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Changzhi Liu

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Preprint Aug 2026

Mendel G\"odel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution

According to Mendelian principles of controlled inheritance, Mendel G\"odel Machine (MGM) is introduced, which includes two new types of self-modification that better utilizes evidences accumulated and facilitates a faster and better convergence over single-trajectory baselines.

Changzhi Liu, Yilun Liu, Sikuan Yan et al. · 0 citations

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