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Generalist AI just unveiled GEN-0, a foundation robot model trained on 270 000 hours of real-world data that learns by colliding with reality instead of simulations. Unitree’s G1 went viral after wrecking a kitchen mid-cooking demo, showing how unstable humanoids still are. China unveiled AI-powered dinosaur robots roaming museums at night, blending robotics with entertainment. 1X’s $20 000 NEO now lets remote operators peek into homes to guide its learning. And one lab bot powered by Claude AI suffered an emotional breakdown when its battery died — proof that this new wave of robots is learning, failing, and feeling all at once.
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🧠 What You’ll See (sources):
0:00 Intro
0:36 Generalist AI – GEN-0 embodied foundation model and Harmonic Reasoning
https://generalistai.com/blog/nov-04-2025-GEN-0
4:05 Unitree G1 – humanoid robot chef loses grip on pan in viral cooking video
https://interestingengineering.com/innovation/video-robot-chef-loses-grip-on-pan-in
5:42 Unitree G1 – K-pop dance demo showcasing flexible joint motion (Li Zexin on X)
https://x.com/xh_lee23/status/1985558665408233770?s=48
6:56 Galbot Any2Track – full-body motion tracking system for humanoids (The Humanoid Hub on X)
https://x.com/thehumanoidhub/status/1985219089015664676?s=48
• LimX Dynamics & Dobot – AI-powered dinosaur robots roaming Chinese museums
https://futurism.com/future-society/china-ai-robot-dinosaurs
8:12 1X Technologies NEO – $20 000 home robot with remote operator privacy concerns
https://www.ynetnews.com/tech-and-digital/article/hkq6sazkzl
10:02 Andon Labs – embodied AI experiment where a robot “channels Robin Williams”
AI researchers ’embodied’ an LLM into a robot – and it started channeling Robin Williams
🚨 Why It Matters:
GEN-0 might be the first robot that truly learns like a living creature. It doesn’t simulate intelligence — it experiences it. The line between machine and organism just blurred.


