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Xin-Tong Li

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#natural language process... Preprint Oct 2026

What Is the"Self"of a Large Language Model?

What could the"self"of a large language model be, if it is neither a particular word nor a single privileged layer? We propose a relational account: a functional self is an actor-centered organization of information that distinguishes the model's recorded actions from externally supplied material while content and reas...

Yu-Chen Li, Zong-Qi Fan, Xin-Tong Li et al. · 0 citations
#artificial intelligence Preprint Oct 2026

MCRI: A Four-Dimensional Framework for Analyzing and Evaluating Agent Skills

As agents evolve from single-tool systems into modular, composite architectures, skills are becoming an important mechanism for capability development and distribution. However, the academic community lacks a structured framework for systematically analyzing and evaluating skills. Drawing on information gain and behavi...

Zong-Rui Yang, Xin-Tong Li, Run-Chen Xu et al. · 0 citations

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