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Researchers at MIT created a tiny origami-inspired robot that starts as a flat sheet and transforms itself into a working machine when activated by heat. Made from a heat-responsive polymer combined with rigid panels and small embedded magnets, it can self-fold into shape and then move across surfaces, swim,... show more

Brian Roemmele

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94,185 просмотров • 4 месяцев назад •via X (Twitter)

Наука и технологии

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MIT built a robot that starts as a flat plastic sheet, folds itself into shape using heat, walks around on its own, then dissolves in liquid when it’s done. No assembly required. No cleanup required. It just leaves.

MIT built a robot that starts as a flat plastic sheet, folds itself into shape using heat, walks around on its own, then dissolves in liquid when it’s done. No assembly required. No cleanup required. It just leaves.

TheLizVariant

533,491 просмотров • 26 дней назад

All right, who wants a robot worm? 🪱 Researchers at Case Western Reserve University developed a robot inspired by earthworms. Worms move by using wave-like muscle contractions called peristalsis. This version of the worm-inspired robot has a flexible outer mesh that can continuously change shape. Using this mesh, the robot's fixed parts can move smoothly between each other, providing power and control. This project is referred to as a "soft hyper-redundant robot," due to its highly flexible nature and ability to adapt to various environments. This design could prove useful in scenarios where traditional rigid robots struggle, such as navigating tight spaces or uneven terrain. Please let me know what your thoughts are! 👀 🔔 Hit the bell on my profile to never miss a robot story!

Lukas Ziegler

24,755 просмотров • 1 год назад

Researchers at Duke University developed Argus, a spherical robot with 20 legs and 20 eye-like sensors that can see and move in any direction. Using a concept called dynamic symmetry, it stays balanced and agile while traveling across rough terrain and climbing obstacles. The robot can also track objects and keep working even if some of its legs or sensors fail, making it useful for exploring dangerous environments and other planets.

Researchers at Duke University developed Argus, a spherical robot with 20 legs and 20 eye-like sensors that can see and move in any direction. Using a concept called dynamic symmetry, it stays balanced and agile while traveling across rough terrain and climbing obstacles. The robot can also track objects and keep working even if some of its legs or sensors fail, making it useful for exploring dangerous environments and other planets.

Space and Technology

21,056 просмотров • 1 месяц назад

A neural network can begin as a flat sheet and learn the shape of hidden data A self-organizing map turns learning into geometry. Each data point pulls one winning neuron toward it, but nearby neurons move too, and so the whole lattice bends without losing its neighborhood structure. The strange part is that the network is not given the roll shape. It discovers the shape through competition and local cooperation. Paper: Self-Organized Formation of Topologically Correct Feature Maps Authors: Teuvo Kohonen Year: 1982

A neural network can begin as a flat sheet and learn the shape of hidden data A self-organizing map turns learning into geometry. Each data point pulls one winning neuron toward it, but nearby neurons move too, and so the whole lattice bends without losing its neighborhood structure. The strange part is that the network is not given the roll shape. It discovers the shape through competition and local cooperation. Paper: Self-Organized Formation of Topologically Correct Feature Maps Authors: Teuvo Kohonen Year: 1982

Mathelirium

129,729 просмотров • 2 месяцев назад

It's a 3D printer, and 3D assembly station! 🖨️ The Functgraph developed at Meiji University starts as a regular 3D printer but upgrades itself into a mini factory. It can print parts for its own tools, pick them up, clean them, and put them together, all by itself. Think of it like a robot that can 3D print a spatula, assemble it, and then use it to flip pancakes. 🥞 Instead of just printing objects, the Functgraph can actually perform physical tasks, like folding laundry or slicing vegetables, by using printed and assembled tools. It’s a step toward the idea of a robot that can download "apps" as physical skills, much like your phone downloads software! 👀

It's a 3D printer, and 3D assembly station! 🖨️ The Functgraph developed at Meiji University starts as a regular 3D printer but upgrades itself into a mini factory. It can print parts for its own tools, pick them up, clean them, and put them together, all by itself. Think of it like a robot that can 3D print a spatula, assemble it, and then use it to flip pancakes. 🥞 Instead of just printing objects, the Functgraph can actually perform physical tasks, like folding laundry or slicing vegetables, by using printed and assembled tools. It’s a step toward the idea of a robot that can download "apps" as physical skills, much like your phone downloads software! 👀

Lukas Ziegler

149,742 просмотров • 1 год назад

Unitree’s B2-W Industrial Wheel has been upgraded. The B2-W is a quadruped robot from Unitree equipped with wheels on its limbs. Built with industrial-grade protection, it can overcome obstacles and reach speeds of up to 20 km/h. It is designed for stable movement across a wide range of environments, adapting to stairs, flat surfaces, and uneven terrain such as stones, gravel, or sand. Video Credit: Unitree Robotics #robotics #robots #engineering #technology #unitree

Unitree’s B2-W Industrial Wheel has been upgraded. The B2-W is a quadruped robot from Unitree equipped with wheels on its limbs. Built with industrial-grade protection, it can overcome obstacles and reach speeds of up to 20 km/h. It is designed for stable movement across a wide range of environments, adapting to stairs, flat surfaces, and uneven terrain such as stones, gravel, or sand. Video Credit: Unitree Robotics #robotics #robots #engineering #technology #unitree

Wevolver

134,494 просмотров • 10 месяцев назад

It's a 3D printer, and 3D assembly station! 🖨️ The Functgraph developed at Meiji University starts as a regular 3D printer but upgrades itself into a mini factory. It can print parts for its own tools, pick them up, clean them, and put them together, all by itself. Think of it like a robot that can 3D print a spatula, assemble it, and then use it to flip pancakes. 🥞 Instead of just printing objects, the Functgraph can actually perform physical tasks, like folding laundry or slicing vegetables, by using printed and assembled tools. It’s a step toward the idea of a robot that can download "apps" as physical skills, much like your phone downloads software! 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

It's a 3D printer, and 3D assembly station! 🖨️ The Functgraph developed at Meiji University starts as a regular 3D printer but upgrades itself into a mini factory. It can print parts for its own tools, pick them up, clean them, and put them together, all by itself. Think of it like a robot that can 3D print a spatula, assemble it, and then use it to flip pancakes. 🥞 Instead of just printing objects, the Functgraph can actually perform physical tasks, like folding laundry or slicing vegetables, by using printed and assembled tools. It’s a step toward the idea of a robot that can download "apps" as physical skills, much like your phone downloads software! 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

139,612 просмотров • 3 месяцев назад

This work makes a humanoid robot do simple parkour moves by looking with a depth camera and choosing the right move on the fly. The big deal is that it turns lots of small human moves into long, real-time robot behavior, without hand-coding every transition or retraining for each new course. A humanoid robot is usually good at steady walking, but it often fails when it has to do fast moves like jumping up, vaulting, or rolling, and then keep going to the next obstacle. The hard part is that you cannot easily collect training data for every possible obstacle shape, distance, and mistake, so robots end up learning a few moves that only work in a narrow setup. This work starts from short clips of real human parkour moves, like stepping over, vaulting, climbing, and rolling. It uses motion matching, which is basically a smart “pick the next clip that fits best right now” search, to stitch those short clips into a long, smooth plan that looks like a human doing a whole course. Then it trains a controller with reinforcement learning (RL), which means the robot learns by trial and error to copy that plan while staying balanced and not falling. After training separate expert controllers for different moves, it compresses them into 1 controller that uses only onboard depth sensing and a simple “go this fast in this direction” command. In real tests on a Unitree G1 humanoid, it can clear multiple obstacles in a row, adapt when obstacles get moved, and climb a wall up to 1.25m.

This work makes a humanoid robot do simple parkour moves by looking with a depth camera and choosing the right move on the fly. The big deal is that it turns lots of small human moves into long, real-time robot behavior, without hand-coding every transition or retraining for each new course. A humanoid robot is usually good at steady walking, but it often fails when it has to do fast moves like jumping up, vaulting, or rolling, and then keep going to the next obstacle. The hard part is that you cannot easily collect training data for every possible obstacle shape, distance, and mistake, so robots end up learning a few moves that only work in a narrow setup. This work starts from short clips of real human parkour moves, like stepping over, vaulting, climbing, and rolling. It uses motion matching, which is basically a smart “pick the next clip that fits best right now” search, to stitch those short clips into a long, smooth plan that looks like a human doing a whole course. Then it trains a controller with reinforcement learning (RL), which means the robot learns by trial and error to copy that plan while staying balanced and not falling. After training separate expert controllers for different moves, it compresses them into 1 controller that uses only onboard depth sensing and a simple “go this fast in this direction” command. In real tests on a Unitree G1 humanoid, it can clear multiple obstacles in a row, adapt when obstacles get moved, and climb a wall up to 1.25m.

Rohan Paul

37,121 просмотров • 5 месяцев назад

A robot that leaps like a squirrel 🐿️ Researchers at the UC Berkeley have created a robot that can jump and land on a branch, just like a squirrel. This robot, called Salto, is inspired by how squirrels leap and balance in trees. Researchers studied how squirrels adjust their movements to stick a perfect landing. They then programmed Salto to mimic these techniques, helping it land safely on narrow surfaces. They programmed it to adjust its posture mid-air, extending or crouching based on its trajectory. The robot also uses a passive gripper for stability, though it doesn't actively grip like a squirrel. By combining biology and engineering, scientists are making robots more agile than ever. P.S. It's cool to see Salto again in action after 2 years :)

A robot that leaps like a squirrel 🐿️ Researchers at the UC Berkeley have created a robot that can jump and land on a branch, just like a squirrel. This robot, called Salto, is inspired by how squirrels leap and balance in trees. Researchers studied how squirrels adjust their movements to stick a perfect landing. They then programmed Salto to mimic these techniques, helping it land safely on narrow surfaces. They programmed it to adjust its posture mid-air, extending or crouching based on its trajectory. The robot also uses a passive gripper for stability, though it doesn't actively grip like a squirrel. By combining biology and engineering, scientists are making robots more agile than ever. P.S. It's cool to see Salto again in action after 2 years :)

Lukas Ziegler

20,612 просмотров • 1 год назад

🚨🇺🇸 HARVARD BUILT A ROBOT WORM BALL... AND IT’S WEIRDLY GENIUS Inspired by the slimy chaos of California blackworms, Harvard engineers made foot-long soft robots that tangle themselves into wriggling blobs. Each robot curls up using internal air pressure, and when enough of them squirm nearby, they knot into a mass that crawls like one creepy-crawly team. This isn’t just gross for fun - the robo-blob can explore tight spaces, swim through water, and maybe even climb walls together. But can physical entanglement actually be communication? Because these things don’t just stick together - they move, react, and behave like a colony. Lead Researcher Justin Werfel: “We look at the biological system, and we say, ‘Look how cool this is." Source: Harvard SEAS

🚨🇺🇸 HARVARD BUILT A ROBOT WORM BALL... AND IT’S WEIRDLY GENIUS Inspired by the slimy chaos of California blackworms, Harvard engineers made foot-long soft robots that tangle themselves into wriggling blobs. Each robot curls up using internal air pressure, and when enough of them squirm nearby, they knot into a mass that crawls like one creepy-crawly team. This isn’t just gross for fun - the robo-blob can explore tight spaces, swim through water, and maybe even climb walls together. But can physical entanglement actually be communication? Because these things don’t just stick together - they move, react, and behave like a colony. Lead Researcher Justin Werfel: “We look at the biological system, and we say, ‘Look how cool this is." Source: Harvard SEAS

Mario Nawfal

27,629 просмотров • 1 год назад

A 40-year-old patent has finally been brought to life. That's the Y-zipper. A 3D-printed three-sided fastener that transitions any object from flexible to rigid and back again. The robotics application is the one that caught my attention. A quadruped robot that adjusts its leg stiffness depending on terrain, switching between rigid and flexible in real time without additional motors or complex mechanical systems. But this goes way beyond robotics. A wrist cast that loosens during the day and stiffens at night. A tent that pops into shape in 90 seconds instead of six minutes. The idea sat in a patent filing for four decades. It took 3D printing to finally make it real. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

A 40-year-old patent has finally been brought to life. That's the Y-zipper. A 3D-printed three-sided fastener that transitions any object from flexible to rigid and back again. The robotics application is the one that caught my attention. A quadruped robot that adjusts its leg stiffness depending on terrain, switching between rigid and flexible in real time without additional motors or complex mechanical systems. But this goes way beyond robotics. A wrist cast that loosens during the day and stiffens at night. A tent that pops into shape in 90 seconds instead of six minutes. The idea sat in a patent filing for four decades. It took 3D printing to finally make it real. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

1,803,732 просмотров • 2 месяцев назад

This one actually made me pause. Scientists built a robot made of liquid. Not flexible. Liquid. It can split, merge, squeeze through tiny spaces, and then re-form. When it breaks, it heals itself. No motors. No joints. No rigid body. I’ve spent years thinking about AI as the brain of machines. This feels like the first glimpse of something else. A body that does not have a fixed shape. Today it’s millimeter-scale. Tomorrow, it’s medicine moving through the body, or machines exploring places nothing solid can reach. That thought excites me. And honestly, it unsettles me too. So here’s the question. When machines no longer have a stable form, what does “control” even mean? #AI #Robotics #SoftRobotics #Innovation #Technology #FutureOfWork

This one actually made me pause. Scientists built a robot made of liquid. Not flexible. Liquid. It can split, merge, squeeze through tiny spaces, and then re-form. When it breaks, it heals itself. No motors. No joints. No rigid body. I’ve spent years thinking about AI as the brain of machines. This feels like the first glimpse of something else. A body that does not have a fixed shape. Today it’s millimeter-scale. Tomorrow, it’s medicine moving through the body, or machines exploring places nothing solid can reach. That thought excites me. And honestly, it unsettles me too. So here’s the question. When machines no longer have a stable form, what does “control” even mean? #AI #Robotics #SoftRobotics #Innovation #Technology #FutureOfWork

Pascal Bornet

2,017,211 просмотров • 5 месяцев назад

The Wheelbot is a wheel unicycle developed by researchers at Max Planck Institute that jumps onto its wheels from any initial position. The robot can self-erect itself from any position either by rolling up with its rolling wheel, or by standing up using its reaction wheel. This wheel unicycle uses brushless motors with high torque-to-weight ratios. As a result, the Wheelbot has a better balance and can reject disturbances to a greater extent than previous reaction wheel unicycle robots. Researchers: A. René Geist, Jonathan Fiene, Naomi Tashiro, Zheng Jia, Sebastian Trimpe Video Credit: Max Planck Institute #technology #wheelbot #maxplanck #maxplanckinstitute -------------------------------- Stay ahead of the curve! Follow us now on our WhatsApp ( and Telegram ( channels and stay updated about the cutting edge.

The Wheelbot is a wheel unicycle developed by researchers at Max Planck Institute that jumps onto its wheels from any initial position. The robot can self-erect itself from any position either by rolling up with its rolling wheel, or by standing up using its reaction wheel. This wheel unicycle uses brushless motors with high torque-to-weight ratios. As a result, the Wheelbot has a better balance and can reject disturbances to a greater extent than previous reaction wheel unicycle robots. Researchers: A. René Geist, Jonathan Fiene, Naomi Tashiro, Zheng Jia, Sebastian Trimpe Video Credit: Max Planck Institute #technology #wheelbot #maxplanck #maxplanckinstitute -------------------------------- Stay ahead of the curve! Follow us now on our WhatsApp ( and Telegram ( channels and stay updated about the cutting edge.

Wevolver

12,091 просмотров • 1 год назад

We asked Angus about the future of robotics and AI training. “I built an industrial-grade kinematic solver for 6 degrees of freedom motion, with full path planning and joint control." "You can stream AI model outputs into it, or run it like a traditional industrial robot." "The benefit of that is all of that information you can stream and record from those joints… you can use that as the training data." "Frankly, moving a robot with a lever is really crap data for training robots. But this gives you smooth, high-quality motion, without needing two robots.”

We asked Angus about the future of robotics and AI training. “I built an industrial-grade kinematic solver for 6 degrees of freedom motion, with full path planning and joint control." "You can stream AI model outputs into it, or run it like a traditional industrial robot." "The benefit of that is all of that information you can stream and record from those joints… you can use that as the training data." "Frankly, moving a robot with a lever is really crap data for training robots. But this gives you smooth, high-quality motion, without needing two robots.”

TBPN

18,811 просмотров • 1 год назад

CYBERTRUCK JUST PARKS ITSELF AT A SUPERCHARGER LIKE IT'S SHOWING OFF The Cybertruck moved in full self driving mode and the scene felt like a quiet flex as it rolled toward seven open stalls without anything pre selected. The truck scanned ahead and lined itself up with a confidence that made the moment feel strangely personal while the question hung in the air about whether it could find a stall and settle into place. It backed in smoothly and the precision looked almost casual. Cybertruck eased close without hesitation and finished the move with a clean perfect back in that found the Supercharger entirely on its own. Source: Tesla Owners Silicon Valley

CYBERTRUCK JUST PARKS ITSELF AT A SUPERCHARGER LIKE IT'S SHOWING OFF The Cybertruck moved in full self driving mode and the scene felt like a quiet flex as it rolled toward seven open stalls without anything pre selected. The truck scanned ahead and lined itself up with a confidence that made the moment feel strangely personal while the question hung in the air about whether it could find a stall and settle into place. It backed in smoothly and the precision looked almost casual. Cybertruck eased close without hesitation and finished the move with a clean perfect back in that found the Supercharger entirely on its own. Source: Tesla Owners Silicon Valley

Mario Nawfal

127,070 просмотров • 8 месяцев назад

🇺🇸 VIRGINIA TECH UNVEILS BREAKTHROUGH CHIP THAT LETS SOUND MOVE MATTER Scientists at Virginia Tech have created something straight out of science fiction... a chip that uses sound waves to move and shape objects as if they had invisible hands. The new acoustic metamaterial chip can bend, twist, and overlap sound waves to grab and control tiny particles with stunning precision. Traditional sound devices only create flat waves. This one can curve and sculpt them, allowing 3D control in liquids or solids with no physical contact. The potential is huge: clearing blood clots without surgery, directing medicine through the bloodstream, cooling microchips, or even building microscopic machines. By encoding sound energy like a programmable field, the chip turns acoustics into a new form of engineering power. This is the next frontier in how we interact with matter itself. Source: Virginia Tech, Nature Communications, TechXplore

🇺🇸 VIRGINIA TECH UNVEILS BREAKTHROUGH CHIP THAT LETS SOUND MOVE MATTER Scientists at Virginia Tech have created something straight out of science fiction... a chip that uses sound waves to move and shape objects as if they had invisible hands. The new acoustic metamaterial chip can bend, twist, and overlap sound waves to grab and control tiny particles with stunning precision. Traditional sound devices only create flat waves. This one can curve and sculpt them, allowing 3D control in liquids or solids with no physical contact. The potential is huge: clearing blood clots without surgery, directing medicine through the bloodstream, cooling microchips, or even building microscopic machines. By encoding sound energy like a programmable field, the chip turns acoustics into a new form of engineering power. This is the next frontier in how we interact with matter itself. Source: Virginia Tech, Nature Communications, TechXplore

Mario Nawfal

287,800 просмотров • 7 месяцев назад

This stone begins as Earth. When it’s first dug out, it’s soft enough to be cut by hand. Then air, moisture, and time transform it into a building material strong enough to last for centuries. It is used across Kerala, Goa, Karnataka, and the Konkan coast, laterite kept homes naturally cooler long before air conditioning existed. Its porous structure allows walls to breathe, reducing heat buildup while creating a texture and character that no factory-made material can replicate.

This stone begins as Earth. When it’s first dug out, it’s soft enough to be cut by hand. Then air, moisture, and time transform it into a building material strong enough to last for centuries. It is used across Kerala, Goa, Karnataka, and the Konkan coast, laterite kept homes naturally cooler long before air conditioning existed. Its porous structure allows walls to breathe, reducing heat buildup while creating a texture and character that no factory-made material can replicate.

JIX5A

14,306 просмотров • 1 месяц назад

South Korean researchers built a paper-thin robot that squeezes through 3mm gaps and lifts 70x (!) its weight. The flexible robotic "sheet" mimicks myosin, the protein that powers muscle contractions in your body. Inside the sheet are dozens of microscopic air chambers stacked in layers. When air flows through them in a specific sequence, tiny feet move like muscles pushing and returning. Each foot repeats a simple push-and-return motion, allowing the robot to travel long distances with small movements. In demos, it navigated through a pipe with just 3 millimeters of clearance while carrying a camera 23x heavier than itself. The team also attached it to a standard 2-finger gripper, instantly giving it the ability to rotate and reposition objects mid-air without moving the arm. One day this could be used in minimally invasive surgery, allowing robots to navigate through the body's smallest passages.

South Korean researchers built a paper-thin robot that squeezes through 3mm gaps and lifts 70x (!) its weight. The flexible robotic "sheet" mimicks myosin, the protein that powers muscle contractions in your body. Inside the sheet are dozens of microscopic air chambers stacked in layers. When air flows through them in a specific sequence, tiny feet move like muscles pushing and returning. Each foot repeats a simple push-and-return motion, allowing the robot to travel long distances with small movements. In demos, it navigated through a pipe with just 3 millimeters of clearance while carrying a camera 23x heavier than itself. The team also attached it to a standard 2-finger gripper, instantly giving it the ability to rotate and reposition objects mid-air without moving the arm. One day this could be used in minimally invasive surgery, allowing robots to navigate through the body's smallest passages.

Rowan Cheung

53,203 просмотров • 4 месяцев назад