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Another humanoid robot at the construction site (POC) For large-scale construction areas with high tolerance for error, Unitree G1 humanoid handle broad-area tasks (via teleoperation), while skilled workers attend to the finishing details...

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CyberRobo

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60,083 просмотров • 1 месяц назад •via X (Twitter)

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🤖 How can we scale up humanoid robot learning? Introducing 🌟VLK🌟: generating large-scale synthetic data with paired egocentric observations, text, and full-body G1 kinematics for learning humanoid loco-manipulation. No teleoperation needed! Website:
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🤖 How can we scale up humanoid robot learning? Introducing 🌟VLK🌟: generating large-scale synthetic data with paired egocentric observations, text, and full-body G1 kinematics for learning humanoid loco-manipulation. No teleoperation needed! Website:

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Another Chinese company, Astribot, revealed Astribot S1. The two-wheel robot demo showed the humanoid doing human tasks at 1x speed with no teleoperation. Impressively smooth, based on the demo video
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The humanoid robot 100-meter group race. First place went to Shandong Yobotics' Taishan Walker. This humanoid robot is primarily used for specialized tasks, such as high-risk inspections and rescue operations. That's why it was the fastest.（World Humanoid Robot Games2025）
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The humanoid robot 100-meter group race. First place went to Shandong Yobotics' Taishan Walker. This humanoid robot is primarily used for specialized tasks, such as high-risk inspections and rescue operations. That's why it was the fastest.（World Humanoid Robot Games2025）

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🚨MEET THE UNITREE G1 HUMANOID Priced between $12,500 and $16,000, it's designed for sports and physical tasks, with 23 to 43 joints for dynamic movement. Its hands, equipped with 2 fingers and a thumb, handle objects with precision. Scared yet?
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🚨MEET THE UNITREE G1 HUMANOID Priced between $12,500 and $16,000, it's designed for sports and physical tasks, with 23 to 43 joints for dynamic movement. Its hands, equipped with 2 fingers and a thumb, handle objects with precision. Scared yet?

Mario Nawfal

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The problem with humanoid teleoperation is that it is expensive and difficult to scale Enter NVIDIA's EgoScale: - A VLA model pretrained on thousands hours of egocentric human videos. - Mid-trained via 50 hours of human + 4 hours of robot "play" data for human-robot alignment. - Fine-tuned with very few examples of task-specific robot teleoperation (100 or fewer per task). - Successfully transfers across 5-finger (Sharpa) and 3-finger (Unitree G1) robot hands. - Performance scales predictably as data increases.
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The problem with humanoid teleoperation is that it is expensive and difficult to scale Enter NVIDIA's EgoScale: - A VLA model pretrained on thousands hours of egocentric human videos. - Mid-trained via 50 hours of human + 4 hours of robot "play" data for human-robot alignment. - Fine-tuned with very few examples of task-specific robot teleoperation (100 or fewer per task). - Successfully transfers across 5-finger (Sharpa) and 3-finger (Unitree G1) robot hands. - Performance scales predictably as data increases.

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Japan Shimizu Corporation is testing humanoid robots on live construction sites. Start with basic patrols… An upgraded Unitree H1 humanoid, equipped with a handheld camera, is autonomously patrolling the Torch Tower site at 1.0 m/s. It perceives the environment in real time, follows designated routes, and they plan to use multimodal LLMs to analyze footage for better site management. Long-term, Shimizu aims to build a construction-focused Physical AI ecosystem--covering data collection, simulation, model training, and deployment. The goal is to transfer skilled workers’ expertise to humanoids and tackle labor shortages. the first real step toward physical AGI is simply stepping into the real world.
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🚀 Unitree open-sources UnifoLM-WBT-Dataset — a high-quality real-world humanoid robot whole-body teleoperation (WBT) dataset for open environments. 🥳Publicly available since March 5, 2026, the dataset will continue to receive high-frequency rolling updates. It aims to establish the most comprehensive real-world humanoid robot dataset in terms of scenario coverage, task complexity, and manipulation diversity. 👉 Explore the dataset here:
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🚀 Unitree open-sources UnifoLM-WBT-Dataset — a high-quality real-world humanoid robot whole-body teleoperation (WBT) dataset for open environments. 🥳Publicly available since March 5, 2026, the dataset will continue to receive high-frequency rolling updates. It aims to establish the most comprehensive real-world humanoid robot dataset in terms of scenario coverage, task complexity, and manipulation diversity. 👉 Explore the dataset here:

Unitree

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Researchers developed Hitter, a humanoid robot that can play table tennis in real-world settings. It was trained on the Unitree G1 robot to predict the ball’s path, choose the right shot, and react in less than a second. In tests, it achieved 106 consecutive shots with a human and even rallied with another humanoid robot.
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In our latest video, we completely disassemble the Unitree G1 humanoid robot, taking an in depth look at its engineering and design. We analyze the robot's actuators, motors, and thermal management systems to understand how Unitree balances performance, cost, and manufacturability. A special thanks to Humanoid Scott for joining the conversation and sharing his insights.
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China Mobile just placed a record 124M RMB order for humanoid robots. AgiBot secured the full-size bots (78M RMB), while Unitree Robotics won the small-size robots & dexterous hands (46.05M RMB). Reportedly China's largest domestic humanoid robot order to date! #Robotics #HumanoidRobots #Chinatech

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A robot withstood −47°C cold and walked 130,000 steps The company Unitree tested its humanoid robot G1 in a high-altitude area of China’s Xinjiang region. At temperatures as low as −47.5°C, the robot walked across snow a distance equivalent to 130,000 steps. During the experiment, the robot trampled the Olympic rings into the snow — an emblem roughly 186 × 100 meters in size, visible from above. To prevent equipment failure, G1 was dressed in an insulated jacket and gloves.

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