2026-05-02Zenodo英文AI治理工作论文
AI 系统的结构极限：对齐、优化、控制等“修复”手段只能改善性能，无法改变系统被“形成”为的样子；必须从修复转向形成层。
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Original URLs: https://doi.org/10.5281/zenodo.19983901
Citation: Hu-Yang, Qingyun. “WP5 — Structural Limits of AI Systems: From Fixing to Formation.” 2026-05-02. harmondeg.org archive page a62.
