Is human data enough? youtube.com/watch?v=zzXyPG…

🚀 From sketch to sky — a Chinese geek making a robot in just one week. Watch the full journey of building an all-terrain DIY robot: 📐 Sketch and design 🖨️ 3D printing and assembly 🎮 Control model Made possible by China's world-class manufacturing and robotics base, this

🚗The Barbarika-Car just learned to control engine force to climb a hill — not with rewards like RL, but with Active Inference. In the real world, Barbarika will sense through Markov Blankets, autonomously discover “objects” & the physics that govern them — building

for robotics to scale, we need data from people Barbarika vana Hub71

Sharing USB cameras with the contributors for data recording at scale. Thanks vana for the support!

🚀 Another successful setup from one of our contributors! Robots are getting plugged into our Barbarika DataDAO, expanding the global network collecting high-quality teleop data for Physical AI. Every new station compounds the dataset, making robots learn faster. ⚡ vana

From living rooms to labs - our community is teaching robots at scale. 🦾✨ #PhysicalAI #DePIN vana

Humanoids get the hype. Industrial robots get the job done. Missing piece is data !!!

hard rock robotics

assembly day

Specs get better every year (stronger motors, longer runtime etc). Industry Average Specs:

No robot? No problem. Jump into Barbarika Sim, control a robot with your keyboard, and start recording datasets - right from your browser, End to End Decentralised Robot learning platform - Coming Soon !! vana

This is India's top humanoid robotics startup. You've likely never heard of it. That's because General Autonomy has been building in hardcore stealth mode. Their humanoid, Atom 01, is: - Made in India - Autonomous - 31 kgs GA invited us to their office. Here's what we saw:

1X announced the preorder of their humanoid home robots yesterday, starting at just $20K or $499/month. The announcement generated major hype across the robotics space, and the crypto x robotics sector reacted instantly. $PEAQ for example as the top robotics coin currently

We’re honored to be backed by cyber•Fund and featured in this post on their investment thesis: cyber.fund/content/noumen… Digital AI stacks simulate randomness on hardware meant to erase it. In contrast, our approach treats noise as computation, enabling the radical acceleration

True Intelligence needs Physics based computation. Time to Short Nvidia for Thermodynamic Brains!!