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Boston Dynamics’ Spot Masters Whole-Body Manipulation — Using AI to Drag, Roll, and Stack 15 kg Tires with Precision by RAI Institute #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology

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Ronald van Loon

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39,538 görüntüleme • 6 ay önce •via X (Twitter)

Bilim & Teknoloji#Robotics#Engineering#ArtificialIntelligence#Innovation#Technology
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Boston Dynamics' Atlas showcases reinforcement learning policies trained using a motion capture suit, developed in partnership with RAI Institute. Both Boston Dynamics and RAI Institute are owned by Hyundai Group.
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Boston Dynamics' Atlas showcases reinforcement learning policies trained using a motion capture suit, developed in partnership with RAI Institute. Both Boston Dynamics and RAI Institute are owned by Hyundai Group.

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Boston Dynamics recently showcased Atlas performing a powerful backflip with remarkable precision. The robot landed cleanly on its toes and immediately launched into a second backflip. This advanced capability is powered by a whole-body learning system developed by the RAI Institute and deployed by Boston Dynamics.
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Boston Dynamics recently showcased Atlas performing a powerful backflip with remarkable precision. The robot landed cleanly on its toes and immediately launched into a second backflip. This advanced capability is powered by a whole-body learning system developed by the RAI Institute and deployed by Boston Dynamics.

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The first-gen electric Atlas performs a perfect round-off backflip, thanks to a whole-body learning framework from the RAI Institute. This framework enables both high-level athleticism and a natural gait. Both Boston Dynamics and the RAI Institute are owned by Hyundai Motor Group.
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The first-gen electric Atlas performs a perfect round-off backflip, thanks to a whole-body learning framework from the RAI Institute. This framework enables both high-level athleticism and a natural gait. Both Boston Dynamics and the RAI Institute are owned by Hyundai Motor Group.

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Whole-body Large Behavior Model diffusion policy from Boston Dynamics and TRI. Most advanced mobile-manipulation demo with error recovery I've seen to date.
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Whole-body Large Behavior Model diffusion policy from Boston Dynamics and TRI. Most advanced mobile-manipulation demo with error recovery I've seen to date.

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Boston Dynamics has shared a new video of its humanoid robot, Atlas. "Our engineers made one final push to test the limits of full-body control and mobility, with help from the RAI Institute."
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Boston Dynamics has shared a new video of its humanoid robot, Atlas. "Our engineers made one final push to test the limits of full-body control and mobility, with help from the RAI Institute."

Sawyer Merritt

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Atlas can perform a backflip combo like a gymnast and also walk naturally across a stage. These very different movements are enabled by the whole-body learning framework developed by the RAI Institute and deployed by Boston Dynamics. We’re getting closer to robust, generalist humanoid behaviors that transfer zero-shot from simulation to physical performance:
0:56

Atlas can perform a backflip combo like a gymnast and also walk naturally across a stage. These very different movements are enabled by the whole-body learning framework developed by the RAI Institute and deployed by Boston Dynamics. We’re getting closer to robust, generalist humanoid behaviors that transfer zero-shot from simulation to physical performance:

RAI Institute

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OpenMind App Store Partner: LimX Dynamics LimX Dynamics is an embodied intelligent robotics company driving the innovation of full-size general-purpose humanoid robots. LimX is committed to disruptive technology in Embodied AI with the mission to unlock AGI in real world, focusing on three core technologies: hardware design and manufacturing, RL-based motion control, and embodied AI development paradigms.
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OpenMind App Store Partner: LimX Dynamics LimX Dynamics is an embodied intelligent robotics company driving the innovation of full-size general-purpose humanoid robots. LimX is committed to disruptive technology in Embodied AI with the mission to unlock AGI in real world, focusing on three core technologies: hardware design and manufacturing, RL-based motion control, and embodied AI development paradigms.

OpenMind

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The AMO (Adaptive Motion Optimization) project, developed by researchers at UC San Diego, introduces a novel framework for enhancing the dexterity and adaptability of humanoid robots. This system integrates simulation-to-real reinforcement learning with trajectory optimization to achieve real-time, adaptive whole-body control Video Credit: USD #engineering #technology #robotics #robots
1:39

The AMO (Adaptive Motion Optimization) project, developed by researchers at UC San Diego, introduces a novel framework for enhancing the dexterity and adaptability of humanoid robots. This system integrates simulation-to-real reinforcement learning with trajectory optimization to achieve real-time, adaptive whole-body control Video Credit: USD #engineering #technology #robotics #robots

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🚨 BREAKING: Hyundai Worldwide to deploy tens of thousands of robots! Hyundai is scaling up its robotics strategy with a major investment in Boston Dynamics ' robotic platforms. The company plans to deploy tens of thousands of units — including the Atlas humanoid, Spot quadruped, and Stretch trailer-unloading robots—across its manufacturing and logistics operations in the coming years. Spot is already in use at Hyundai’s facilities, performing industrial inspection and predictive maintenance tasks. Atlas, Boston Dynamics’ bipedal robot, is next in line for factory deployment, aimed at addressing physically demanding and repetitive jobs. Beyond deployment, Hyundai will support Boston Dynamics’ growth by integrating the automaker’s manufacturing capabilities to boost robot production. The move is part of Hyundai’s broader ambition to lead in robotics and “physical AI”. That's so cool to see the scale-up phase with humanoids. Looking forward to seeing Atlas live in Boston this month. 🔥
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🚨 BREAKING: Hyundai Worldwide to deploy tens of thousands of robots! Hyundai is scaling up its robotics strategy with a major investment in Boston Dynamics ' robotic platforms. The company plans to deploy tens of thousands of units — including the Atlas humanoid, Spot quadruped, and Stretch trailer-unloading robots—across its manufacturing and logistics operations in the coming years. Spot is already in use at Hyundai’s facilities, performing industrial inspection and predictive maintenance tasks. Atlas, Boston Dynamics’ bipedal robot, is next in line for factory deployment, aimed at addressing physically demanding and repetitive jobs. Beyond deployment, Hyundai will support Boston Dynamics’ growth by integrating the automaker’s manufacturing capabilities to boost robot production. The move is part of Hyundai’s broader ambition to lead in robotics and “physical AI”. That's so cool to see the scale-up phase with humanoids. Looking forward to seeing Atlas live in Boston this month. 🔥

Lukas Ziegler

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Here's my conversation with Marc Raibert, founder and long-time CEO of Boston Dynamics, and head of their new AI Institute, all about the history and future of robotics. It's here on X in full, and is up on YouTube, Spotify, and everywhere else. Links in comment. Timestamps: 0:00 - Introduction 1:43 - Early robots 6:47 - Legged robots 25:27 - Boston Dynamics 28:45 - BigDog 36:52 - Hydraulic actuation 38:44 - Natural movement 44:31 - Leg Lab 51:23 - AI Institute 54:41 - Athletic intelligence 1:02:35 - Building a team 1:05:37 - Videos 1:13:25 - Engineering 1:16:53 - Dancing robots 1:21:40 - Hiring 1:25:32 - Optimus robot 1:34:02 - Future of robotics 1:38:56 - Advice for young people
1:43:38

Here's my conversation with Marc Raibert, founder and long-time CEO of Boston Dynamics, and head of their new AI Institute, all about the history and future of robotics. It's here on X in full, and is up on YouTube, Spotify, and everywhere else. Links in comment. Timestamps: 0:00 - Introduction 1:43 - Early robots 6:47 - Legged robots 25:27 - Boston Dynamics 28:45 - BigDog 36:52 - Hydraulic actuation 38:44 - Natural movement 44:31 - Leg Lab 51:23 - AI Institute 54:41 - Athletic intelligence 1:02:35 - Building a team 1:05:37 - Videos 1:13:25 - Engineering 1:16:53 - Dancing robots 1:21:40 - Hiring 1:25:32 - Optimus robot 1:34:02 - Future of robotics 1:38:56 - Advice for young people

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Physics AI 🌊 Jensen just unveiled the NVIDIA Isaac GR00T Reference Humanoid Robot at GTC Taipei--the world’s first open-source humanoid robot reference design Built on Jetson Thor edge computing and the Isaac GR00T open platform, it features a Unitree H2 Plus body with Sharpa five-finger dexterous hands and 75 degrees of freedom. Even before Physical AI truly explodes, NVIDIA has built a complete end-to-end full-stack infrastructure: >chips (Jetson Thor + Blackwell), >synthetic data (GR00T-Dreams), >world models (Cosmos), >foundation models (GR00T N-series VLA), >high-fidelity simulation platforms (Isaac Sim + Isaac Lab + Omniverse). Dozens of humanoid robot companies ,including Agility Robotics, Aglie robotics,Boston Dynamics, Figure, 1X, NEURA Robotics, XPENG Robotics, and more are already running large-scale daily simulation training on this platform, rapidly iterating perception, reasoning, and actions in virtual environments, speeding up the jump from lab prototypes to real factory deployment. By providing an open reference design and full-stack tools, NVIDIA has dramatically lowered the barrier, letting every robotics team join the Physical AI wave with low cost and high efficiency.
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Physics AI 🌊 Jensen just unveiled the NVIDIA Isaac GR00T Reference Humanoid Robot at GTC Taipei--the world’s first open-source humanoid robot reference design Built on Jetson Thor edge computing and the Isaac GR00T open platform, it features a Unitree H2 Plus body with Sharpa five-finger dexterous hands and 75 degrees of freedom. Even before Physical AI truly explodes, NVIDIA has built a complete end-to-end full-stack infrastructure: >chips (Jetson Thor + Blackwell), >synthetic data (GR00T-Dreams), >world models (Cosmos), >foundation models (GR00T N-series VLA), >high-fidelity simulation platforms (Isaac Sim + Isaac Lab + Omniverse). Dozens of humanoid robot companies ,including Agility Robotics, Aglie robotics,Boston Dynamics, Figure, 1X, NEURA Robotics, XPENG Robotics, and more are already running large-scale daily simulation training on this platform, rapidly iterating perception, reasoning, and actions in virtual environments, speeding up the jump from lab prototypes to real factory deployment. By providing an open reference design and full-stack tools, NVIDIA has dramatically lowered the barrier, letting every robotics team join the Physical AI wave with low cost and high efficiency.

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1:25

🎾Your humanoid tennis player is here!🤖 Introducing LATENT (Learning Athletic Humanoid Tennis Skills from Imperfect Human Motion Data) — the world’s first real-time whole-body planning and control algorithm for athletic humanoid tennis. For the first time, a humanoid robot can sustain high-dynamic, long-horizon tennis rallies with millisecond-level reactions, precise ball striking, and natural whole-body motion. This marks a leap from mechanical motion imitation to intelligent, decision-driven athletic interaction. #Galbot #Robotics #Innovation #AI #Technology #Humanoid

Galbot

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Biel was diagnosed with tunnel vision but there was nothing available to help him - so his parents stepped up. See how they used AI and 3D vision to create smart glasses and envision their son’s independence 👓 #NaturesBuildingBlocks European Institute of Innovation & Technology #Ad paid & presented by EIT Health
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Biel was diagnosed with tunnel vision but there was nothing available to help him - so his parents stepped up. See how they used AI and 3D vision to create smart glasses and envision their son’s independence 👓 #NaturesBuildingBlocks European Institute of Innovation & Technology #Ad paid & presented by EIT Health

BBC StoryWorks

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The Fluid Aerodynamics Behind The Mercedes-AMG GT With Wind Tunnel Test Aerodynamic precision remains a core pillar of elite automotive development, a reality clearly demonstrated by the Mercedes-AMG GT during intensive wind tunnel testing. The management of fluid dynamics dictates how high-performance cars interact with extreme atmospheric forces, balancing drag reduction with high-speed stability. Through advanced design innovation and engineering technology, the vehicle utilize precise airflow manipulation to maximize downforce across its bodywork. This meticulous execution of physics ensures optimal surface adhesion and handling limits, setting a benchmark for modern car culture and performance-driven design that resonates deeply with dedicated car enthusiasts. Beneath the structurally optimized exterior lies a powertrain engineered for uncompromising durability and long-term reliability. True mechanical excellence demands an intricate understanding of diverse engine architectures-whether managing the raw torque and massive horsepower of a signature V8, the complex packaging of a W16, or the unique high-revving thermal dynamics of a Rotary system. By subjecting the chassis to rigorous wind tunnel simulation, German engineering ensures the platform sustains structural integrity under immense performance loads. For those focused on the technical realities of precision tuning and automotive development, this baseline integration of physics and mechanical power represents the definitive future of engineering excellence.
0:35

The Fluid Aerodynamics Behind The Mercedes-AMG GT With Wind Tunnel Test Aerodynamic precision remains a core pillar of elite automotive development, a reality clearly demonstrated by the Mercedes-AMG GT during intensive wind tunnel testing. The management of fluid dynamics dictates how high-performance cars interact with extreme atmospheric forces, balancing drag reduction with high-speed stability. Through advanced design innovation and engineering technology, the vehicle utilize precise airflow manipulation to maximize downforce across its bodywork. This meticulous execution of physics ensures optimal surface adhesion and handling limits, setting a benchmark for modern car culture and performance-driven design that resonates deeply with dedicated car enthusiasts. Beneath the structurally optimized exterior lies a powertrain engineered for uncompromising durability and long-term reliability. True mechanical excellence demands an intricate understanding of diverse engine architectures-whether managing the raw torque and massive horsepower of a signature V8, the complex packaging of a W16, or the unique high-revving thermal dynamics of a Rotary system. By subjecting the chassis to rigorous wind tunnel simulation, German engineering ensures the platform sustains structural integrity under immense performance loads. For those focused on the technical realities of precision tuning and automotive development, this baseline integration of physics and mechanical power represents the definitive future of engineering excellence.

Mechanical Knowledge

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Changing a light bulb with a robot! 💡 Researchers at the Korea Institute of Machinery & Materials developed a gripper that can handle complex manipulation tasks like bulb and bolt installation. It has three fingers with nine degrees of freedom (9 DoF), allowing precise control. Each finger moves using a special linkage system that enables flexible motion. The gripper can grasp objects of different shapes and adjust their positions accurately. Tests showed that it can lift up to 12 kg and apply a fingertip force of 40 N with high precision. Complex manipulation can be handled by robots! 🦾
2:45

Changing a light bulb with a robot! 💡 Researchers at the Korea Institute of Machinery & Materials developed a gripper that can handle complex manipulation tasks like bulb and bolt installation. It has three fingers with nine degrees of freedom (9 DoF), allowing precise control. Each finger moves using a special linkage system that enables flexible motion. The gripper can grasp objects of different shapes and adjust their positions accurately. Tests showed that it can lift up to 12 kg and apply a fingertip force of 40 N with high precision. Complex manipulation can be handled by robots! 🦾

Lukas Ziegler

27,548 görüntüleme • 1 yıl önce

RailScan Multi-Function Robot: Railway Surface Inspection The RailScan robot is designed for track inspection, using a self-moving platform and precise sensors to quickly detect track defects. It assists track inspectors with nighttime inspections, addressing challenges in traditional manual inspections such as heavy workload, missed detections, and difficult tasks. The robot helps reduce inspection costs, improve efficiency, and enhance safety by identifying potential hazards in the rail track. Video source: Shenhao Robotics #robotics #inspection #RailwayRobot #technology #engineering #stem #innovation #robots #automation ----------------------- Wanna get your company on Wevolver too? Learn how:
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RailScan Multi-Function Robot: Railway Surface Inspection The RailScan robot is designed for track inspection, using a self-moving platform and precise sensors to quickly detect track defects. It assists track inspectors with nighttime inspections, addressing challenges in traditional manual inspections such as heavy workload, missed detections, and difficult tasks. The robot helps reduce inspection costs, improve efficiency, and enhance safety by identifying potential hazards in the rail track. Video source: Shenhao Robotics #robotics #inspection #RailwayRobot #technology #engineering #stem #innovation #robots #automation ----------------------- Wanna get your company on Wevolver too? Learn how:

Wevolver

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China just turned the night sky into a masterpiece of precision and intelligence. 🌌 What struck me most about this is how seamlessly innovation turns into art. A drone show in Chongqing just broke the Guinness World Record with 11,787 synchronized drones, creating breathtaking 3D animations that looked closer to CGI than real life. No human pilots. No delays. No crashes. Every movement guided by AI and GPS, choreographed with perfect timing. To me, this is far more than a light show. It’s a glimpse into how technology, creativity, and coordination can merge to shape a new era of expression and innovation. When intelligence takes flight, it doesn’t just illuminate the sky — it redefines what’s possible. Could this be the moment where technology begins to turn the world itself into its stage? #AI #Innovation #Technology #Drones #Automation #Creativity #China #Engineering #FutureOfWork #DigitalArt Credits: longliveai
1:04

China just turned the night sky into a masterpiece of precision and intelligence. 🌌 What struck me most about this is how seamlessly innovation turns into art. A drone show in Chongqing just broke the Guinness World Record with 11,787 synchronized drones, creating breathtaking 3D animations that looked closer to CGI than real life. No human pilots. No delays. No crashes. Every movement guided by AI and GPS, choreographed with perfect timing. To me, this is far more than a light show. It’s a glimpse into how technology, creativity, and coordination can merge to shape a new era of expression and innovation. When intelligence takes flight, it doesn’t just illuminate the sky — it redefines what’s possible. Could this be the moment where technology begins to turn the world itself into its stage? #AI #Innovation #Technology #Drones #Automation #Creativity #China #Engineering #FutureOfWork #DigitalArt Credits: longliveai

Pascal Bornet

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