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IEEE Spectrum · Robotics

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  • 01
    What Robotics Companies Think About the U.S. Foreign Robot Ban
    The U.S. Federal Communications Commission (FCC) “Covered List,” originally published in 2021, identifies communications equipment and services that it says pose a threat to national security. On 28 July, the FCC added mobile, communicating robots weighing more than 2 kilograms and power inverters commonly used in solar panels to the list, meaning that new products from any foreign country in these categories are no longer eligible for import. The move is a Department of Defense (DOD)-driven expEvan Ackerman
  • 02
    Walden Robotics Partners With Toyota on Practical Humanoids
    For a while there, it seemed as though robotics as a whole was stuck in a mad rush towards building humanoid robots mostly because it was very possible (and very lucrative) to do so, even without near-term goals that were necessarily realistic. Some of the magic of those first couple of years of the humanoid explosion has stuck around, but there’s also been an industry-wide sobering leading to pointed questions about practicality and value . In other words, starting a commercial humanoid companyEvan Ackerman
  • 03
    Video Friday: Meet Google DeepMind’s Gemini Robotics 2
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Humanoids Summit Seoul : 22–23 September 2026, SEOUL Enjoy today’s videos! Introducing Gemini Robotics 2—the intelligence layer powering the next generatioEvan Ackerman
  • 04
    Robot Finger Feels in Color
    Imagine running your fingertip over the surface of a U.S. penny. You would feel the ridges of the raised letters and numbers, Abe Lincoln’s bearded side profile, and, if it’s tails, the fluted columns of the Lincoln Memorial. Getting a robot to sense the same things is an imposing task, often requiring gathering data on pressure and force at many spatial locations at once. But that’s just what a team of scientists in Europe has now managed to do, using an unusual, colorful robotic skin that provVelvet Wu
  • 05
    Optical Tech Would Update a Robot’s AI on the Fly
    Atop a lab bench, Cornell Tech postdoctoral researcher Yifan He positions the lens of an optical receiver almost a meter away from an LED emitting a beam of red light. The computer monitor attached to the receiver takes a beat to refresh, then displays an array of squares that resemble a QR code. When you hold your phone camera up to a QR code, light strikes the image sensor as only a first step to revealing the data hidden behind the black-and-white matrix. The receiver here is doing somethingAlex Music
  • 06
    Video Friday: An Italian Humanoid Comes to Life
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Humanoids Summit Seoul : 22–23 September 2026, SEOUL Enjoy today’s videos! In just sixEvan Ackerman
  • 07
    This Graduate Student Equips NASA’s Robots With Assembly Skills
    Like many engineers, Sarah Downs says she knew she wanted to pursue a STEM career from a young age. As a teenager, she discovered robotics through her Tulsa, Okla., middle school’s First Lego League team, and she fell in love with the field, she says. Downs participated in the international robotics program from 2014 to 2016. Watching PBS specials on NASA Mars rovers Spirit and Opportunity , and seeing the live broadcast of the Curiosity rover launch in 2011, inspired the teen to dream of a careNovid Parsi
  • 08
    Video Friday: Your Robot Surgeon Will See You Now
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Humanoids Summit Seoul : 22–23 September 2026, SEOUL Enjoy today’s videos! In this worEvan Ackerman
  • 09
    How to Make an Invisible Drone
    There are many words that I would never, ever use to describe a drone. Stealthy. Subtle. Whatever the opposite of obnoxious is. Much of this is because of the giant angry bee sound that drones tend to make, but it’s also the way that they look in flight: With uncannily linear movements and an even less canny ability to hover perfectly still, they tend to draw the eye as affronts to nature. In a paper presented this week at Robotics Science and Systems 2026 in Sydney, roboticists from NorthwesterEvan Ackerman
  • 10
    Building a Foundation Stack for General-Purpose Robots
    This article is brought to you by X Square Robot . Large language models gave artificial intelligence a working recipe. Pretrain a large model on broad data, and general capability follows. Robotics has no such recipe. Robotics systems have long been assembled from separate perception, planning, and control parts that rarely add up to intelligence a robot can carry from one task to another, or one machine to another. The central problem in embodied AI is to find the equivalent recipe, and the fi​X Square Robot
  • 11
    Video Friday: A World Cup for Robots
    Video Friday is your weekly selection of awesome robotics videos , collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Humanoids Summit Seoul : 22–23 September 2026, SEOEvan Ackerman
  • 12
    Ground Robots Inherit the Kill Zone
    Borys Drozhak has a vision: a front line almost free of humans, patrolled by flying drones and ground robots, and continuously monitored by AI-controlled sensor networks. And it’s not a pipe dream. Ukrainian roboticists have made major strides in that direction over the past four years. Remotely controlled ground vehicles fitted with machine guns and grenade launchers now patrol the no-man’s-land straddling the front, part of a robotic legion that has stymied Russia’s territorial ambitions so faTereza Pultarova
  • 13
    IEEE Honors Robotics Pioneer Toshio Fukuda
    Toshio Fukuda has been blazing trails for most of his career. He is considered to be one of the most prolific scholars in robotics , writing more than 2,000 research papers and authoring several books on the field. He’s an influential figure thanks to his pioneering work developing biomedical robotic systems, industrial robots, micro-nano robotics, mechatronics, and AI-driven automation. Fukuda launched one of the first robotics conferences, the IEEE/RSJ International Conference on Intelligent RKathy Pretz
  • 14
    Japan Pioneered Humanoid Robots—Can It Now Catch China?
    “In the future, the relationship between humans and robots will deepen, and the distinction between them will probably disappear.” This prediction, from one of the attendees at the recent Humanoids Summit in Tokyo , might have been unremarkable had it not come directly from an android that was first introduced to the world 20 years ago. Geminoid HI-6 is the sixth-generation of a robot originally designed in 2006. The mechanical twin of Osaka University professor Hiroshi Ishiguro , Geminoid HI-6Tim Hornyak
  • 15
    Video Friday: An Earthbound Mars Rover for the Moon
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Enjoy today’s videos! NASA is considering a missionEvan Ackerman
  • 16
    Video Friday: Give Robots a Hand
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Enjoy today’s videos! The best way of introducing aEvan Ackerman
  • 17
    Video Friday: Do Robots Even Need Legs?
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Enjoy today’s videos! Eno is our first agentic roboEvan Ackerman
  • 18
    What Amazon’s Astro Taught Me About Giving Robots a Soul
    In 2018, Amazon brought me in as the lead UX Sound Designer for Astro, its first consumer home robot . Astro used cameras and other sensors to map and navigate your home and workplace , and could proactively patrol, check up on loved ones, and transport small items using its built-in cargo bin. While there was a well-defined feature set and form factor, initially there was no character direction. In fact, even before Astro had a name, there were two main questions—was it simply Alexa on wheels,Mike Forst
  • 19
    The Secret to Marathon-Winning Humanoid Robots
    On 19 April 2026, the Honor Lightning humanoid robot ran a half-marathon in 50 minutes and 26 seconds , beating the human world record by 7 minutes and the best robot time from 2025 by almost 2 hours. How did Honor do it? Is there some magical technology or technique that unlocked this performance? How did the company beat the significantly better-known Unitree (which reportedly had to supply its robot with an ice backpack to try and complete the race without overheating)? My doctoral thesis invAvik De
  • 20
    Visual Language Models Train Robots to Read Human Emotions
    This article is part of our exclusive IEEE Journal Watch series in partnership with IEEE Xplore. As robots advance in terms of dexterity and other physical capabilities , it becomes more likely that humans may find themselves working alongside them. If that happens, how will robots’ emotional capabilities need to advance for them to successfully work with people? In a recent study, researchers trained collaborative robots to read human emotions by not only accounting for facial expressions, butMichelle Hampson
  • 21
    Award-Winning Researcher Trains Robots to Make Educated Guesses
    Yen-Ling Kuo always wanted to understand how things worked. When she was growing up in Taiwan, reading the story of Michael Faraday in elementary school piqued her curiosity about the natural world. During that time, she was introduced to Logo , a computer program with a turtle cursor to help children learn basic coding through hands-on experimentation. It was Kuo’s introduction to programming logic. Yen-Ling Kuo Employer University of Virginia in Charlottesville Title Assistant professor of comLiz Wegerer
  • 22
    Video Friday: Robotic Motion Discovery Reveals Unusual Behaviors
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO Enjoy today’s videos! We present MotionDisco, a framework that discovers contact-rich, long-horizon humEvan Ackerman
  • 23
    Defining Autonomy for Wellness Robots in Senior Care
    An examination of how socially assistive wellness robots could support the seven dimensions of senior wellness, and how a framework can measure their autonomy. What Attendees will Learn Why the senior care crisis exceeds incremental automation. Demographic pressure, workforce shortages, and a daily wellness-programming gap all strain traditional care models. What defines a wellness robot as a category. The seven ICAA wellness dimensions and eight properties separate these robots from companion aDreamface Technologies
  • 24
    Beyond Dexterity: Why Contact May Define the Next Era of Robotics
    This article is brought to you by AGILINK . Throughout the exhibition hall at the 2026 IEEE International Conference on Robotics (ICRA), in Vienna, one demonstration seemed to attract a disproportionate amount of attention. Two robotic hands were making a balloon dog. Slowly and deliberately, the robot twisted a long balloon into loops, bends, and joints without popping it. Visitors stopped, watched, and often returned with colleagues to watch again. AGILINK’s balloon dog demonstration draws a cAgilink
  • 25
    How JPL Keeps the 13-Year-Old Curiosity Rover Doing Science
    Thirteen years ago last August, I was camped out in NASA’s Jet Propulsion Laboratory press room in Pasadena, Calif., waiting to see whether the Curiosity rover would survive its descent and skycrane-assisted landing on the surface of Mars. It did, and it was awesome . Since then, Curiosity (also known as Mars Science Laboratory) has traveled nearly 37 kilometers , drilled into and sampled 42 different rocks , and as of publication has snapped nearly 763,000 photos . The fact that this robot is sEvan Ackerman
  • 26
    Video Friday: Watch This Running Robot Not Fall Down Stairs
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO Enjoy today’s videos! It’s been a while since a humanoid robot video actually impressed me, but the begEvan Ackerman
  • 27
    This DIY Bipedal Robot Used Pneumatic “Air-Muscles” Instead of Motors
    In 1987, Richard Greenhill , a British photographer who was fascinated by (but had no actual training in) robotics, decided he wanted to build a life-size humanoid that could do useful things, like carrying luggage. He was working at a startup called Intergalactic Robots, but he couldn’t convince anyone there to build such a machine, so he set about building one himself, in his attic. To help with his project, he organized a weekly get-together of a dozen or so like-minded folks. Every WednesdayAllison Marsh
  • 28
    Video Friday: Extreme Omnidirectional Robot
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026 : 1–5 June 2026, VIENNA RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO Enjoy today’s videos! What is the right number of legs for a robot? TEvan Ackerman
  • 29
    Video Friday: Atlas Versus a Fridge
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026 : 1–5 June 2026, VIENNA RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO Enjoy today’s videos! Just months after its debut, Atlas is proving wEvan Ackerman
  • 30
    Open-Source Software Is Starting to Help Robots Think
    When a group of academics started making open-source robotics hardware , a generation of roboticists got years of their lives back. Now, the bigger challenge is getting robots to think—and that’s starting to be open sourced too. The shift is still early, but companies including Hugging Face, Nvidia, and Alibaba have all made significant bets on open-source robotics in the last two years, releasing tools and models aimed at the higher-level work of getting robots to reason, decide, and act. The oJackie Snow