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🐟This isn’t a real fish, it’s a robot! China’s Navy unveiled its cutting-edge bionic fish robot during an open day event. Equipped with head-mounted sonar, it can monitor underwater surroundings in real time.

Li Zexin 李泽欣

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40,398 görüntüleme • 3 ay önce •via X (Twitter)

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It’s also possible in China to get yin-yang fish: a fish whose body is deep fried while it’s head is protected. “Speed is the key — when you prepare the fish, you can’t hurt its internal organs, so when you serve it, it can stay alive for at least half an hour,”

It’s also possible in China to get yin-yang fish: a fish whose body is deep fried while it’s head is protected. “Speed is the key — when you prepare the fish, you can’t hurt its internal organs, so when you serve it, it can stay alive for at least half an hour,”

Songpinganq

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It’s also possible in China to get yin-yang fish: a fish whose body is deep fried while it’s head is protected. “Speed is the key — when you prepare the fish, you can’t hurt its internal organs, so when you serve it, it can stay alive for at least half an hour”

It’s also possible in China to get yin-yang fish: a fish whose body is deep fried while it’s head is protected. “Speed is the key — when you prepare the fish, you can’t hurt its internal organs, so when you serve it, it can stay alive for at least half an hour”

Songpinganq

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We built a bipedal robot for about $2,500. A real, mostly 3D-printed robot you can build, repair, simulate, train, and control. Today we’re releasing LeRobot Humanoid: an open robot-learning platform with hardware, runtime, identification tools, and training environments. Blog post: Repo:

We built a bipedal robot for about $2,500. A real, mostly 3D-printed robot you can build, repair, simulate, train, and control. Today we’re releasing LeRobot Humanoid: an open robot-learning platform with hardware, runtime, identification tools, and training environments. Blog post: Repo:

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199,296 görüntüleme • 2 ay önce

The next breakthrough for robot VLMs isn’t a bigger model 🧠 it’s memory. RAL accepted ✅ We show that a robot can ground a VLM using its own real-world experience, not extra training. EXPTEACH/PRAGMABOT = self-generated memory + closed-loop reflection: Fail → diagnose → replan → succeed → store experience Next time → retrieve the right experience → succeed in one shot Results on real robot tasks: 36% → 84% with reflection (STM) 22% → 80% single-trial success with long-term memory (LTM+RAG) And yes, we saw tool use emerge without explicitly asking for it. If you’re fighting brittle “VLM plans” on hardware, this is for you. #AI #Robotics ANYbotics

The next breakthrough for robot VLMs isn’t a bigger model 🧠 it’s memory. RAL accepted ✅ We show that a robot can ground a VLM using its own real-world experience, not extra training. EXPTEACH/PRAGMABOT = self-generated memory + closed-loop reflection: Fail → diagnose → replan → succeed → store experience Next time → retrieve the right experience → succeed in one shot Results on real robot tasks: 36% → 84% with reflection (STM) 22% → 80% single-trial success with long-term memory (LTM+RAG) And yes, we saw tool use emerge without explicitly asking for it. If you’re fighting brittle “VLM plans” on hardware, this is for you. #AI #Robotics ANYbotics

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‼️🇨🇳📹 Chinese drone swarm from Zhejiang University moves through dense forests with fish-like coordination A cutting-edge swarm of drones can autonomously navigate thick woodland, avoid obstacles, and maintain real-time coordination, all without human control, ideal for reconnaissance, surveillance, and tactical operations in complex terrain.

‼️🇨🇳📹 Chinese drone swarm from Zhejiang University moves through dense forests with fish-like coordination A cutting-edge swarm of drones can autonomously navigate thick woodland, avoid obstacles, and maintain real-time coordination, all without human control, ideal for reconnaissance, surveillance, and tactical operations in complex terrain.

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Wow! A humanoid robot traffic police officer has been deployed in South China’s Shenzhen city. Sporting a fine police uniform, it follows real-time traffic signals while assisting with directing vehicles and pedestrians —offering a glimpse into robotics integration into traffic management. [Video: Xinhua]

Wow! A humanoid robot traffic police officer has been deployed in South China’s Shenzhen city. Sporting a fine police uniform, it follows real-time traffic signals while assisting with directing vehicles and pedestrians —offering a glimpse into robotics integration into traffic management. [Video: Xinhua]

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ENGINEAI just unveiled its first heavy-duty, full-size humanoid robot, the T800. Standing at 1.85m and 85kg, it features 41 high-DOF joints, a solid-state battery, and an aluminum alloy shell for stable, continuous work in heavy-duty and high-dynamic scenarios. Its multi-sensor fusion system integrates vision, touch, and force sensing with a high-performance computing unit for real-time perception and fast decisions, boosting efficiency and safety. The T800 will also be a core model in ENGINEAI's "Mecha Boxer" robot free-fighting competition on December 24th. Robot boxing, anyone? 🥊

ENGINEAI just unveiled its first heavy-duty, full-size humanoid robot, the T800. Standing at 1.85m and 85kg, it features 41 high-DOF joints, a solid-state battery, and an aluminum alloy shell for stable, continuous work in heavy-duty and high-dynamic scenarios. Its multi-sensor fusion system integrates vision, touch, and force sensing with a high-performance computing unit for real-time perception and fast decisions, boosting efficiency and safety. The T800 will also be a core model in ENGINEAI's "Mecha Boxer" robot free-fighting competition on December 24th. Robot boxing, anyone? 🥊

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This isn’t a robot it’s a Dominican Papibot $tsla Boston Dynamics just raised the bar again. The new Atlas moves with fluid, human-like coordination—then goes past human limits. Balance, recovery, and whole-body control are happening in real time, not pre-scripted demos. $nvda

This isn’t a robot it’s a Dominican Papibot $tsla Boston Dynamics just raised the bar again. The new Atlas moves with fluid, human-like coordination—then goes past human limits. Balance, recovery, and whole-body control are happening in real time, not pre-scripted demos. $nvda

Special Situations 🌐 Research Newsletter (Jay)

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From seeing → to understanding → now to following. In the previous video, we showed how the robot sees and navigates the world. This time, we’ve upgraded SR Agentic — it can now identify a designated person and autonomously follow them in real-time. Powered by perception + reasoning + adaptive navigation, the robot doesn’t just react - it tracks intent and moves with purpose.

From seeing → to understanding → now to following. In the previous video, we showed how the robot sees and navigates the world. This time, we’ve upgraded SR Agentic — it can now identify a designated person and autonomously follow them in real-time. Powered by perception + reasoning + adaptive navigation, the robot doesn’t just react - it tracks intent and moves with purpose.

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During the Navy open day, China’s Defense Minister, Admiral DONG JUN, bent down to speak warmly with the children and interact with them, in a scene that reflected his humility and closeness to the people, adding a warm atmosphere to the event.

During the Navy open day, China’s Defense Minister, Admiral DONG JUN, bent down to speak warmly with the children and interact with them, in a scene that reflected his humility and closeness to the people, adding a warm atmosphere to the event.

China pulse 🇨🇳

14,474 görüntüleme • 1 ay önce

ROBOT ARM GOES FULL OCTOPUS MODE This squishy robot arm bends, flexes, and grabs stuff with suction cups like it's born underwater. It can pick up anything from a rock to a potato chip without breaking a sweat.0 Basically, it's the robot version of that one kid in gym class who’s good at everything. Source: The Fact Lab

ROBOT ARM GOES FULL OCTOPUS MODE This squishy robot arm bends, flexes, and grabs stuff with suction cups like it's born underwater. It can pick up anything from a rock to a potato chip without breaking a sweat.0 Basically, it's the robot version of that one kid in gym class who’s good at everything. Source: The Fact Lab

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Imagine having a ping pong robot! 🏓 Researchers and developers building physical AI: meet Reachy 2 from Pollen Robotics, an open-source, humanoid robot for real-world experimentation. It’s a bimanual mobile manipulator: each 7-DOF arm mimics human proportions and can lift up to 3 kg, giving dexterity for object handling. It can be controlled with Python and ROS2 Humble, or go straight into VR teleoperation, use a headset to move Reachy’s arms, hands, and head, and see through its cameras as if you’re in the robot’s own body. Want it to move around? A mobile base with three omnidirectional wheels, rich sensors, and LiDAR lets Reachy 2 navigate and explore its surroundings smoothly. 🗺️ Under the hood, it’s powered by a CPU system that’s ready for machine learning, perfect for loading AI frameworks and testing new models from Hugging Face directly on the robot. Keep making robots more, and more accessible Pollen team! ... and keep making more open source models to make robots more mainstream clem 🤗!

Imagine having a ping pong robot! 🏓 Researchers and developers building physical AI: meet Reachy 2 from Pollen Robotics, an open-source, humanoid robot for real-world experimentation. It’s a bimanual mobile manipulator: each 7-DOF arm mimics human proportions and can lift up to 3 kg, giving dexterity for object handling. It can be controlled with Python and ROS2 Humble, or go straight into VR teleoperation, use a headset to move Reachy’s arms, hands, and head, and see through its cameras as if you’re in the robot’s own body. Want it to move around? A mobile base with three omnidirectional wheels, rich sensors, and LiDAR lets Reachy 2 navigate and explore its surroundings smoothly. 🗺️ Under the hood, it’s powered by a CPU system that’s ready for machine learning, perfect for loading AI frameworks and testing new models from Hugging Face directly on the robot. Keep making robots more, and more accessible Pollen team! ... and keep making more open source models to make robots more mainstream clem 🤗!

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37,221 görüntüleme • 11 ay önce

A student just trained this within a day, no tedious tuning, no sim2real tricks, not even with sys-id. Worked in the first trial on the real robot. This explains the many recent impressive demos on G1 robot -- just the hardware. Still sim2real gaps on ankle and waist dofs tho.

A student just trained this within a day, no tedious tuning, no sim2real tricks, not even with sys-id. Worked in the first trial on the real robot. This explains the many recent impressive demos on G1 robot -- just the hardware. Still sim2real gaps on ankle and waist dofs tho.

C Zhang

67,900 görüntüleme • 1 yıl önce

🤩Video world models are cool, but it is cooler if they can simulate any 3D physical actions in real time! Introducing RealWonder⚡️: Now you can simulate 3D physical action (robot actions, 3D forces, force fields, etc.) consequences from a single image in real time! 🧵1/6

🤩Video world models are cool, but it is cooler if they can simulate any 3D physical actions in real time! Introducing RealWonder⚡️: Now you can simulate 3D physical action (robot actions, 3D forces, force fields, etc.) consequences from a single image in real time! 🧵1/6

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29,947 görüntüleme • 4 ay önce

High school students built an autonomous ball-collecting robot! 🎾 A group of high school students built a robot that picks up balls and shoots them into a bin while moving without stopping, with impressive speed and accuracy. It combines mechanical design, sensors, and software making constant adjustments in real time while the robot is driving. When teenagers can build systems this sophisticated, the talent pipeline for the robotics industry is accelerating! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

High school students built an autonomous ball-collecting robot! 🎾 A group of high school students built a robot that picks up balls and shoots them into a bin while moving without stopping, with impressive speed and accuracy. It combines mechanical design, sensors, and software making constant adjustments in real time while the robot is driving. When teenagers can build systems this sophisticated, the talent pipeline for the robotics industry is accelerating! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

1,192,205 görüntüleme • 4 ay önce

🇬🇧 Skies overhead right now Remember, it’s not a conspiracy when you can see it each day happening in real time.

🇬🇧 Skies overhead right now Remember, it’s not a conspiracy when you can see it each day happening in real time.

Concerned Citizen

25,136 görüntüleme • 1 ay önce

I mean the word “recoil” isn’t quite appropriate. It just kinda jiggles a little. This video exaggerates the movement with the fish eye. That string on the no shoot is all just in the head…

I mean the word “recoil” isn’t quite appropriate. It just kinda jiggles a little. This video exaggerates the movement with the fish eye. That string on the no shoot is all just in the head…

Havoc 2-1

13,537 görüntüleme • 1 yıl önce

Robots from China are ready to become your soul companion. 🤖 Today (June 30), Chinese robotics company UBTech officially launched the U1 Series — a full-size ultra-bionic humanoid robot. Equipped with a nurturing emotional AI model, it features soft synthetic skin, incredibly realistic facial features and appearance. I touched its “skin” — it’s soft, glossy, and elastic, but cold to the touch, lacking the warmth of a real human body. How much would you pay to take one home? #UBTech #U1Robot #HumanoidRobot #AICompanion

Robots from China are ready to become your soul companion. 🤖 Today (June 30), Chinese robotics company UBTech officially launched the U1 Series — a full-size ultra-bionic humanoid robot. Equipped with a nurturing emotional AI model, it features soft synthetic skin, incredibly realistic facial features and appearance. I touched its “skin” — it’s soft, glossy, and elastic, but cold to the touch, lacking the warmth of a real human body. How much would you pay to take one home? #UBTech #U1Robot #HumanoidRobot #AICompanion

TechHorn Lab

18,090 görüntüleme • 1 ay önce