Author

Zhuo-Ning Xu

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#artificial intelligence Preprint Sep 2026

ANIMASK: What the Model Contributes to Role Play in Simulated Story Worlds

ANIMASK, a simulation framework that freezes books and scripts into story worlds whose characters act on their own motivations and replays each story from its freeze point, is introduced.

Xiu-Cheng Zhang, Zhuo-Ning Xu, Han-Jun Luo et al. · 0 citations

Preprint Aug 2026

MasDrift: Benchmarking Authorization Preservation Across Multi-Agent Architectures

MasDrift exposes a centralization tradeoff and makes authorization preservation a measurable property of MAS design, and a heterogeneous case study confirms that the failure follows from coordination rather than model strength.

Zhuo-Ning Xu, Xiu-Cheng Zhang, Han-Jun Luo et al. · 2 citations