Industry Briefing

A single destination for timely, editor-curated robotics news from around the world.

Video Friday: Robotic Motion Discovery Reveals Unusual Behaviors

Video Friday: Robotic Motion Discovery Reveals Unusual Behaviors

IEEE Spectrum robotics has released its latest edition of Video Friday, showcasing an array of innovative robotics videos and announcing upcoming events in the field. Notable events include RSS 2026 in Sydney from July 13-17, the Summer School on Multi-Robot Systems in Prague from July 29 to August 4, and Actuate 2026 in San Francisco on August 18-19. Among the featured videos is MotionDisco, a framework that autonomously discovers complex humanoid loco-manipulation motions, highlighting the challenges of coordinating fluid movements across multiple joints. Additionally, the Human Support Robot (HSR) from Toyota is demonstrated in real home environments, assisting residents with daily tasks, showcasing the potential for robots to become long-term companions. Other highlights include the MIDAS Hand, an open-source robotic hand designed for manipulation and research, and a novel flight maneuver by a bipedal robot that showcases advanced aerial control. The European Space Agency shares a timelapse of Dextre, a robotic handyman, efficiently unloading equipment in space, while ROBOTIS introduces AI Sapiens, which learns humanoid motions using just a smartphone camera. In a collaborative effort, LUMOS Robotics has launched Project EDGE, inviting global innovators to explore humanoid robotics, while Sphero emphasizes its educational products designed to nurture computational thinking from early childhood through high school. These developments illustrate the rapid advancements and collaborative spirit within the robotics community.

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Video Friday: Watch This Running Robot Not Fall Down Stairs

Video Friday: Watch This Running Robot Not Fall Down Stairs

IEEE Spectrum robotics has released its latest edition of "Video Friday," showcasing a selection of impressive robotics videos and announcing upcoming robotics events scheduled for 2026. Notable events include RSS 2026 in Sydney from July 13-17, the Summer School on Multi-Robot Systems in Prague from July 29 to August 4, and Actuate 2026 in San Francisco on August 18-19. Among the featured videos, a humanoid robot from DEEP Robotics demonstrated remarkable recovery skills, raising questions about the role of luck in robotics. The DARoS Lab shared insights on their MPC-based balance controller, while Generative Bionics revealed their new robot, GENE01, designed and produced in just three months. A significant milestone was achieved by IHMC Robotics with their humanoid robot, Alex, which successfully took its first steps outdoors in preparation for a demonstration in Maryland. Flexiv Robotics introduced the Flexiv MICO, a compact dual-arm system designed for safe collaboration in various workspaces. Additionally, ICRA 2026 showcased CCRobot-S, a team of cable-climbing robots capable of collaboratively inspecting and maintaining bridge cables. Boston Dynamics provided a behind-the-scenes look at how their Atlas robot learned to play football, exploring the possibilities of robotics in sports without biological constraints. These developments highlight the rapid advancements in robotics technology and the ongoing exploration of their capabilities across diverse applications.

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Video Friday: Extreme Omnidirectional Robot

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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Video Friday: Atlas Versus a Fridge

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

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

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

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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Video Friday: Who Wins in Robot Versus Pro Ping-Pong Player?

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

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

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

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: Beep! Beep! Roadrunner Bipedal Bot Breaks the Mold

Video Friday: Beep! Beep! Roadrunner Bipedal Bot Breaks the Mold

IEEE Spectrum robotics has released its weekly roundup of notable robotics videos and events. Among the highlights is the introduction of "Roadrunner," a new bipedal wheeled robot prototype that can switch between various locomotion modes, designed for enhanced navigation. Weighing approximately 15 kg, it features symmetric legs that can adapt for obstacle avoidance and movement management. NASA has announced two ambitious missions: SkyFall, which will deploy next-generation helicopters on Mars to scout landing sites and map subsurface water ice, and MoonFall, aimed at preparing for future Artemis missions by sending drones to explore the lunar South Pole. These drones will operate independently for 14 Earth days, surveying challenging terrains. In research advancements, a team from MIT has developed Electrofluidic Fiber Muscles, a new class of soft and flexible artificial muscles for robots and wearables, promising improved agility and integration into textiles. Additionally, the open-source quadruped robot MEVIUS2 has been unveiled, capable of climbing stairs and steep slopes. Other innovations include a wristband from MIT that allows users to control a robotic hand through their own movements, and a cooking robot from Zhejiang Lab that autonomously processes ingredients and performs cooking tasks with high precision. The CMU Robotics Institute is set to host a seminar by Hadas Kress-Gazit from Cornell, focusing on the role of formal methods in robotics amidst the rise of big data.

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Video Friday: Humanoid Learns Tennis Skills Playing Humans

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

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

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

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

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

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: Autonomous Robots Learn By Doing in This Factory

Video Friday: Autonomous Robots Learn By Doing in This Factory

In a recent edition of Video Friday, IEEE Spectrum robotics showcased a variety of innovative robotics projects and developments. Notably, scientists at the Toyota Research Institute are collaborating with Toyota Manufacturing to implement autonomous robots on factory floors, enhancing production efficiency. Zipline shared insights into their drone delivery system, detailing the challenges faced and lessons learned in its development. Humanoid introduced KinetIQ, an AI framework designed for the orchestration of humanoid robot fleets, which integrates task allocation and execution through advanced cognitive layers. Meanwhile, researchers at VISTEC unveiled a decentralized adaptive resilient neural control system (DARCON) that enables legged robots to autonomously adapt to limb loss, ensuring mission success despite mechanical failures. NASA's Jet Propulsion Lab presented an animation of the Perseverance rover's drive along the Jezero Crater, captured on December 10, 2025, showcasing the rover's navigation capabilities. Additionally, Unitree's humanoid robot G1 made its mark on the snowfields of Altay, demonstrating its adaptability in extreme conditions. The Norwegian University of Science & Technology introduced a hierarchical 3D scene graph to enhance autonomous agents' understanding of their environments. Other highlights included the HoLoArm quadrotor, which features compliant arms for improved stability, and SkyDreamer, a pioneering vision-based autonomous-drone racing policy. The event also featured demonstrations of dexterous object manipulation by the AI Worker robot and advancements in swarm robotics for architectural applications.

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Video Friday: Multitasking Robots Smoothly Do the Things Together

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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Video Friday: Humans and Robots Team Up in Battlefield Triage

Video Friday: Humans and Robots Team Up in Battlefield Triage

IEEE Spectrum robotics has released its latest edition of "Video Friday," showcasing a collection of innovative robotics videos and a calendar of upcoming robotics events. Among the featured highlights is the Lynx M20 quadruped robot, which successfully completed a field test in extreme cold conditions in Yakeshi, Hulunbuir, demonstrating its reliability in temperatures as low as -30°C. Additionally, a teaser video from KIMLAB presents a new teleoperation robot, set against the backdrop of the University of Illinois at Urbana-Champaign's Main Quad, where students enjoy the serene environment. The publication also includes commentary on the practicalities of using humanoid robots for specific tasks, emphasizing that just because a humanoid can perform a task, it does not necessarily mean it should. Other notable mentions include an autonomous urban delivery robot and the development of CLIO, an embodied tour-guide robot created by an undergraduate team at the University of Hong Kong, which utilizes advanced technologies such as large language models and computer vision to enhance visitor experiences. This weekly roundup not only highlights the advancements in robotics but also encourages collaboration and engagement between researchers and the public, reflecting the ongoing evolution of the field.

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Video Friday: Bipedal Robot Stops Itself From Falling

Video Friday: Bipedal Robot Stops Itself From Falling

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. Among the highlights is the Robotic Autonomy in Complex Environments with Resiliency (RACER) program, which is nearing completion after extensive collaboration with the U.S. Army and Marine Corps. This program is expected to leave a lasting impact on military operations and stimulate private-sector investment in autonomous technologies. Notable advancements include the introduction of COSA, a cognitive operating system that enhances humanoid robots' capabilities for high-level cognition and motion control. Meanwhile, the 1X World Model has made significant strides in robot learning, allowing its NEO model to perform tasks autonomously based on voice or text prompts, even for unfamiliar objects. In assistive technology, the GuideData Dataset has been launched to improve interactions between guide dog trainers and visually impaired individuals, aiming to enhance mobility and safety. Additionally, Fourier's Care-Bot prototype is gaining attention for its interactive features at CES 2026. In environmental monitoring, ETH Zurich has developed an autonomous quadruped robot for volcanic gas measurements, successfully tested on Mount Etna. Humanoid robots have also made progress in industrial logistics, completing proof-of-concept testing at Siemens's factory in Erlangen. Columbia Engineers have created a robot capable of learning facial lip motions for speech and singing through observational learning, marking a significant milestone in robotics. Lastly, DEEP Robotics showcased its quadruped robots' capabilities in complex firefighting scenarios, while Synapticon introduced its POSITRON platform to enhance safety in humanoid robots for real-world applications.

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