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😱 Humanoid robots just performed surgery on live animals for the first time ever At UC San Diego, two humanoid robots successfully removed gallbladders from pigs. In one procedure, a robot assisted a human surgeon. In the second, two robots operated together at the table. Important note: The robots...

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The world’s first humanoid surgical robot can now be used in operating rooms, guided by surgeons during real procedures. Surgeons at UC San Diego have used humanoid robots to remove gallbladders and perform two additional procedures on pigs, marking a key step toward future human trials.
1:53

The world’s first humanoid surgical robot can now be used in operating rooms, guided by surgeons during real procedures. Surgeons at UC San Diego have used humanoid robots to remove gallbladders and perform two additional procedures on pigs, marking a key step toward future human trials.

ABC News

45,323 просмотров • 4 дней назад

Humanoid and Siemens successfully completed a POC testing humanoid robots in industrial logistics. HMND 01 robot autonomously performed a tote-to-conveyor destacking task during a two-week on-site deployment at the Siemens Electronics Factory in Erlangen. This is the first step in our broader partnership with Siemens as humanoid robots move closer to real-world deployment. Learn more here:
3:07

Humanoid and Siemens successfully completed a POC testing humanoid robots in industrial logistics. HMND 01 robot autonomously performed a tote-to-conveyor destacking task during a two-week on-site deployment at the Siemens Electronics Factory in Erlangen. This is the first step in our broader partnership with Siemens as humanoid robots move closer to real-world deployment. Learn more here:

Humanoid

22,890 просмотров • 6 месяцев назад

Brain-controlled exoskeletons to train humanoid robots! 🧠 Fourier just presented human tele-operators using brain control interfaces and exoskeletal arms to train humanoid robots on home tasks. The brain control interface is the interesting part. Instead of using a controller or joystick to teleoperate, the operator's movements and intentions are captured more naturally through the exoskeleton and BCI. This means the demonstrations are more fluid, more human-like, and better suited for training robots to perform delicate home tasks. Multiple tele-operators are simultaneously generating training data across multiple robots. This is how you build the dataset needed for eventual full autonomy, without waiting years for it to arrive. This might be the bridge between "robots that work in controlled environments" and "robots that work in homes." Not full autonomy right away, but trusted human intelligence operating through a robot body, getting better with every task completed. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:56

Brain-controlled exoskeletons to train humanoid robots! 🧠 Fourier just presented human tele-operators using brain control interfaces and exoskeletal arms to train humanoid robots on home tasks. The brain control interface is the interesting part. Instead of using a controller or joystick to teleoperate, the operator's movements and intentions are captured more naturally through the exoskeleton and BCI. This means the demonstrations are more fluid, more human-like, and better suited for training robots to perform delicate home tasks. Multiple tele-operators are simultaneously generating training data across multiple robots. This is how you build the dataset needed for eventual full autonomy, without waiting years for it to arrive. This might be the bridge between "robots that work in controlled environments" and "robots that work in homes." Not full autonomy right away, but trusted human intelligence operating through a robot body, getting better with every task completed. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

20,898 просмотров • 5 месяцев назад

The First Manufacturer to Mass-Produce 5,000 Humanoid Robots AgiBOT rolled off its 5,000th humanoid robot (a Lingxi X2) today, marking a milestone for both the company and the humanoid robot industry as a whole: a significant step towards large-scale deployment in the real world. AgiBOT co-founder and CTO Peng Zhihui stated in a live said that these 5,000 units include the Yuanzheng series (1742), the Lingxi series (1846), and the Genie series (1412). These humanoid robots will be deployed in various settings, including scientific research, entertainment, shopping malls, factories, and warehouses. This also signals that AgiBOT has the capacity for mass production and is ready to meet future surges in customer demand. Its production partner, LingyiTech, was the main force behind the assembly of AgiBOT's 5,000 humanoid robots this year, and they are planning an automated production line with an annual capacity of 500,000 units. Next year will be a milestone year for humanoid robots, reaching 10,000 units annually. Including Tesla, 1X, UBTECH…
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The First Manufacturer to Mass-Produce 5,000 Humanoid Robots AgiBOT rolled off its 5,000th humanoid robot (a Lingxi X2) today, marking a milestone for both the company and the humanoid robot industry as a whole: a significant step towards large-scale deployment in the real world. AgiBOT co-founder and CTO Peng Zhihui stated in a live said that these 5,000 units include the Yuanzheng series (1742), the Lingxi series (1846), and the Genie series (1412). These humanoid robots will be deployed in various settings, including scientific research, entertainment, shopping malls, factories, and warehouses. This also signals that AgiBOT has the capacity for mass production and is ready to meet future surges in customer demand. Its production partner, LingyiTech, was the main force behind the assembly of AgiBOT's 5,000 humanoid robots this year, and they are planning an automated production line with an annual capacity of 500,000 units. Next year will be a milestone year for humanoid robots, reaching 10,000 units annually. Including Tesla, 1X, UBTECH…

CyberRobo

47,095 просмотров • 7 месяцев назад

Humans are cooked. 😳 China just hosted the world's first robot-led gala show, 60 minutes of humanoid robots performing live on stage. Not a tech demo. Not a 30-second clip from a lab. A full entertainment show during the Chinese Spring Festival with 12 performances including dance, magic, comedy, martial arts, and a fashion runway. The robots did backflips. Let me say that again. The robots. Did. Backflips. AGIBOT G2 humanoid robots and D1 quadruped robots performed in perfectly synchronized formations…. rapid turns, group choreography, runway walks.. transitioning seamlessly between segments for a full hour. But here's what actually blew my mind: In one segment, human dancers performed alongside the robots in coordinated routines. Real-time alignment between human movement and robotic motion. You couldn't tell who was leading. In another, quadruped robots dressed as pandas danced with children on stage. And in the corner? A sign-language translation robot was providing barrier-free access for hearing-impaired viewers. This wasn't entertainment. This was a statement. Some context most people are missing: AGIBOT shipped over 5,000 humanoid robots in 2025. They're ranked #1 globally in humanoid robot shipments. The company was founded by a former Huawei "Genius Youth" engineer just 3 years ago. Three. Years. Meanwhile, Boston Dynamics has been at it for 32 years and still doesn't have a consumer product on the market. China isn't just catching up in robotics. They're lapping us while doing backflips. And the craziest part? You can now rent these same robots for events through their platform, starting at 999 yuan. That's about $140. The future isn't coming. It's performing on stage, doing backflips, and it costs less than your Costco run. AGIBOT #AGIBOT NIGHT #RobotsHumanoides #ArtesMarcialesChinas
1:12

Humans are cooked. 😳 China just hosted the world's first robot-led gala show, 60 minutes of humanoid robots performing live on stage. Not a tech demo. Not a 30-second clip from a lab. A full entertainment show during the Chinese Spring Festival with 12 performances including dance, magic, comedy, martial arts, and a fashion runway. The robots did backflips. Let me say that again. The robots. Did. Backflips. AGIBOT G2 humanoid robots and D1 quadruped robots performed in perfectly synchronized formations…. rapid turns, group choreography, runway walks.. transitioning seamlessly between segments for a full hour. But here's what actually blew my mind: In one segment, human dancers performed alongside the robots in coordinated routines. Real-time alignment between human movement and robotic motion. You couldn't tell who was leading. In another, quadruped robots dressed as pandas danced with children on stage. And in the corner? A sign-language translation robot was providing barrier-free access for hearing-impaired viewers. This wasn't entertainment. This was a statement. Some context most people are missing: AGIBOT shipped over 5,000 humanoid robots in 2025. They're ranked #1 globally in humanoid robot shipments. The company was founded by a former Huawei "Genius Youth" engineer just 3 years ago. Three. Years. Meanwhile, Boston Dynamics has been at it for 32 years and still doesn't have a consumer product on the market. China isn't just catching up in robotics. They're lapping us while doing backflips. And the craziest part? You can now rent these same robots for events through their platform, starting at 999 yuan. That's about $140. The future isn't coming. It's performing on stage, doing backflips, and it costs less than your Costco run. AGIBOT #AGIBOT NIGHT #RobotsHumanoides #ArtesMarcialesChinas

Shruti

104,721 просмотров • 5 месяцев назад

Elon Musk envisions a future where everyone gets access to the world's best surgeons—because Tesla's Optimus robots will deliver superhuman precision for any medical procedure, even ones too complex for humans. "Imagine a world where everyone has access to the best surgeons, literally everyone... Optimus will have the level of precision that is frankly superhuman... and that will be available to anyone." Money can't scale top doctors—they're rare. But robots? Built in factories at scale. From scarcity to abundance: Could humanoid robots truly end healthcare inequality? Would you trust an Optimus robot for surgery if it outperformed humans? Or is the human touch irreplaceable? What's your take on this bold vision? Drop thoughts below.
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Elon Musk envisions a future where everyone gets access to the world's best surgeons—because Tesla's Optimus robots will deliver superhuman precision for any medical procedure, even ones too complex for humans. "Imagine a world where everyone has access to the best surgeons, literally everyone... Optimus will have the level of precision that is frankly superhuman... and that will be available to anyone." Money can't scale top doctors—they're rare. But robots? Built in factories at scale. From scarcity to abundance: Could humanoid robots truly end healthcare inequality? Would you trust an Optimus robot for surgery if it outperformed humans? Or is the human touch irreplaceable? What's your take on this bold vision? Drop thoughts below.

Camus

11,255 просмотров • 4 месяцев назад

🇺🇸RETURN ROBOTS TAKE OVER IN PENNSYLVANIA: HUMANS, KEEP YOUR DISTANCE At Happy Returns’ Pennsylvania warehouse, over 150 autonomous robots are zipping, spinning, and sorting at high speed—processing returns in minutes without a single human touch. Dubbed the "dance floor," the system is so fast and precise that what once took a month now happens in just 30 minutes. But there’s a catch: these robots don’t stop for people. Step in their way, and you might get hurt. Source: WGAL
2:12

🇺🇸RETURN ROBOTS TAKE OVER IN PENNSYLVANIA: HUMANS, KEEP YOUR DISTANCE At Happy Returns’ Pennsylvania warehouse, over 150 autonomous robots are zipping, spinning, and sorting at high speed—processing returns in minutes without a single human touch. Dubbed the "dance floor," the system is so fast and precise that what once took a month now happens in just 30 minutes. But there’s a catch: these robots don’t stop for people. Step in their way, and you might get hurt. Source: WGAL

Mario Nawfal

82,757 просмотров • 1 год назад

Robots moving railcars! 🚃 Did you know that KUKA is also in the mobile robots business? Yes, you heard that right. And not just any robots. Robots that carry up to 56 tons! 🏋🏼 The railcar production process is highly complex, particularly when moving massive cars sideways within a plant. This challenge has been addressed at the Siemens facility in Germany using the OmniMove system from KUKA. The system allows for precise positioning, enabling the units to lift, move, and lower railcars with remarkable accuracy. With Mecanum wheels, the OmniMove units can move seamlessly in any direction, making the process incredibly efficient. Together, these units are capable of lifting up to 56 tons, streamlining heavy railcar production. This one is clearly tele-operated, but just looking at it makes me feel safer when I see a human in the loop. What a great use case for mobile robots! 😮‍💨 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:38

Robots moving railcars! 🚃 Did you know that KUKA is also in the mobile robots business? Yes, you heard that right. And not just any robots. Robots that carry up to 56 tons! 🏋🏼 The railcar production process is highly complex, particularly when moving massive cars sideways within a plant. This challenge has been addressed at the Siemens facility in Germany using the OmniMove system from KUKA. The system allows for precise positioning, enabling the units to lift, move, and lower railcars with remarkable accuracy. With Mecanum wheels, the OmniMove units can move seamlessly in any direction, making the process incredibly efficient. Together, these units are capable of lifting up to 56 tons, streamlining heavy railcar production. This one is clearly tele-operated, but just looking at it makes me feel safer when I see a human in the loop. What a great use case for mobile robots! 😮‍💨 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

19,148 просмотров • 13 дней назад

Could humanoid robots replace people on the battlefield? Compared with risking human lives — and with all the political backlash and risks of stress-induced war crimes and trauma — humanoid soldiers offer a more resilient, restrained, and precise alternative. Robots do not suffer from fatigue or fear and can operate continuously in extreme conditions while immune from radiation, chemicals, or biological agents. But the counterargument is chilling: humanoid soldiers have lower political and ethical barriers to initiating conflict, blur responsibility for any abuses, and further dehumanize warfare. In the latest episode of AI, Explained by Humans, TIME editor-at-large Charlie Campbell visited a company making these robots to see the war technology they're selling to governments around the world and interviewed experts on the potential implications. Read the full story here:
1:39

Could humanoid robots replace people on the battlefield? Compared with risking human lives — and with all the political backlash and risks of stress-induced war crimes and trauma — humanoid soldiers offer a more resilient, restrained, and precise alternative. Robots do not suffer from fatigue or fear and can operate continuously in extreme conditions while immune from radiation, chemicals, or biological agents. But the counterargument is chilling: humanoid soldiers have lower political and ethical barriers to initiating conflict, blur responsibility for any abuses, and further dehumanize warfare. In the latest episode of AI, Explained by Humans, TIME editor-at-large Charlie Campbell visited a company making these robots to see the war technology they're selling to governments around the world and interviewed experts on the potential implications. Read the full story here:

TIME

12,152 просмотров • 3 месяцев назад

🚨 Apple joins the robotics race! Researchers from Carnegie Mellon University and Apple have developed a robot collision avoidance system. They called it ARMOR and they implemented it on the Fourier GR-1 robot. What is ARMOR? 👘 ARMOR is a system that helps humanoid robots "see" their surroundings better by using small, smart depth sensors placed on their arms. It solves the problem of blind spots and occlusions in traditional robot perception, making robots much safer and more efficient. It uses Time-of-Flight (ToF) sensors to detect obstacles, providing a near-complete view of the robot’s environment. 🔭 A smart software powered by transformer-based AI learns from human movements to help robots plan their actions dynamically. ARMOR reduces collisions by an impressive 63.7%, making robots significantly better at navigating crowded or complex spaces. The system is fast as well! 💨 ARMOR-Policy cuts computational time by 26× compared to traditional planning methods, ensuring robots can act quickly. P.S. Thoughts on this? The research paper is in the comments! ~~~ ♻️ RT to help 1 robot find a new workplace.
1:31

🚨 Apple joins the robotics race! Researchers from Carnegie Mellon University and Apple have developed a robot collision avoidance system. They called it ARMOR and they implemented it on the Fourier GR-1 robot. What is ARMOR? 👘 ARMOR is a system that helps humanoid robots "see" their surroundings better by using small, smart depth sensors placed on their arms. It solves the problem of blind spots and occlusions in traditional robot perception, making robots much safer and more efficient. It uses Time-of-Flight (ToF) sensors to detect obstacles, providing a near-complete view of the robot’s environment. 🔭 A smart software powered by transformer-based AI learns from human movements to help robots plan their actions dynamically. ARMOR reduces collisions by an impressive 63.7%, making robots significantly better at navigating crowded or complex spaces. The system is fast as well! 💨 ARMOR-Policy cuts computational time by 26× compared to traditional planning methods, ensuring robots can act quickly. P.S. Thoughts on this? The research paper is in the comments! ~~~ ♻️ RT to help 1 robot find a new workplace.

Lukas Ziegler

169,472 просмотров • 1 год назад

Here is a human assembling a BMW engine by hand. Hundreds of components. Micron tolerances. Dozens of hours. So what's better here—a human or a robot❓ 🤖 Robots win at: - Repeatability. Same torque, same angle, every time. - Speed on defined tasks. Honda automates piston installation at 9,000/day. - No fatigue. Shift 47 is identical to shift 1. 👨‍🏭 Humans win at: - Feeling what they can't see. Half of engine assembly is blind. - Force intuition. Knowing "seated" from "about to crack." - Compliant manipulation. That instinctive wiggle to get a part to drop in. - Handling variance. Mercedes pulled robots off the S-Class line because they couldn't adapt to option variability. - Deformables. Wiring harnesses, gaskets, hoses—nothing predictable. - Recovery. When something's wrong, humans adapt. Robots halt. ✅ Right now, the answer is both. Robots handle the repetitive subassemblies. Humans handle everything that requires judgment, feeling, and adaptation. The day a humanoid can do this end-to-end is the day manipulation is solved.
2:05

Here is a human assembling a BMW engine by hand. Hundreds of components. Micron tolerances. Dozens of hours. So what's better here—a human or a robot❓ 🤖 Robots win at: - Repeatability. Same torque, same angle, every time. - Speed on defined tasks. Honda automates piston installation at 9,000/day. - No fatigue. Shift 47 is identical to shift 1. 👨‍🏭 Humans win at: - Feeling what they can't see. Half of engine assembly is blind. - Force intuition. Knowing "seated" from "about to crack." - Compliant manipulation. That instinctive wiggle to get a part to drop in. - Handling variance. Mercedes pulled robots off the S-Class line because they couldn't adapt to option variability. - Deformables. Wiring harnesses, gaskets, hoses—nothing predictable. - Recovery. When something's wrong, humans adapt. Robots halt. ✅ Right now, the answer is both. Robots handle the repetitive subassemblies. Humans handle everything that requires judgment, feeling, and adaptation. The day a humanoid can do this end-to-end is the day manipulation is solved.

Jack 🤖

379,855 просмотров • 7 месяцев назад

Japan Airlines has unveiled a humanoid robot trial at Tokyo’s Haneda Airport to test baggage handling and aircraft cabin cleaning to address Japan’s growing labor shortages caused by an aging population, shrinking workforce, and booming tourism demand. Starting next month, they will conduct mid-to-long-term phased verifications with these Unitree robots. Initially, operations at airport sites will be visualized and analyzed to identify areas where humanoid robots can operate safely. After that, repeated operational verifications simulating actual airport environments will be conducted, with the ultimate goal of establishing a sustainable operational structure through labor savings and reducing workload by having humanoid robots complement human tasks. The trial will last about two years. What a time to be alive that we are now seeing humanoid robot trials like this. Buckle up y'all, humanoid robots are going to start doing a lot of things us humans used to do.
1:02

Japan Airlines has unveiled a humanoid robot trial at Tokyo’s Haneda Airport to test baggage handling and aircraft cabin cleaning to address Japan’s growing labor shortages caused by an aging population, shrinking workforce, and booming tourism demand. Starting next month, they will conduct mid-to-long-term phased verifications with these Unitree robots. Initially, operations at airport sites will be visualized and analyzed to identify areas where humanoid robots can operate safely. After that, repeated operational verifications simulating actual airport environments will be conducted, with the ultimate goal of establishing a sustainable operational structure through labor savings and reducing workload by having humanoid robots complement human tasks. The trial will last about two years. What a time to be alive that we are now seeing humanoid robot trials like this. Buckle up y'all, humanoid robots are going to start doing a lot of things us humans used to do.

Sawyer Merritt

109,076 просмотров • 2 месяцев назад

Humanoid Robots Get a Soul: Inside AheadForm's Empathy Engine Newcomer AheadForm just secured two funding rounds in three months, highlighting strong investor confidence in their unique approach to humanoid robots. Founded by a Columbia University Ph.D. Hu Yuhang, the company is betting that the key to mainstream adoption isn't just function, but empathy. They’ve built their tech on three core pillars: ► Autonomous Learning: Robots can learn and adapt on their own through "mirror self-perception" and self-modeling. ► Emotional Foundation Model: A model that processes multimodal data to give robots the ability to understand and respond with natural empathy. ► Bionic Face Hardware: A self-developed, highly realistic face designed to cross the "uncanny valley" and spark genuine human connection. Their core product, the Emo robot, is a bionic platform with real-time expression feedback. AheadForm believes this "Humanoid Empathy Value" is the key to commercial success, starting with applications in brand stores and theme parks. Internal testing is set to begin later this year. They also just announced a new humanoid model, the "Elf·Xuan," a new milestone for their "Elf Project," which began in 2024 to turn virtual inspiration into a physical bionic robot.
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Humanoid Robots Get a Soul: Inside AheadForm's Empathy Engine Newcomer AheadForm just secured two funding rounds in three months, highlighting strong investor confidence in their unique approach to humanoid robots. Founded by a Columbia University Ph.D. Hu Yuhang, the company is betting that the key to mainstream adoption isn't just function, but empathy. They’ve built their tech on three core pillars: ► Autonomous Learning: Robots can learn and adapt on their own through "mirror self-perception" and self-modeling. ► Emotional Foundation Model: A model that processes multimodal data to give robots the ability to understand and respond with natural empathy. ► Bionic Face Hardware: A self-developed, highly realistic face designed to cross the "uncanny valley" and spark genuine human connection. Their core product, the Emo robot, is a bionic platform with real-time expression feedback. AheadForm believes this "Humanoid Empathy Value" is the key to commercial success, starting with applications in brand stores and theme parks. Internal testing is set to begin later this year. They also just announced a new humanoid model, the "Elf·Xuan," a new milestone for their "Elf Project," which began in 2024 to turn virtual inspiration into a physical bionic robot.

RoboHub🤖

66,450 просмотров • 10 месяцев назад

A cute humanoid robot from NYC Fauna Robotics has released a humanoid robot called Sprout, which is approximately 1 meter tall, lightweight, quiet, and features no dangerous edges and soft skin. Its appearance and interactions are designed to be "approachable," like a social companion. It is currently offered as a general-purpose robotics platform for developers, providing basic movement, perception, navigation, and expression capabilities, allowing real-world use cases to emerge within the community. Many humanoid robots are born in factories and warehouses, but Fauna Robotics aims to bring humanoid robots back into human living spaces. Fauna believes that if humanoid robots are to become as ubiquitous as computers and mobile phones in the future, the starting point must be a safe, friendly form suitable for homes, schools, and offices. Sprout is their first step in this direction.
1:01

A cute humanoid robot from NYC Fauna Robotics has released a humanoid robot called Sprout, which is approximately 1 meter tall, lightweight, quiet, and features no dangerous edges and soft skin. Its appearance and interactions are designed to be "approachable," like a social companion. It is currently offered as a general-purpose robotics platform for developers, providing basic movement, perception, navigation, and expression capabilities, allowing real-world use cases to emerge within the community. Many humanoid robots are born in factories and warehouses, but Fauna Robotics aims to bring humanoid robots back into human living spaces. Fauna believes that if humanoid robots are to become as ubiquitous as computers and mobile phones in the future, the starting point must be a safe, friendly form suitable for homes, schools, and offices. Sprout is their first step in this direction.

CyberRobo

18,549 просмотров • 5 месяцев назад

Beijing E-Town Humanoid Robot Half-Marathon is tomorrow, April 19, 2026. - Bipedal only - “We are not a car!” - Over 300 humanoid robots from 76+ teams (nearly 5× last year) - ~40% will run fully autonomous - Height limit: 2 ft 6 in – 5 ft 11 in Key Rules - 20% penalty added to finish time (×1.2), if not autonomous - Time penalties for battery swaps or full robot replacements The event runs on the same 21.1 km (13.1 miles) course as the human half-marathon, with humans and robots separated by barriers. Gimpse of practice runs:
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Beijing E-Town Humanoid Robot Half-Marathon is tomorrow, April 19, 2026. - Bipedal only - “We are not a car!” - Over 300 humanoid robots from 76+ teams (nearly 5× last year) - ~40% will run fully autonomous - Height limit: 2 ft 6 in – 5 ft 11 in Key Rules - 20% penalty added to finish time (×1.2), if not autonomous - Time penalties for battery swaps or full robot replacements The event runs on the same 21.1 km (13.1 miles) course as the human half-marathon, with humans and robots separated by barriers. Gimpse of practice runs:

The Humanoid Hub

67,952 просмотров • 2 месяцев назад

Twitter boi, do you want to see a humanoid AI lab from the inside? Well I do ;) Join me to visit Flexion Robotics A world-leading lab building the AI brains for humanoids – in Zurich, one of the best hubs for Physical AI. Their goal? Build the Android of robotics. One operating system that works on any humanoid hardware. It is crazy what their robots can do. We pushed a robot on the stairs. It didn't care. They left one in a rainy forest it was never trained on. Chilled and hiked there. And because they let robots train on their own, from zero through reinforcement learning, the robots do odd inhuman things. Eg they stand up from the ground in ways no human ever would. If their humanoid brain works, this will be industry defining. This is why Flexion is one of Europe's Most Ambitious Startups. 🇪🇺🔥 0:00 Intro 0:38 Inside a Lab with 14 Humanoids 2:17 What’s Actually Inside a Humanoid? 4:43 The Robot Navigates on Its Own 6:31 Why Grasping Is So Hard 7:01 Stairs, Pushes, and Balance Tests 7:55 Training 4,000 Robots in Parallel 10:50 Teleoperation vs Reinforcement Learning 14:35 The Case for Humanoids 15:55 Why Europe Could Win Robotics Please like & RT 🙏
18:51

Twitter boi, do you want to see a humanoid AI lab from the inside? Well I do ;) Join me to visit Flexion Robotics A world-leading lab building the AI brains for humanoids – in Zurich, one of the best hubs for Physical AI. Their goal? Build the Android of robotics. One operating system that works on any humanoid hardware. It is crazy what their robots can do. We pushed a robot on the stairs. It didn't care. They left one in a rainy forest it was never trained on. Chilled and hiked there. And because they let robots train on their own, from zero through reinforcement learning, the robots do odd inhuman things. Eg they stand up from the ground in ways no human ever would. If their humanoid brain works, this will be industry defining. This is why Flexion is one of Europe's Most Ambitious Startups. 🇪🇺🔥 0:00 Intro 0:38 Inside a Lab with 14 Humanoids 2:17 What’s Actually Inside a Humanoid? 4:43 The Robot Navigates on Its Own 6:31 Why Grasping Is So Hard 7:01 Stairs, Pushes, and Balance Tests 7:55 Training 4,000 Robots in Parallel 10:50 Teleoperation vs Reinforcement Learning 14:35 The Case for Humanoids 15:55 Why Europe Could Win Robotics Please like & RT 🙏

Andreas Klinger 🦾

14,491 просмотров • 3 месяцев назад

Elon Musk in new interview on how Tesla’s Optimus robot will learn more quickly: "What we're going to need to do is build a lot of robots and put them in a kind of like a "Optimus Academy" so they can do self-play in reality. We're actually building that out. We're gonna have at least 10,000 Optimus robots, maybe 20,000 or 30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator. A physics-accurate reality generator that we made for the cars. We'll do the same things for the robots, and actually have done that for the robots. You can do millions of simulated robots in a simulated world, and you use the tens of thousands in the real world to close the simulation to reality gap.”
0:59

Elon Musk in new interview on how Tesla’s Optimus robot will learn more quickly: "What we're going to need to do is build a lot of robots and put them in a kind of like a "Optimus Academy" so they can do self-play in reality. We're actually building that out. We're gonna have at least 10,000 Optimus robots, maybe 20,000 or 30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator. A physics-accurate reality generator that we made for the cars. We'll do the same things for the robots, and actually have done that for the robots. You can do millions of simulated robots in a simulated world, and you use the tens of thousands in the real world to close the simulation to reality gap.”

Sawyer Merritt

250,956 просмотров • 5 месяцев назад