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Zong-Rui Yang

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#artificial intelligence Review Oct 2026

Can We Believe AI Peer Review?

As large language models become widely used in scientific review and manuscript revision, AI scores are increasingly serving as feedback for assessing paper quality and guiding edits. Yet whether a single AI score reliably reflects the reviewer's judgment, and whether revision gains based on that score are endorsed by...

Zong-Rui Yang, Hao-Yuan Li, Zhong-Sheng Wang 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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