Author

Xinjian Liang

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#artificial intelligence Preprint Sep 2026

Evolutionary Safety of Recursive Self-Improving AI: Taxonomy, Risk Discovery, and Evaluation

This work introduces Evolutionary Safety as a perspective for studying safety under persistent and recursive self-improvement, which concerns not only whether an AI system is safe at a particular moment, but how safety properties change, persist, accumulate, and propagate throughout evolution.

Chang Gong, Jing-Ping Bi, Di Yao et al. · 0 citations

#natural language process... Preprint Jul 2026

ZenGen: Social Mind for LLMs

ZenGen, an integrated framework for measuring, internalizing, and grounding social intelligence, and Actio, a harness-controlled inference architecture that routes four typed supports into reasoning demonstrate the effectiveness of typed runtime support.

ZenGen Team, Xiang Ao, Jingping Bi et al. · 0 citations