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LEONARDO, also called LEO, was built by researchers at Caltech’s Center for Autonomous Systems and Technologies. Its full name means LEgs ONboARD drOne. The idea is simple but unusual: • Build a small biped robot • Give it drone-style thrust • Use the legs for ground contact • Use... the propellers for balance and lift • Combine walking, hopping and flying in one system LEO is basically a hybrid between a walking robot and a flying drone. How it was built: • Two lightweight legs • Three actuated joints in each leg • Four propeller thrusters near the shoulders • A lightweight body • Leg motors for ground movement • Propellers for balance, lift and aerial control • Real-time control software that synchronizes the legs and propellers How it walks: • The legs move the robot forward • The feet touch the ground like a normal biped • The propellers constantly correct balance from above • The robot can stay upright even in unstable situations • The thrust reduces the risk of falling during difficult motions How it flies: • The legs stop being the main locomotion system • The four propellers generate lift • The robot behaves more like a drone • It can take off, fly over obstacles and land back on its legs What makes it different: • It does not walk like a normal humanoid • It does not fly like a normal drone • It blends both systems • The legs handle contact with the ground • The propellers act like fast stabilizers • The control system decides how much help comes from the legs and how much comes from thrust That is why LEO can: • Walk • Hop • Fly over obstacles • Ride a skateboard • Balance on a slackline The key idea is walking with aerial stabilization.show more

Techniahqrobot | humanoid robots

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Not every hitter needs to “get into their legs.” Ryan Costello had always been coached to sit deeper into his legs and heels. But when you watch his swing, something stands out. He immediately comes out of his legs and moves toward the front leg. Through assessment we identified a few key things: • Best balance point: right forefoot • Axis of rotation: front leg • Limited hip/shoulder separation • Power produced primarily through the shoulders The adjustment wasn’t getting deeper into the legs. It was allowing him to organize around the front leg instead of fighting it. So far this season: 9 HR. It wasn’t a strength issue. It was coordination and balance. Different hitters coordinate balance differently. How often are we asking players to move in ways their body doesn’t naturally coordinate? Coz #ncaabaseball

Not every hitter needs to “get into their legs.” Ryan Costello had always been coached to sit deeper into his legs and heels. But when you watch his swing, something stands out. He immediately comes out of his legs and moves toward the front leg. Through assessment we identified a few key things: • Best balance point: right forefoot • Axis of rotation: front leg • Limited hip/shoulder separation • Power produced primarily through the shoulders The adjustment wasn’t getting deeper into the legs. It was allowing him to organize around the front leg instead of fighting it. So far this season: 9 HR. It wasn’t a strength issue. It was coordination and balance. Different hitters coordinate balance differently. How often are we asking players to move in ways their body doesn’t naturally coordinate? Coz #ncaabaseball

Motor Preferences Experts, LLC

27,698 görüntüleme • 5 ay önce

🚨 THIS IS HOW IT STARTS — HUMANOID ROBOT SUDDENLY LUNGES AT A MAN — EXACTLY THE MOMENT PEOPLE FEARED A humanoid robot was casually kicking a soccer ball around during a public demonstration. Then the ball rolled toward a man in the audience. He tried to kick it back. That’s when the robot suddenly charged toward him and raised its arm like it was about to swing. Within seconds, a handler rushed in and grabbed the robot before the moment escalated. People in the room laugh nervously… but the clip is making the rounds online for one reason: The movement looks almost human. The way it runs. The stance. The arm coming up. Even the comments are losing it: • “Tf was it going to HIT for???” • “Why did it need to be held back?” • “DON’T TOUCH MY BALL” • “How do they get pissed off if they supposedly don’t have emotions?” The strangest part? The robot seemed to react the instant the human interfered with the ball. Are we just watching a glitch during a demo… or the exact moment people warned about?

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Anime Posts

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Pi Ventures-Backed OpenMind Opens Waitlist For Humanoid Robot Control Pi Network (Pi Network) Ventures backed OpenMind (OpenMind) has opened the waitlist for Instabody, a platform that lets users remotely control a real humanoid robot. The company said users can see the world through the robot's eyes and directly control its movements. It believes giving people the controls will help shape how robots evolve. OpenMind previously launched a robot app store built on its OM1 operating system, allowing developers to add new skills to humanoid and quadruped robots.

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BSCN

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This Airbus A400M pulled off a near-vertical takeoff, showing just how much power and lift it has. Even for a plane that big, it can get off the ground fast and handle short, rough runways this was just a demo of what it can really do. 📹: bobsurgranny

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Aviation

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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.

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Rohan Paul

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🇺🇸🇮🇷 Reports of a U.S. A-10 Thunderbolt II going down near the Strait of Hormuz raise a key question: how easy is it to bring one down? At first glance, the A-10 looks like an easy target. It is slow, flies at low altitude, and lacks the stealth and speed of modern jets. But it was never designed to avoid fire. It was designed to survive it. Every part of it reflects that idea. The pilot sits inside a titanium armor “bathtub,” critical systems are duplicated, and the engines are placed far apart to reduce the chance of a single hit taking it out. Even the fuel system is built to limit severe damage. Its combat record proves it. During the Gulf War, A-10s often returned with heavy damage, damaged wings, failed hydraulics, and barely working systems, yet still made it back. Modern air defenses can hit an A-10, but destroying it is a different challenge. Flying low through terrain and battlefield clutter makes targeting harder, and its strong build means one hit is rarely enough. That durability is what keeps it relevant. While newer jets rely on stealth and speed, the A-10 depends on pure survivability. It is not invincible, but it was built with one expectation: it will take fire and still return.

🇺🇸🇮🇷 Reports of a U.S. A-10 Thunderbolt II going down near the Strait of Hormuz raise a key question: how easy is it to bring one down? At first glance, the A-10 looks like an easy target. It is slow, flies at low altitude, and lacks the stealth and speed of modern jets. But it was never designed to avoid fire. It was designed to survive it. Every part of it reflects that idea. The pilot sits inside a titanium armor “bathtub,” critical systems are duplicated, and the engines are placed far apart to reduce the chance of a single hit taking it out. Even the fuel system is built to limit severe damage. Its combat record proves it. During the Gulf War, A-10s often returned with heavy damage, damaged wings, failed hydraulics, and barely working systems, yet still made it back. Modern air defenses can hit an A-10, but destroying it is a different challenge. Flying low through terrain and battlefield clutter makes targeting harder, and its strong build means one hit is rarely enough. That durability is what keeps it relevant. While newer jets rely on stealth and speed, the A-10 depends on pure survivability. It is not invincible, but it was built with one expectation: it will take fire and still return.

Defense Intelligence

57,768 görüntüleme • 4 ay önce

Rio de Janeiro just became the first city in the world to start reforesting itself with AI drones and the more i read about how it works the cooler it gets: the reason a city would even need this is that dead land is brutally hard to bring back when cattle farming or mining wrecks a piece of land, the soil turns hard and dry and basically dies. left alone it can stay like that for decades the only fix used to be huge crews planting seedlings by hand. one person covers about a hectare a day. at that pace a real forest takes years and a fortune, so most wrecked land just stays dead the company Rio hired is called MORFO. their answer is one drone plus an AI model doing the work of that entire crew it starts with the drone scanning the whole area from above from that scan, the AI studies the soil, the water, the slope, the plants already growing nearby it uses all of that to pick which native species have the best shot at surviving in each exact spot, choosing from a catalog of 300+ local plants once it knows what goes where, the drone flies back over and fires biodegradable seed pods into the ground, 180 every minute each pod holds seeds, nutrients, moisture. a little starter kit for surviving in dead soil flying like that, one drone covers up to 50 hectares a day. the work of a 50-person planting crew and it actually works. they tested it on Brazilian pasture that years of cattle farming had killed. a few months after planting, that same land had grass, bushes, small trees growing again the system keeps learning after the drones leave too. satellites watch what actually grows back, so each new project starts smarter than the last my favorite detail: the AI even decides where NOT to plant it left 16% of one 8,420-hectare site untouched because it detected the forest there was already regrowing on its own easily one of the coolest AI applications i've seen this year

Rio de Janeiro just became the first city in the world to start reforesting itself with AI drones and the more i read about how it works the cooler it gets: the reason a city would even need this is that dead land is brutally hard to bring back when cattle farming or mining wrecks a piece of land, the soil turns hard and dry and basically dies. left alone it can stay like that for decades the only fix used to be huge crews planting seedlings by hand. one person covers about a hectare a day. at that pace a real forest takes years and a fortune, so most wrecked land just stays dead the company Rio hired is called MORFO. their answer is one drone plus an AI model doing the work of that entire crew it starts with the drone scanning the whole area from above from that scan, the AI studies the soil, the water, the slope, the plants already growing nearby it uses all of that to pick which native species have the best shot at surviving in each exact spot, choosing from a catalog of 300+ local plants once it knows what goes where, the drone flies back over and fires biodegradable seed pods into the ground, 180 every minute each pod holds seeds, nutrients, moisture. a little starter kit for surviving in dead soil flying like that, one drone covers up to 50 hectares a day. the work of a 50-person planting crew and it actually works. they tested it on Brazilian pasture that years of cattle farming had killed. a few months after planting, that same land had grass, bushes, small trees growing again the system keeps learning after the drones leave too. satellites watch what actually grows back, so each new project starts smarter than the last my favorite detail: the AI even decides where NOT to plant it left 16% of one 8,420-hectare site untouched because it detected the forest there was already regrowing on its own easily one of the coolest AI applications i've seen this year

Ole Lehmann

13,123 görüntüleme • 1 ay önce

the most beautiful DIY robot build i've ever seen: this guy turned a robot dog into an off-road wheelchair so his dad could go hiking again his dad used to run marathons, but 20 years ago multiple sclerosis put him in a wheelchair. so his son Jake took a Unitree B2-W (an industrial robot with 4 legs and a wheel on each foot) and built a custom seat on top. on flat ground it rolls just like a normal wheelchair. but when it reaches rocks, water, or stairs, each leg can lift and adjust on its own, allowing it to step right over them. getting this to work safely took a while. > the robot was never designed to carry a person (it tipped over many times during testing) > so Jake spent 3 years recalibrating it. he tested it on his friends first, then once it was stable enough his dad finally got to try it. > and after 20 years in a wheelchair, he climbed a hiking trail again. a chair like this could eventually give wheelchair users access to trails, beaches, broken sidewalks, all the places that are still out of reach today. and one dude built it in his garage lol we truly live in a golden age where a single person can create world-changing tech

the most beautiful DIY robot build i've ever seen: this guy turned a robot dog into an off-road wheelchair so his dad could go hiking again his dad used to run marathons, but 20 years ago multiple sclerosis put him in a wheelchair. so his son Jake took a Unitree B2-W (an industrial robot with 4 legs and a wheel on each foot) and built a custom seat on top. on flat ground it rolls just like a normal wheelchair. but when it reaches rocks, water, or stairs, each leg can lift and adjust on its own, allowing it to step right over them. getting this to work safely took a while. > the robot was never designed to carry a person (it tipped over many times during testing) > so Jake spent 3 years recalibrating it. he tested it on his friends first, then once it was stable enough his dad finally got to try it. > and after 20 years in a wheelchair, he climbed a hiking trail again. a chair like this could eventually give wheelchair users access to trails, beaches, broken sidewalks, all the places that are still out of reach today. and one dude built it in his garage lol we truly live in a golden age where a single person can create world-changing tech

Ole Lehmann

15,592 görüntüleme • 1 ay önce

🇺🇸🇮🇷 After reports that a U.S A-10 Warthog crashed near the Strait of Hormuz, it raises the question: how easy is it to shoot down? The A-10 looks like an easy target. It’s slow, flies low, and lacks the sleek defenses of modern jets. But the A-10 wasn’t designed to avoid being shot at, it was designed to survive it. Everything about the aircraft reflects that mindset. The pilot sits inside a titanium armored shell, critical systems are duplicated, and the engines are spaced to reduce the chance of a single strike taking the plane down. Even the fuel system is built to limit catastrophic damage. Combat history shows the result. During the Gulf War, A-10s routinely returned to base with severe damage, shredded wings, failed hydraulics, and systems barely holding together, yet still managed to complete their missions. Modern air defenses can certainly hit an A-10. The challenge is finishing the job. Flying low among terrain and battlefield clutter, the aircraft complicates clean targeting, and its resilience means that a hit is often not enough. That durability is what keeps it relevant. While newer aircraft rely on speed or stealth to stay safe, the A-10 relies on something more old-fashioned: the ability to endure. It isn’t invulnerable, but it was built with a simple assumption that many aircraft avoid, that war will reach it. And when it does, the A-10 is expected to fly home anyway.

🇺🇸🇮🇷 After reports that a U.S A-10 Warthog crashed near the Strait of Hormuz, it raises the question: how easy is it to shoot down? The A-10 looks like an easy target. It’s slow, flies low, and lacks the sleek defenses of modern jets. But the A-10 wasn’t designed to avoid being shot at, it was designed to survive it. Everything about the aircraft reflects that mindset. The pilot sits inside a titanium armored shell, critical systems are duplicated, and the engines are spaced to reduce the chance of a single strike taking the plane down. Even the fuel system is built to limit catastrophic damage. Combat history shows the result. During the Gulf War, A-10s routinely returned to base with severe damage, shredded wings, failed hydraulics, and systems barely holding together, yet still managed to complete their missions. Modern air defenses can certainly hit an A-10. The challenge is finishing the job. Flying low among terrain and battlefield clutter, the aircraft complicates clean targeting, and its resilience means that a hit is often not enough. That durability is what keeps it relevant. While newer aircraft rely on speed or stealth to stay safe, the A-10 relies on something more old-fashioned: the ability to endure. It isn’t invulnerable, but it was built with a simple assumption that many aircraft avoid, that war will reach it. And when it does, the A-10 is expected to fly home anyway.

Mario Nawfal

594,547 görüntüleme • 4 ay önce

A rare Indian Giant Flying Squirrel has been spotted in the forests of Ramnagar, Uttarakhand, for the first time in nearly 12 years after it wandered into a villager’s house. The nocturnal animal was safely rescued by the Forest Department and will be released back into the wild after a health check. Despite its name, it doesn’t actually fly. Using a flap of skin between its legs, it glides gracefully from tree to tree, sometimes covering up to 80 metres in a single glide.

A rare Indian Giant Flying Squirrel has been spotted in the forests of Ramnagar, Uttarakhand, for the first time in nearly 12 years after it wandered into a villager’s house. The nocturnal animal was safely rescued by the Forest Department and will be released back into the wild after a health check. Despite its name, it doesn’t actually fly. Using a flap of skin between its legs, it glides gracefully from tree to tree, sometimes covering up to 80 metres in a single glide.

Kumaon Jagran

85,948 görüntüleme • 1 ay önce

❗️It is claimed that the 🇺🇦Ukrainian kamikaze drone based on the A-22 light aircraft is towing another UAV. It was this combination that attacked the Russian Shahed kamikaze drone production plant in 🇷🇺Yelabuga (Tatarstan) yesterday. Such a glider can have a small engine of its own for flight and maneuvering in the final section, and also carries another warhead. Thus, at the expense of one drone, another is delivered to the target, which, after uncoupling, plans independently.

❗️It is claimed that the 🇺🇦Ukrainian kamikaze drone based on the A-22 light aircraft is towing another UAV. It was this combination that attacked the Russian Shahed kamikaze drone production plant in 🇷🇺Yelabuga (Tatarstan) yesterday. Such a glider can have a small engine of its own for flight and maneuvering in the final section, and also carries another warhead. Thus, at the expense of one drone, another is delivered to the target, which, after uncoupling, plans independently.

🪖MilitaryNewsUA🇺🇦

148,138 görüntüleme • 1 yıl önce

🦿Xpeng showed a humanoid robot called IRON whose movement looked so human that the team literally cut it open on stage to prove it is a machine. IRON uses a bionic body with a flexible spine, synthetic muscles, and soft skin so joints and torso can twist smoothly like a person. The system has 82 degrees of freedom in total with 22 in each hand for fine finger control. Compute runs on 3 custom AI chips rated at 2,250 TOPS (Tera Operations Per Second), which is far above typical laptop neural accelerators, so it can handle vision and motion planning on the robot. The AI stack focuses on turning camera input directly into body movement without routing through text, which reduces lag and makes the gait look natural. Xpeng staged the cut-open demo at AI Day in Guangzhou this week, addressing rumors that a performer was inside by exposing internal actuators, wiring, and cooling. Company materials also mention a large physical-world model and a multi-brain control setup for dialogue, perception, and locomotion, hinting at a path from stage demos to service work. Production is targeted for 2026, so near-term tasks will be limited, but the hardware shows a serious step toward human-scale manipulation.

🦿Xpeng showed a humanoid robot called IRON whose movement looked so human that the team literally cut it open on stage to prove it is a machine. IRON uses a bionic body with a flexible spine, synthetic muscles, and soft skin so joints and torso can twist smoothly like a person. The system has 82 degrees of freedom in total with 22 in each hand for fine finger control. Compute runs on 3 custom AI chips rated at 2,250 TOPS (Tera Operations Per Second), which is far above typical laptop neural accelerators, so it can handle vision and motion planning on the robot. The AI stack focuses on turning camera input directly into body movement without routing through text, which reduces lag and makes the gait look natural. Xpeng staged the cut-open demo at AI Day in Guangzhou this week, addressing rumors that a performer was inside by exposing internal actuators, wiring, and cooling. Company materials also mention a large physical-world model and a multi-brain control setup for dialogue, perception, and locomotion, hinting at a path from stage demos to service work. Production is targeted for 2026, so near-term tasks will be limited, but the hardware shows a serious step toward human-scale manipulation.

Rohan Paul

3,802,543 görüntüleme • 9 ay önce

Check out the new interactive humanoid robot, Yogi, introduced by Cartwheel Robotics. Yogi is designed as a companion for everyday life, offering help and companionship in settings from hospitals to living rooms. It features soft silicone skin for safe touch, precision actuators for predictable movement, and simple, natural interaction. The robot continuously learns new abilities for greater utility. Cartwheel's founder, Scott LaValley, has a deep background, having developed over four humanoid systems. His expertise includes nearly a decade developing the Atlas robot at Boston Dynamics, followed by five years at Disney leading the team that created the Groot robot. This extensive, hands-on experience is key to Cartwheel Robotics' innovations.

Check out the new interactive humanoid robot, Yogi, introduced by Cartwheel Robotics. Yogi is designed as a companion for everyday life, offering help and companionship in settings from hospitals to living rooms. It features soft silicone skin for safe touch, precision actuators for predictable movement, and simple, natural interaction. The robot continuously learns new abilities for greater utility. Cartwheel's founder, Scott LaValley, has a deep background, having developed over four humanoid systems. His expertise includes nearly a decade developing the Atlas robot at Boston Dynamics, followed by five years at Disney leading the team that created the Groot robot. This extensive, hands-on experience is key to Cartwheel Robotics' innovations.

RoboHub🤖

15,243 görüntüleme • 10 ay önce

April 30 • 12:00pm ET Art Blocks + OpenSea “Gift of time” began during my residency in Marfa, Texas, as part of the Art Blocks and OpenSea artist residency program, where a distinct shift in the experience of time became central to the work. In the desert, I felt time move differently. It stretched, slowed, and became something I noticed. After a few days, the rhythm changed. Moments felt longer, attention sharpened, and I became increasingly aware of each moment as it passed. This work comes from that condition. Time is not treated only as a theme, but as a system embedded in the structure of the piece. Different ways of measuring time, such as mechanical cycles, calendars, and lunar phases, are translated into rules that continuously transform the work. The piece does not represent time. It runs on it. Its movement is tied to blockchain time. Even when unseen, it continues to rotate and evolve. When loaded, it synchronizes with the present moment, but it does not begin when it is viewed, and it does not stop when it disappears from the screen. During the residency, I spent hours thinking, sketching, and making connections. Those connections are also visible. Elastic lines, like rubber bands, link elements across the piece, representing how memories connect, how one thought leads to another, and how everything builds over time. These same connections introduce moments where the system attempts to pull itself back, as if trying to regain control. But it never fully resets. It is not a loop. The movement continues, drifting forward, never returning to a fixed state. Visually, the work reveals its own construction. Lines, paths, and rotations expose an internal logic, like looking inside a mechanism. The drawing language recalls diagrams, technical sketches, or the interior of a mechanical watch. It is a system in motion, always active. “Gift of Time” exists because I was given time by Art Blocks, OpenSea, and above all my family. It is my way of saying thank you. It is both a reflection on time and a product of it. April 30 @ 12:00pm ET on Art blocks & OpenSea 1 / 1 / 365 • 0.02 Eth Art Blocks, OpenSea

April 30 • 12:00pm ET Art Blocks + OpenSea “Gift of time” began during my residency in Marfa, Texas, as part of the Art Blocks and OpenSea artist residency program, where a distinct shift in the experience of time became central to the work. In the desert, I felt time move differently. It stretched, slowed, and became something I noticed. After a few days, the rhythm changed. Moments felt longer, attention sharpened, and I became increasingly aware of each moment as it passed. This work comes from that condition. Time is not treated only as a theme, but as a system embedded in the structure of the piece. Different ways of measuring time, such as mechanical cycles, calendars, and lunar phases, are translated into rules that continuously transform the work. The piece does not represent time. It runs on it. Its movement is tied to blockchain time. Even when unseen, it continues to rotate and evolve. When loaded, it synchronizes with the present moment, but it does not begin when it is viewed, and it does not stop when it disappears from the screen. During the residency, I spent hours thinking, sketching, and making connections. Those connections are also visible. Elastic lines, like rubber bands, link elements across the piece, representing how memories connect, how one thought leads to another, and how everything builds over time. These same connections introduce moments where the system attempts to pull itself back, as if trying to regain control. But it never fully resets. It is not a loop. The movement continues, drifting forward, never returning to a fixed state. Visually, the work reveals its own construction. Lines, paths, and rotations expose an internal logic, like looking inside a mechanism. The drawing language recalls diagrams, technical sketches, or the interior of a mechanical watch. It is a system in motion, always active. “Gift of Time” exists because I was given time by Art Blocks, OpenSea, and above all my family. It is my way of saying thank you. It is both a reflection on time and a product of it. April 30 @ 12:00pm ET on Art blocks & OpenSea 1 / 1 / 365 • 0.02 Eth Art Blocks, OpenSea

Manuel Lariño ☔️

21,901 görüntüleme • 4 ay önce