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self-improvement framework

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Data Party THU
Data Party THU
Oct 18, 2026 · Artificial Intelligence

Who Improves the Robot? A Framework for Physical Recursive Self-Improvement

This paper introduces a six-level framework (L0-L5) for physical recursive self-improvement in robotics, distinguishing capability updates from mechanism updates, and finds that current literature has not yet demonstrated true recursive self-improvement with independent verification across tasks.

L0-L5 levelscapability updateindependent evaluation
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Who Improves the Robot? A Framework for Physical Recursive Self-Improvement