New framework teaches robots complex tasks in five minutes ⏱️

Researchers at Penn Engineering created a system called SymSkill that lets a robotic arm master a 12-step task after just five minutes of video demonstrations. 🤖

Instead of learning every single movement separately, the robot mixes basic logic with physical motion rules. If you get in its way or an object slips, it instantly figures out how to fix the mistake and keep going. 🍌

This brings you closer to helper machines that can actually handle the messy, unpredictable conditions of daily life without crashing. 🚀

#robots #technology #artificialintelligence

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Chinese factories build most humanoid robots

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Chinese manufacturers shipped 97 percent of all humanoid robots globally during the first half of 2026.

Local supply chains for precision parts keep production costs low, helping companies like Agibot scale up fast.

#robots ⚡ #technology ⚡ #china

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Humanoid robot dance record set in China

In the city of Jinan, 110 humanoid robots performed a synchronized routine on October 24, setting a Guinness World Records mark.

Built by AgiBot, the machines used special positioning tech to coordinate complex jumps and flips together.

#robots ⚡ #china ⚡ #tech

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