping onto hostile territory. The significance of this operation lies in its demonstration of a new combat paradigm where unmanned systems can effectively replace human soldiers in high-risk scenarios. The UGV, reportedly manufactured by Lviv's Roboneers, was equipped with a PKT 7.62mm machine gun and was able to engage targets after landing. The 123rd Brigade emphasized that this operation is not merely a technological novelty but represents a fundamental shift in warfare, highlighting the potential for machines to undertake dangerous missions. Looking ahead, the use of unmanned systems in military operations is expected to expand, as the Ukrainian military has already received over 1,000 various ground robot systems. The ongoing evolution from traditional amphibious assaults to unmanned operations could redefine the nature of warfare, reducing risks to human soldiers while increasing operational effectiveness.
leaderobot.com 6 hours ago Unmanned Systems Robotics Amphibious Operations Military TechnologySwancor Advanced Materials is set to unveil the Quester1, the world's first shape-shifting personal robot, at the 2026 World Artificial Intelligence Conference (WAIC) on July 17. This innovative robot can automatically switch between bipedal and quadrupedal modes without manual disassembly, showcasing a unique 'transformable cross-modal integration architecture' that enables smooth transitions. The Quester1 is designed for various environments, with its bipedal form ideal for flat surfaces and intricate tasks, while the quadrupedal mode excels in navigating stairs and rough terrain. CEO Tian Hua emphasized that this product aims to redefine personal robotics for consumer markets, marking Swancor's first foray into the consumer robotics sector. As the Quester1 prepares for its debut, it highlights the rapid development of transformable robotics in China. The WAIC will feature over 1,100 companies and more than 300 product launches, indicating a significant shift towards embodied intelligence in robotics. No further timeline was disclosed at the time of publication.
leaderobot.com 6 hours ago Personal Robots Shape-Shifting Technology AI Robotics Consumer RoboticsElon Musk has officially approved the latest version of the Optimus Gen 3 robot, marking a significant milestone after over three years of development. With the production line nearing completion, Tesla has issued clear procurement guidelines to suppliers, aiming to ramp up production to 1,000 units per week by September and 2,000 to 2,500 units per week by year-end. This ambitious target of producing 100,000 units annually underscores Tesla's commitment to revolutionizing the labor landscape with robotics. The Optimus Gen 3 features a more compact design with 38 degrees of freedom and a refined dexterous hand, which has been a challenging aspect of its development. The production line is set to begin operations in late July to August, with a long-term plan for a second factory in Texas. As Tesla strives to catch up with competitors in the robotics sector, the success of the Optimus Gen 3 will depend on meeting production goals and effectively integrating the robot into various applications. The target of 100,000 units represents a critical turning point in this four-year journey, with the potential to reshape economic dynamics if realized.
leaderobot.com 6 hours ago Humanoid Robots AI Robotics Manufacturing AutomationAgricultural robotics is projecting a $28–48 billion market by 2030 outside China, driven purely by labor cost replacement. Part 10 synthesizes the series: forecasting penetration ceilings, emerging technologies, and regional winners in the most consequential farming transformation since mechanization.
BySarah Bakery May 09, 2026Modular, prefab, and 3D printing are moving construction off-site. ICON's Phoenix printer targets multi-story builds. PERI-COBOD's DREIHAUS delivered 30% faster and 10% cheaper in Germany. WinSun re-enters the US as Gaudi Tech. The paradigm shift is accelerating.
BySimon Dicky May 01, 2026
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