Mingguang Chen
1 indexed paper
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126
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AI×1
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2026
Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops
This paper surveys 1,250 arXiv papers on self-improving AI systems, categorizing them based on what they improve and the degree of loop closure. It identifies a distinctive feature of self-evaluation and explores the evaluator design space.
Highlighted terms show continued research focus across papers