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-title: "tukuai"
-type: entity
-tags: [ai-researcher, self-improvement, formalization]
---
-
-## Basic Info
- GitHub: https://github.com/tukuai
- Role: 独立研究者（Independent Researcher）
- 主要贡献：递归自优化生成系统的形式化框架论文
-
-## Work
- [[A Formalization of Recursive Self-Optimizing Generative Systems]]：提出用数学（自映射、不动点）和 λ 演算对递归自优化 AI 系统进行严格刻画
-
-## Related Entities
- [[vibe-coding-cn]]：tukuai 的论文发布于 vibe-coding-cn 项目的 i18n/zh 目录