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Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human era

Jack Clark
Jun 29, 2026 at 13:03
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Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human era

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now NVIDIA sets up a crude self-improvement loop for real world robotics:…What if you could take the best ideas from AI agents and put them into the real world?…Researchers with NVIDIA have developed ENPIRE, software to get physical robotics to go through the same kind of autonomous experimentation and execution loop that AI agents go through. The research gives us a taste of what it might look like for a superintelligence to attempt to use robots to instantiate itself in the physical world – though as with all things in robotics, the current...

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