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Nvidia's open-source ASPIRE system taught a robot to solve a Rubik's Cube
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Fusion42 · 16 October 2026 · Fusion42 review
Nvidia has open-sourced ASPIRE, a system that uses large language models to write and debug Python code for robot control, achieving 99% success on complex tasks including solving a Rubik's Cube without trial-and-error training. This approach marks a shift from reinforcement learning toward code-as-policy robotics, making robot intelligence dependent on the reasoning power of AI models rather than hardware.
This Wire brief sits within Fusion42's coverage of Robotics.
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You face a new robotics model where AI writes and fixes your control code instead of months of trial training. Open-source access means you can build on Nvidia’s stack now to avoid falling behind the next wave of robot intelligence.
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1 source · 16 Oct 2026
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