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A Chinese robotics company unveiled a highly advanced, blue-eyed desktop companion robot designed to bring physical, empathetic AI directly to the workspace. Unlike traditional static smart speakers, this device utilizes eye-mounted cameras and multiple degrees of freedom to enable fluid neck motion, responsive head positioning, and real-time eye tracking...

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Wes Roth

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Open-source robot arm meets hand tracking [📍GitHub below] It is designed with an industrial mindset but built as a 3D-printed desktop system. PAROL6 paired with a LEAP Motion controller is a nice example of how accessible robot teleoperation has become. • Hand motion is streamed to the robot at 100 Hz via UDP • A pneumatic gripper is controlled by simple fist open and close gestures • The entire robot stack is open source, from mechanics to control software Combine that with low-latency hand tracking and you get a very practical platform for learning manipulation, teleoperation, and human-robot interfaces. This kind of setup is great for experimentation, teleop, data collection, and teaching robots by demonstration All without proprietary hardware or locked software. Credit to SourceRobotics 📍Code: —— Weekly robotics and AI insights. Subscribe free:

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Meet Any2Track, a new two-stage RL framework designed to address a core challenge for humanoid robots: reliably tracking diverse, dynamic motions in the real world. The framework consists of two key components: AnyTracker, a general motion tracker, and AnyAdapter, a module that allows the robot to adapt to real-world disturbances like uneven terrain or external forces. This approach gives robots the stability needed for practical use. The system has been successfully deployed on a Unitree G1 humanoid robot with zero-shot sim2real transfer, performing exceptionally well in various motion tracking tasks under multiple real-world disturbances. Project: Codebase:

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Feeling what a robot feels is becoming real! 🫰 Fluid Reality just ran its first full end-to-end touch teleoperation system, and the demo shows why high-resolution haptics might be the missing piece in robot control. A 22 mm fingertip display with 32 independently actuated “bubbles” was mapped directly to tactile sensors on a robot hand. 🫧 Three fingers streamed real-time touch data robot → human, giving the operator actual contact feedback instead of waving their hands blind, like most teleop systems today. It’s still early, but this is a real step toward dexterous ops and high-quality data for training Physical AI systems. Companies involved: Samsung Electronics, Alt-Bionics, Inc. (the robot hand), MANUS™ (hand tracking), and Sensible Robotics (fingertip sensors) Touch isn’t a nice-to-have in robotics. It’s the difference between manipulation that works in the real world P.S. Guess how many touch receptors we humans, have in our hand! :) ~~ ♻ Join the weekly robotics newsletter, and never miss any news →

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This is just crazy! Clone just introduced the Torso 2, a groundbreaking android that sets a new standard for robotics. This advanced prototype features 910 artificial muscle fibers, 164 degrees of freedom, and 182 sensors for precise feedback control, enabling fluid, human-like movement. With an actuated lumbar spine and a full set of abdominal muscles, Torso 2’s design mimics human anatomy for unprecedented natural motion. Encased in a sleek, white transparent skin, the Torso 2 utilizes pneumatic actuation to animate its muscles, though current off-the-shelf valves create some noise due to air exhaust. Clone plans to return to a quieter hydraulic design with custom liquid valves for future bipedal robots. The current temporary opaque visor will also be replaced with a one-way mirror for a more polished look. The Torso 2 demonstrates Clone’s hardware potential, running hand-coded sequences to control each muscle. With the promise of legs arriving soon, Clone Robotics is inching closer to creating silent, fully humanoid androids—marking a major leap toward lifelike robotic functionality.

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Tired of teleoperation? One human video → 1,000s of robot demos. (📍GitHub ) Scaling Robot Data Without Dynamics Simulation or Robot Hardware Real2Render2Real (R2R2R) is a new way to scale robot data without physics simulation or hardware. You take a phone scan + a single monocular human demo. It tracks the motion, renders photorealistic scenes, and generates diverse, robot-agnostic trajectories ready for training. > No teleop, no sim, no robot, just a phone and a video > Train VLA models and diffusion policies directly on the output > Supports multiple robot embodiments with kinematic consistency > 1000s of demos in 1/27 the time of real-world collection Thank you, Max Fu, for sharing!! Project: Paper: Code coming soon: It shows that with the right pipeline, you can scale robot learning data without touching a robot. One of the most interesting directions in scalable robotics today. —— Weekly robotics and AI insights. Subscribe free:

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42,864 views • 7 months ago

The 120kg, wheeled Torobo humanoid robot Has a bipedal sibling. 東京ロボティクス株式会社 is testing this bipedal humanoid robot to enable it to walk in a human-like manner. As is evident, it is significantly lighter than its wheeled counterpart. Torobo is primarily designed for industrial applications,such as lifting and grasping heavy objects. The bipedal Torobo will offer enhanced versatility. In the future, Tokyo Robotics plans to integrate AI capabilities, enabling the robot to make autonomous decisions and take independent action.
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The 120kg, wheeled Torobo humanoid robot Has a bipedal sibling. 東京ロボティクス株式会社 is testing this bipedal humanoid robot to enable it to walk in a human-like manner. As is evident, it is significantly lighter than its wheeled counterpart. Torobo is primarily designed for industrial applications,such as lifting and grasping heavy objects. The bipedal Torobo will offer enhanced versatility. In the future, Tokyo Robotics plans to integrate AI capabilities, enabling the robot to make autonomous decisions and take independent action.

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46,073 views • 5 months ago

Meet AI Q: The Emotional Humanoid Robot with a Soul 🤖🎭 Say hello to AI Q by EIR Robotics, a "cyber-companion" that actually has a soul. This isn’t your typical poker-faced droid; it’s a lizard-inspired humanoid designed to read your vibes and react in real-time. With 59 facial degrees of freedom and 3D projection, AI Q nails micro-expressions like winking and laughing with over 85% accuracy. Its ELA (Emotion-Language-Action) model ensures it understands your feelings instead of just giving scripted replies. Even in a rowdy crowd, AI Q stays locked in. Powered by Tencent Cloud’s acoustics, it filters noise and recognizes your specific voiceprint from up to 5 meters away, blending street style with high-tech empathy. Source: EIR Robotics #HumanoidRobot #EmbodiedAI #Tech #EIRRobotics
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Meet AI Q: The Emotional Humanoid Robot with a Soul 🤖🎭 Say hello to AI Q by EIR Robotics, a "cyber-companion" that actually has a soul. This isn’t your typical poker-faced droid; it’s a lizard-inspired humanoid designed to read your vibes and react in real-time. With 59 facial degrees of freedom and 3D projection, AI Q nails micro-expressions like winking and laughing with over 85% accuracy. Its ELA (Emotion-Language-Action) model ensures it understands your feelings instead of just giving scripted replies. Even in a rowdy crowd, AI Q stays locked in. Powered by Tencent Cloud’s acoustics, it filters noise and recognizes your specific voiceprint from up to 5 meters away, blending street style with high-tech empathy. Source: EIR Robotics #HumanoidRobot #EmbodiedAI #Tech #EIRRobotics

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11,172 views • 7 months ago