Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution
Self-improving coding agents that iteratively rewrite their own source code have demonstrated impressive performance on coding tasks. However, existing solutions generally derive self-modification from a single failure trajectory at a time, overlooking rich comparative signals available in the agent's expanding archive of past attempts. According to Mendelian principles of controlled inheritance, we introduce Mendel Gödel Machine (MGM). In addition to the general single-trajectory clonal mutatio
Record details
Published: 6 August 2026
Source: HuggingFace Daily Papers
Category: Research
Topics: Agents & autonomy
Retrieved: 12 August 2026
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ethics.ai (6 August 2026), “Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution,” evidence record 18382, https://ethics.ai/record/18382 (originally published by HuggingFace Daily Papers).
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