IEEE Spectrum

Robotics · 科技

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  • 01
    This Disembodied Hand Is All the Robot You Need
    A hand attached to the end of an arm is a given for most humans, but what if robots didn’t have to play by the same rules as we do? Researchers from ETH Zurich have turned an off-the-shelf robotic hand into a completely self-contained robot that walks on its fingertips while using those same fingers to manipulate its environment. Besides making the perfect Halloween accessory for anyone planning to dress up as a member of The Addams Family – who were famously accompanied by a disembodied walkingEdd Gent
  • 02
    HiPHI: A Large-Scale Benchmark for High-Precision Human Motion and Object Interaction
    This White Paper gives robotics researchers and engineers an overview of a new large-scale motion capture dataset built to close the data gap limiting humanoid robot learning. It also shows how policies trained on the dataset transfer to a real humanoid robot. What you will learn about: Why humanoid robot learning, a central problem in embodied AI and Physical AI, needs data that internet video and existing motion capture datasets cannot provide. How FrameNet , a linguistic framework for human aNoitom Robotics
  • 03
    Video Friday: Albatross Falls, Spins, Self-Rights, and Sails Away
    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. CoRL 2026 : 9–12 November 2026, AUSTIN Humanoids 2026 : 6–9 December 2026, SANTA CLARA, CA Enjoy today’s videos! We’ve developed ALBATROSS (Airborne Lander with Buoyant AuToROtating Sailing Sensor), a hybrid aerial-marine robot. It can be released from thEvan Ackerman
  • 04
    Atlas Robot’s New Hand May Outperform Humanlike Designs
    Today, Boston Dynamics is announcing a redesigned hand for its Atlas robot . The previous generation could do some crazy superhuman things with its three fingers, but it was never intended for mass production in the tens or hundreds of thousands. Switching from research hardware to a scalable product makes previously ignorable questions suddenly paramount: How can you make a hand that does everything you need it to do but is also rugged and reliable and cost-effective? It’s questions like theseEvan Ackerman
  • 05
    A Day in the Life of a Roboticist: Charlie Kemp
    Building useful robots starts with understanding the people who use them. For Charlie Kemp, cofounder and chief technology officer of Hello Robot, that means developing assistive robots that can help people with everyday tasks and support greater independence. In this Robots Guide profile, Kemp shares his path from studying artificial intelligence at MIT to building Stretch, explains how working with people with disabilities has shaped his approach, and offers advice for aspiring roboticists. ReIEEE Spectrum
  • 06
    Video Friday: Life’s Better With a Little Robot Goose
    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. IROS 2026 : 27 September–1 October 2026, PITTSBURGH CoRL 2026 : 9–12 November 2026, AUSTIN, TEXAS Humanoids 2026 : 6–9 December 2026, SANTA CLARA, CALIF. Enjoy today’s videos! Life’s better with a little Goose. [ The Robot Works ] Thanks, Dave! Skydio hasEvan Ackerman
  • 07
    Mexican EPICS in IEEE Team Builds Portable Educational Platform
    In Guadalajara, Mexico, many high schools have motivated teachers and talented students with an interest in science, technology, engineering, and mathematics, but they lack access to advanced tools such as robotics laboratories. The resources shortfall limits the students’ opportunities for hands-on learning on cutting-edge applications. A team from ITESO, Universidad Jesuita de Guadalajara , is working to change that. Through the EPICS in IEEE initiative, a multidisciplinary group of 15 engineeAshley Moran
  • 08
    Barbara Mazzolai Wants to Build a New Field of Robotics
    Throughout her career, roboticist Barbara Mazzolai has turned to nature for inspiration. Now she wants to ensure the technology she builds gives back to the environment, too. After starting her career as a biologist, a chance opportunity saw Mazzolai switch streams to engineering and become an early pioneer of bioinspired robotics . Building on her knowledge of biology’s ability to solve a diverse set of problems, she has developed robots based on octopuses, plant roots, and even seeds . “I’ve aEdd Gent
  • 09
    Video Friday: Two Birotors Make a Quadrotor
    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. Humanoids Summit Seoul : 22–23 September 2026, SEOUL IROS 2026 : 27 September–1 October 2026, PITTSBURGH CoRL 2026 : 9–12 November 2026, AUSTIN Enjoy today’s videos! A quadrotor is really just two birotors that love each other very much. [ CLIMB Lab ] TheEvan Ackerman
  • 10
    Rethinking Robot Safety in the Age of AI
    This article is brought to you by VicOne . Robot safety has traditionally asked: Can a machine remain safe when something goes wrong? Physical AI raises a harder question: Can a machine remain safe when an attacker changes what it sees, decides, or does even when nothing appears to have failed? As AI and robotics continue to advance at an unprecedented pace, modern robots perceive through multimodal sensors, interpret context using AI models, and translate those interpretations into physical actVicOne
  • 11
    Digit 5 May Be the First Humanoid Robot Worker That’s Truly Safe
    Despite the recent deluge of videos of humanoid robots doing backflips and kung fu, the actual pace of progress towards humanoids that can do economically viable jobs at scale has at times seemed a bit plodding. There are some good reasons for this : A humanoid robot needs to be powerful enough to do useful work, safe enough for humans to walk past, and have enough battery life to limit how much of the day it’s hooked to a charger. But all three of those necessary features actively work againstEvan Ackerman
  • 12
    Video Friday: Humanoid Robot Takes On Monkey Bars
    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. Humanoids Summit Seoul : 22–23 September 2026, SEOUL IROS 2026 : 27 September–1 October 2026, PITTSBURGH CoRL 2026 : 9–12 November 2026, AUSTIN Enjoy today’s videos! Traversing sparse 3D structures requires humanoid robots to perceive thin, overhanging geEvan Ackerman
  • 13
    Robots Are Learning to Feel
    Dexterous manipulation remains one of the biggest barriers keeping robots from successfully tackling a wide range of everyday tasks. A sense of touch could be the key, but a lack of quality data has held back progress. This is now starting to change as academic labs and startups race to build new tactile datasets and techniques to put them to use. Over the last few years, vision-language-action (VLA) models have significantly improved the ability of robots to carry out complex tasks involving obEdd Gent
  • 14
    This Robot Will Draw Your Blood Now
    You sit down and put your arm in the cradle. You press a button. The machine takes it from there. A near-infrared light sweeps your inner elbow, hunting for a vein. A puff of alcohol hits your skin. An ultrasound probe glides across your arm, mapping how deep the vessel runs and which way it bends. Doppler captures the direction of blood flow to rule out the artery. The cuff tightens around your upper arm. The needle comes down and pierces the skin. Your blood flows into the collection tubes, eaElie Dolgin
  • 15
    Cyborg Roaches Can Stab You With Needles
    Imagine you are trapped under rubble after an earthquake and you see an electronics-covered cockroach with a spring-loaded needle on its back scuttling toward you. Although the sight might be unnerving, to say the least, this prototype paramedic cyborg, or “Paraborg,” might one day help deliver lifesaving aid to disaster victims who might be otherwise impossible to reach. The Hardest Problems in Robotics For decades, scientists have sought to develop cyborg insects as “a shortcut around some ofCharles Q. Choi
  • 16
    Video Friday: Digit Redecorates
    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. Humanoids Summit Seoul : 22–23 September 2026, SEOUL IROS 2026 : 27 September–1 October 2026, PITTSBURGH CoRL 2026 : 9–12 November 2026, AUSTIN Enjoy today’s videos! I know these videos from Agility can be a little bit silly, but the couch drag in this onEvan Ackerman
  • 17
    Protecting Dynamic Industrial Robot Cable Carriers
    This article is brought to you by Tsubaki KabelSchlepp . In modern automated manufacturing, six-axis articulated robots perform high-speed, multidirectional maneuvers under demanding operational cycles. However, as robot arms swivel, rotate, and extend, the electrical cables, fiber optics, and pneumatic hoses supplying them endure severe mechanical stress. Torsional twist, rapid acceleration, and repeated contact with machine structures often lead to premature conductor fatigue, insulation breakTsubaki Kabelschlepp
  • 18
    The Best Way to Explore Lunar Craters Is a Giant Robot Ball
    On a good day, the rock quarry in central Texas is about 370,000 kilometers (230,000 miles) from the moon. But last February, when Rishi Jangale watched his 1.8-meter-wide, 150-kilogram inflatable robot roll effortlessly over rocks, gravel, and wet clay, his imagination turned the quarry into the lunar surface instead. Jangale is an upbeat mechanical engineer nearing the end of his Ph.D. at Texas A&M University, in College Station, Texas. He and his labmates have been working on this big tan “RoMax G. Levy
  • 19
    Video Friday: Meet Microduck
    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. Humanoids Summit Seoul : 22–23 September 2026, SEOUL IROS 2026 : 27 September–1 October 2026, PITTSBURGH CoRL 2026 : 9–12 November 2026, AUSTIN, TEXAS Enjoy today’s videos! Nvidia just paid US $12.9 billion for the company that acquired Pollen Robotics, aEvan Ackerman
  • 20
    AI Companion Robots Are Closing the Human Connection in Modern Homes
    This article is brought to you by Ollobot . From about 2017, individuals began to truly connect with the initial wave of companion robots. These devices had personality, moved around, joked, and answered when you spoke to them. Most early companion robots, however, were still limited by simple voice-command interactions and narrow functionality. Once the novelty wore off, many ended up sitting unused on shelves. As some of those companies went out of business and turned off their servers, many oOllobot
  • 21
    Video Friday: Do We Need Superhuman Humanoid 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. Humanoids Summit Seoul : 22–23 September 2026, SEOUL IROS 2026 : 27 September–1 October 2026, PITTSBURGH CoRL 2026 : 9–12 November 2026, AUSTIN Enjoy today’s videos! This is very, very cool. But I’m trying to think of what the commercial use case will be,Evan Ackerman
  • 22
    Drones With Claws Perch on Arctic Icebergs
    This article is part of our exclusive IEEE Journal Watch series in partnership with IEEE Xplore. Microspines are one of many ways to enable robots to latch onto surfaces like walls and ceilings . Now roboticists in Canada are using the mini spikes to get drones to land on a more challenging, remote surface: icebergs. Like a spider, the Ice Dart can land on and latch onto steep, slippery surfaces such as icebergs and glaciers—an increasingly useful capability as activity in the Arctic increases.Tim Hornyak
  • 23
    Is Shipyard Welding the Right First Job for Humanoid Robots?
    Humanoids desperately need to stop making YouTube videos and get a job already, and Persona AI is one of the few humanoid companies that seems to be entirely focused on making that happen. Persona AI’s approach has been to carefully select a job that is economically viable for robots right now, and they’ve found one that was also the job of one of the very first industrial robots ever sold : welding. IEEE Spectrum first spoke with Persona two years ago , shortly after it was founded by NicolausEvan Ackerman
  • 24
    Video Friday: Lift Happens
    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! Speaking from experience, I can tell you that the best part of any DARPA challenEvan Ackerman
  • 25
    Robot Recycler Salvages Parts From Broken Machines
    Objects constructed by robots are ubiquitous. If you’ve used a car, household appliance, or smartphone today, you’ve used an object constructed at least in part by robots. The more products that manufacturers want to produce (and consumers want to consume) at lower costs, the more industrial robots will be needed. There are over 4 million industrial robots in use worldwide, according to the International Federation of Robotics . And researchers predict that number will grow to over 16 million byKohava Mendelsohn
  • 26
    Video Friday: Drones Go Heavy in DARPA Lift Challenge
    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! The DARPA Lift Challenge is taking place through this weekend. There are a couplEvan Ackerman
  • 27
    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–driven expansionEvan Ackerman
  • 28
    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
  • 29
    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
  • 30
    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
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