Industry Briefing
A single destination for timely, editor-curated robotics news from around the world.
Beyond Dexterity: Why Contact May Define the Next Era of Robotics
At the 2026 IEEE International Conference on Robotics (ICRA) in Vienna, AGILINK showcased a captivating demonstration of robotic dexterity by creating a balloon dog, which drew significant attention from attendees. This seemingly playful task is recognized in the robotics community as a complex manipulation challenge due to the balloon's lightweight and highly deformable nature. The demonstration highlighted the intricate balance between motion and contact intelligence, essential for successful robotic manipulation. AGILINK's approach involved mapping the actions of professional balloon artists to robotic hands, allowing the robot to learn both successful manipulation sequences and recovery strategies during failures. This dual focus on motion and contact intelligence is crucial, as maintaining stable interaction with the balloon is as important as executing the correct sequence of actions. In conjunction with the balloon dog demonstration, AGILINK introduced the OmniHand 3 Ultra-M, a dexterous robotic hand designed to enhance contact intelligence through advanced sensing and faster response capabilities. The hand features 20 active degrees of freedom and a direct-drive architecture, enabling precise force regulation and tactile sensing across its surface. The significance of these advancements extends beyond balloon animals, addressing broader challenges in robotics related to unstable and deformable interactions, such as delicate assembly and household tasks. As robotics research increasingly prioritizes interaction dynamics, AGILINK's innovations may pave the way for more effective manipulation in unpredictable real-world environments.
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China’s TARS Debuts Humanoid Robotic ‘DexHand’
TARS, a Chinese humanoid robotics company, has unveiled its latest innovation, the DexHand robotic hand, during a demonstration at the ICRA 2026 conference held in Vienna last week. This advanced system aims to closely mimic the structure and movement of the human hand, showcasing its capabilities through real-time sign-language gestures and mirror-control interactions. The demonstration highlighted the platform's dexterity, emphasizing TARS's commitment to advancing human-robot interaction and enhancing the functionality of robotic systems.
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AGIBOT WORLD CHALLENGE 2026 Advances Embodied AI Competition from Simulation to Real
The AGIBOT WORLD CHALLENGE 2026 took place in Vienna, showcasing a pivotal shift in embodied artificial intelligence as it moved from simulation-based assessments to real-robot testing. The event attracted 526 teams from 27 countries, competing across two distinct tracks: Reasoning to Action and World Model. This competition aimed to address practical deployment requirements by emphasizing the execution of real-world tasks and adaptability of AI systems. The focus on tangible applications is expected to significantly enhance the evaluation framework for embodied AI, marking a notable advancement in the field.
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Video Friday: Extreme Omnidirectional Robot
IEEE Spectrum robotics has released its latest edition of "Video Friday," showcasing a variety of innovative robotics videos that highlight the growing integration of robots into daily life. The weekly roundup includes a calendar of upcoming robotics events, such as the International Conference on Robotics and Automation (ICRA) scheduled for June 1-5, 2026, in Vienna, and the Robotics Summer School on Multi-Robot Systems from July 29 to August 4, 2026, in Prague. Among the featured videos, one introduces the Eco-Score for Robots, a new framework aimed at assessing the environmental impact of robotic systems, akin to eco-labels in other industries. Another video demonstrates advancements in robotic manipulation, showcasing AthenaZero's ability to juggle using multi-fingered hands, while a collaboration between the University of Texas and Sony Group Corporation presents the ARISTO hand, designed for delicate object manipulation. Additionally, the segment includes insights from Kacper Nowicki, CEO of Nomagic, who discussed the ongoing debate between humanoid and purpose-built robots at the Web Summit in Vancouver. As robots continue to evolve, these developments raise important questions about their performance, cost, and sustainability in various applications.
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Flexiv to offer exclusive preview of next-generation robots at ICRA
Flexiv, a leading provider of general-purpose robotics, is set to showcase its next-generation robotics portfolio at the International Conference on Robotics and Automation (ICRA) from June 1 to June 5 in Vienna, Austria. Attendees will have the opportunity to visit Hall B, Booth 130, for an exclusive preview of two innovative robotic platforms that promise to advance the field of robotics. This event aims to highlight Flexiv's commitment to pushing the boundaries of robotic technology and engaging with industry professionals ahead of the platforms' international launch.
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Video Friday: Atlas Versus a Fridge
IEEE Spectrum robotics has released its latest edition of "Video Friday," showcasing a variety of innovative robotics videos and announcing upcoming robotics events scheduled for 2026. Notable events include ICRA 2026 in Vienna from June 1-5, and the Summer School on Multi-Robot Systems in Prague from July 29 to August 4. Among the highlights, Boston Dynamics' Atlas robot demonstrates significant advancements in strength and adaptability, showcasing its ability to lift heavy objects and navigate complex environments using advanced reinforcement learning and control systems. This marks a pivotal moment for humanoid robots as they transition from laboratory settings to dynamic industrial applications. Additionally, the SpikerBot, a robot designed to be programmed by wiring neurons instead of traditional coding, has successfully reached its funding goal on Kickstarter. Other innovations include wheeled-legged robots that enhance mobility and a biomimetic robotic hummingbird developed at the Advanced Vertical Flight Laboratory, which mimics natural flight dynamics. The release also features advancements in construction technology, with Dusty Robotics introducing the FieldPrinter 2, a more efficient and intelligent version of its predecessor, and Noble Machines showcasing their autonomous robots designed for hazardous industrial tasks at NVIDIA GTC 2026. These developments reflect a broader trend in robotics, where technology is increasingly integrated into real-world applications, enhancing efficiency and safety across various industries.
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Video Friday: Heavy Robotic Machinery Operates Itself
IEEE Spectrum robotics has released its latest edition of "Video Friday," showcasing a variety of innovative robotics videos and announcing upcoming robotics events. Notable conferences include ICRA 2026 in Vienna from June 1-5, and the Summer School on Multi-Robot Systems in Prague from July 29 to August 4, 2026. Among the featured content is a groundbreaking autonomous material-handling solution developed by ETH Zurich, capable of operating a 40-ton material handler, traditionally a labor-intensive task. Other highlights include the introduction of the world's first production-ready manned mecha by Unitree, and the launch of NIX, an embodied AI exploring dance and movement, which will be made available for free to select partners. NTNU has unveiled the Unified Autonomy Stack, a robust system designed for aerial and ground robots, enhancing their autonomy through advanced perception and navigation capabilities. This system has been validated in challenging environments, showcasing its effectiveness in exploration and object discovery. Robotics expert Rodney Brooks, cofounder of Robust AI, shared insights on the challenges of innovation in robotics and the implications of the current AI surge during a Q&A session ahead of his panel at the Forbes America Innovates event in San Francisco. As the field continues to evolve, the integration of data collection methods remains a significant challenge, with the Koala platform exemplifying innovative approaches to enhance robotic manipulation tasks.
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Video Friday: AI Gives Robot Hands Human-Like Dexterity
IEEE Spectrum robotics has released its weekly roundup of notable robotics videos, along with a calendar of upcoming robotics events scheduled for 2026. Key events include ICRA 2026 in Vienna from June 1-5, and the Summer School on Multi-Robot Systems in Prague from July 29 to August 4. Among the highlights is the introduction of GENE-26.5, an AI brain that enables robots to perform complex tasks such as cooking, conducting lab experiments, and playing the piano, showcasing significant advancements in robotic capabilities. Another featured robot, Labububot, is a unique creation that critiques social robots through its design, merging various pop culture elements into a single entity. In other developments, NASA's Jet Propulsion Laboratory is testing next-generation helicopter rotor blades on Mars, achieving speeds that exceed Mach 1 in a simulated Martian atmosphere. Additionally, Boston Dynamics is balancing commercial interests with robotics research through its Atlas robot, while the Robomechanics Lab has introduced Sally, a magnetic-wheeled robot designed for inspecting steel structures, capable of navigating challenging interior corners. These innovations reflect the ongoing evolution in robotics, driven by advancements in AI and engineering, as the field continues to explore new applications and capabilities.
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Video Friday: Figure, 1X Ramp Up Humanoid Robot Production
IEEE Spectrum robotics has released its weekly roundup of notable robotics videos and upcoming events, including major conferences like ICRA 2026 in Vienna and RSS 2026 in Sydney. A significant development in humanoid robotics has occurred with the opening of the NEO Factory in Hayward, California, which is now producing robots at a rate of 55 per week. This facility, which spans 58,000 square feet and employs over 200 staff, allows for complete in-house manufacturing, enhancing safety and efficiency. The first consumer robots are expected to ship in 2026, marking a pivotal step toward the realization of general-purpose home robots. In other news, NASA continues its exploration of Mars with two rovers, Perseverance and Curiosity, studying different geological eras of the planet. Meanwhile, the Chinese-made Unitree G1 humanoid robots are gaining traction in the U.S. tech landscape, being utilized by companies like OpenAI and Nvidia, raising questions about their implications for security and privacy. Additionally, advancements in robotics are showcased through various projects, including a surgical robot designed to streamline Neuralink implant procedures and a tactile-enabled humanoid manipulation system that enhances dexterity and stability in real-world tasks. As robotics technology evolves, experts are also exploring how autonomous systems make decisions in unpredictable environments, emphasizing the importance of AI in coordinating complex operations.
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XELA Robotics Deepens U.S. Market Commitment with Plug and Play Investment and New Sensor Capabilities to be Introduced at the Robotics Summit and Expo in Boston
XELA Robotics is intensifying its commitment to the U.S. market with the introduction of two significant enhancements to its uSkin® sensor family, designed in response to feedback from its expanding American customer base. The announcement coincides with a strategic investment from Plug and Play, a leading innovation platform based in Silicon Valley, and the company's participation in the Robotics Summit & Expo in Boston on May 27-28, 2026. The first enhancement involves magnetic interference compensation, which effectively eliminates complex magnetic interference, crucial for handling metals in industrial settings. The second improvement introduces CAN FD (Controller Area Network Flexible Data-Rate), a high-speed communication protocol that allows for more sensor modules to operate simultaneously without compromising data transfer rates. These advancements aim to enhance the performance of robotic applications, providing faster and more reliable measurements. Alexander Schmitz, CEO of XELA Robotics, emphasized the importance of the U.S. market and stated that these enhancements directly address customer needs. The new sensors will be available for immediate ordering, with initial deliveries scheduled for May 2026, while the magnetic interference compensation feature is expected to launch in the third quarter of the year. XELA Robotics will showcase these innovations at the upcoming Robotics Summit & Expo and ICRA 2026 in Vienna, Austria, from June 1-5.
Video Friday: Who Wins in Robot Versus Pro Ping-Pong Player?
In a recent showcase of advancements in robotics, IEEE Spectrum highlighted several innovative developments and upcoming events in the field. Notably, Sony AI's latest research, featured on the cover of Nature, explores the potential of high-speed autonomous systems to master complex perception and dynamic control, aiming to compete with professional athletes. Among the exciting projects is the Ringbot Quad, a unique monocycle robot that integrates wheeled and legged locomotion, allowing it to navigate diverse terrains by switching between driving and walking modes. Meanwhile, in a significant milestone for China's robotics industry, humanoid robots outpaced human runners in a half-marathon in Beijing, with three robots finishing ahead of 12,000 participants. Other highlights include AthenaZero, a robot capable of juggling using only on-board sensory feedback, and advancements from the Max Planck Institute for Intelligent Systems, which reported a method to enhance the efficiency of soft electrostatic actuators, achieving conversion rates of up to 63.6%. As the field continues to evolve, discussions at Carnegie Mellon University emphasize the implications of Artificial General Intelligence (AGI) for society, proposing a future where humans collaborate with robots in supervisory roles, potentially transforming essential services and labor dynamics. Upcoming robotics events include ICRA 2026 in Vienna and the Summer School on Multi-Robot Systems in Prague, offering platforms for further exploration and innovation in robotics.
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Video Friday: Digit Learns to Deadlift
IEEE Spectrum robotics has released its latest edition of "Video Friday," showcasing a selection of innovative robotics videos and announcing upcoming events in the field. The events include the International Conference on Robotics and Automation (ICRA) scheduled for June 1-5, 2026, in Vienna, the Robotics Science and Systems (RSS) conference from July 13-17, 2026, and a Summer School on Multi-Robot Systems taking place from July 29 to August 4, 2026, in Prague. Among the featured videos, researchers are training the robot Digit to perform a deadlift with a 65-pound object, emphasizing the importance of whole-body coordination and resilience in its actuators. This training allows for the development of a policy that enables Digit to execute a dynamically balanced lift in real-world scenarios. Additionally, Gatlin Robotics has introduced its first commercial showcasing robots in action as part of its Robot-as-a-Service (RaaS) contract. Dexterity highlights the expressive potential of motion intelligence in robotics, while Harvard researchers present a swarm of simple antlike robots capable of constructing and dismantling structures through adaptive group behavior. Lastly, a project from Michigan Robotics demonstrates a microcombustion actuator that rapidly inflates to launch colorful water droplets, challenging conventional notions about the capabilities of soft actuators. These advancements reflect the ongoing evolution and application of robotics technology across various domains.
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Video Friday: This Floor Lamp Will Do Your Chores
IEEE Spectrum robotics has released its weekly roundup of notable robotics videos, along with a calendar of upcoming events in the field. Key events include the International Conference on Robotics and Automation (ICRA) scheduled for June 1-5, 2026, in Vienna, and the Robotics Science and Systems (RSS) conference from July 13-17, 2026, in Sydney. Among the highlights is Lume, a sculptural floor lamp that reportedly can perform household chores such as making beds and folding laundry, though skepticism surrounds its capabilities due to the presentation of its functionality in promotional materials. Additionally, researchers from MIT Media Lab and Politecnico di Bari have introduced Electrofluidic Fiber Muscles, a new type of artificial muscle that is soft and flexible, utilizing electric fields to operate silently without external pumps. Another innovation is GEN-1, a general-purpose AI model that significantly improves success rates in physical tasks and enhances speed, marking a step towards achieving generalist intelligence in robotics. The report also discusses advancements in legged manipulators, which face challenges in interacting with diverse articulated objects, and highlights the development of Tether, a system for autonomous interactive play that enhances policy learning through efficient data generation. As the robotics community continues to innovate, these developments signal exciting possibilities for the future of robotics applications.
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Video Friday: Digit Learns to Dance—Virtually Overnight
In a recent roundup of advancements in robotics, IEEE Spectrum highlighted several notable developments and upcoming events in the field. Among the key innovations is Digit, a humanoid robot that can learn new whole-body control capabilities overnight through sim-to-real reinforcement training, enhancing its performance in various tasks. Additionally, the introduction of GEN-1 marks a significant milestone in robot learning, achieving a 99% success rate in simple physical tasks and drastically reducing task completion time. Unitree has made strides by open-sourcing the UnifoLM-WBT-Dataset, a comprehensive dataset for humanoid robot teleoperation, which has been available since March 5, 2026. Meanwhile, researchers presented MRReP, a Mixed Reality interface that allows users to guide autonomous mobile robots in human-shared environments through hand gestures. In other developments, Sanctuary AI showcased its advanced hydraulic hands capable of dexterous manipulation, while China’s Yuxing 3-06 satellite successfully completed an in-orbit refueling test, paving the way for future satellite servicing. Furthermore, Japan Railway West collaborated with Serendix to utilize 3D printing technology for rapid construction at Hatsushima station, demonstrating innovative solutions to infrastructure challenges. Upcoming robotics events include ICRA 2026 in Vienna from June 1-5, and the Summer School on Multi-Robot Systems in Prague from July 29 to August 4, 2026, providing platforms for further exploration and collaboration in the robotics sector.
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Video Friday: Humanoid Learns Tennis Skills Playing Humans
IEEE Spectrum robotics has released its latest edition of Video Friday, showcasing a variety of innovative robotics videos and announcing upcoming events in the field. Notable events include the International Conference on Robotics and Automation (ICRA) scheduled for June 1-5, 2026, in Vienna, and a Summer School on Multi-Robot Systems from July 29 to August 4, 2026, in Prague. Among the featured advancements, researchers have developed LATENT, a system designed to teach humanoid robots tennis skills by learning from imperfect human motion data. This innovation addresses the challenges of replicating human-like athleticism in robotics. Additionally, a breakthrough has been achieved in robotic manipulation, with a robot successfully peeling an apple using dual dexterous hands, showcasing significant progress in bimanual tasks. The development of MoDE-VLA, a control system that integrates vision, language, force, and touch data, further enhances the robot's ability to perform complex tasks with stability and precision. This shared-autonomy approach allows human operators to guide robots in executing intricate movements. In other highlights, collaborations between Tesollo and Hanyang University have led to advancements in robotic hand technology, while the Fluent Robotics Lab at the University of Michigan is set to present a paper on operational PR2 robots. The KAIST DRCD Lab has also demonstrated the capabilities of its humanoid robot, trained through deep reinforcement learning. As robotics continues to evolve, these innovations reflect the ongoing efforts to bridge the gap between human-like dexterity and robotic functionality.
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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.
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Video Friday: A Robot Hand With Artificial Muscles and Tendons
IEEE Spectrum robotics has released its weekly roundup of notable robotics videos and a calendar of upcoming events, including the International Conference on Robotics and Automation (ICRA) scheduled for June 1-5, 2026, in Vienna. This week's highlights feature advancements in biomimetic design, showcasing a printed hand that integrates soft and rigid components with artificial muscles, enhancing our understanding of natural kinematic structures. Boston Dynamics product managers reflect on classic robots, including LittleDog, which contributed to legged locomotion research over a decade ago. Additionally, DRAGON Lab has introduced a new trajectory planning method for floating-based articulated robots, facilitating exploration in complex environments. Their OmniPlanner tool has been tested extensively across various terrains, including underground mines and forests. The FZI Research Center, in collaboration with ETH Zurich and other institutions, has made strides in preparing for lunar missions by testing cooperative autonomous multirobot teams outdoors. Meanwhile, advancements in humanoid robotics are being discussed, with Kamel Saidi from NIST emphasizing the importance of performance standards for broader adoption. In academia, Junyao Shi from UPenn's GRASP lab will address the challenges of building general-purpose robots, focusing on how human data and foundation models can bridge existing gaps in robotics. This ongoing exploration of robotics technology underscores the field's rapid evolution and its potential impact on various sectors.
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Video Friday: Robot Dogs Haul Produce From the Field
IEEE Spectrum's weekly feature, Video Friday, showcases a variety 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 selection includes demonstrations of the Lynx M20 robots, which are designed to address the logistical challenges of transporting harvested crops in mountainous regions. Research from a collaboration between the Max Planck Institute for Intelligent Systems, the University of Michigan, and Cornell University reveals that magnetic microrobot swarms can manipulate larger objects without direct contact, showcasing their potential for complex tasks such as assembly and movement of small items. Meanwhile, Georgia Tech is investigating how bipedal robots can recover from balance loss in unpredictable environments, aiming to enhance their functionality in real-world applications. In a separate initiative, Carnegie Mellon University's TartanAUV team is refining their autonomous underwater vehicle, Osprey, in preparation for the annual RoboSub competition. Additionally, advancements in tilt-rotor aerial robots are being explored to improve control and maneuverability through reinforcement learning techniques. The feature also includes educational tools like the Astorino robot, designed for teaching robotics in schools, and discussions on the need for more realistic datasets for autonomous driving. Overall, the content reflects the ongoing evolution and application of robotics across various fields, emphasizing both technical advancements and educational initiatives.
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Video Friday: Humanoid Robots Celebrate Spring
In the latest edition of Video Friday, IEEE Spectrum robotics highlights significant advancements in robotics and upcoming events. Among the featured developments, NASA's Perseverance rover has gained the ability to autonomously determine its location on Mars using a new technology called Mars global localization, which enhances its exploration capabilities. The rover utilizes an algorithm that compares panoramic images with orbital terrain maps, achieving location accuracy within 10 inches. Additionally, various robotics projects are showcased, including the progress of the Shiva robot in strawberry picking and the Corvus One for Cold Chain, designed to operate in extreme cold environments. The video series also includes insights into the rapid development of humanoid robots by the U.K.-based company Humanoid, which aims to create reliable and safe robots in increasingly shorter timeframes. Experts from institutions like Microsoft and Carnegie Mellon University discuss the future of human-robot collaboration and the challenges of scaling robot learning. As billions of dollars are invested in robotics, the potential for general-purpose humanoid robots appears closer than ever, promising to revolutionize interactions in both physical and digital realms. The weekly calendar of upcoming robotics events, including ICRA 2026 in Vienna, is also available for enthusiasts and professionals in the field.
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Video Friday: Robot Collective Stays Alive Even When Parts Die
IEEE Spectrum robotics has released its weekly roundup of notable robotics videos, along with a calendar of upcoming events, including the International Conference on Robotics and Automation (ICRA) scheduled for June 1-5, 2026, in Vienna. Among the highlights, researchers from the Max Planck Institute and other institutions have published a study revealing that elephants' unique whiskers contribute to their exceptional sense of touch, potentially inspiring advancements in robotic sensing technologies. In product news, Weave Robotics announced the launch of Isaac 0, a laundry-folding robot set to begin shipping to homes in the Bay Area in February 2026. Meanwhile, engineers at Boston Dynamics continue to test the Atlas platform's full-body control capabilities. Additionally, a team from the University of Waterloo has developed a system enabling collaborative art creation with robots, while Harvard scientists have introduced a new 3D-printing method for soft robotics that could enhance medical technology. Texas A&M University has unveiled a quiet all-electric unmanned rotorcraft, and Deep Robotics has showcased the Lynx M20 robot, designed for winter sports challenges. These developments reflect ongoing innovations in robotics, addressing both practical applications and advanced research, as the field continues to evolve.
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Video Friday: Multitasking Robots Smoothly Do the Things Together
IEEE Spectrum robotics has released its weekly roundup of notable robotics videos and upcoming events, including the ICRA 2026 conference scheduled for June 1-5, 2026, in Vienna. Among the highlights, Westwood Robotics unveiled THEMIS Gen2.5, the first commercial full-size humanoid robot capable of walking and manipulating objects simultaneously. This advancement builds on Helix's previous work, which demonstrated a single neural network controlling a humanoid's upper body, now expanded to encompass the entire robot's functions. In a demonstration of practical applications, Kimberly Elenberg from Carnegie Mellon University showcased how data from robotic responders can enhance life-saving efforts during mass casualty incidents. Meanwhile, Sphero continues to thrive in the competitive educational robotics market since its inception in 2011. Innovative flight testing methods were discussed by Zipline, emphasizing the importance of testing drones in extreme conditions. Additionally, researchers from the University of Tokyo introduced a concept of 3D-printing both skin and skeleton, while LimX presented small bipedal robots capable of skiing and resembling dinosaurs. The EPFL Reconfigurable Robotics Lab introduced a novel user-guided control system for modular robots, demonstrating its effectiveness through various tasks. Texas A&M University showcased its Quadrotor Biplane Tailsitter (QBiT) UAVs, which combine the agility of quadrotor drones with the efficiency of fixed-wing aircraft. Lastly, DARPA announced a new challenge aimed at developing drones capable of carrying payloads exceeding four times their weight, promising to transform drone usage across multiple sectors.
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