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Shang Liang

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Review Open access Sep 2026

Generative AI–Enabled Reconstruction of University General Physical Education: Application Scenarios, Mechanisms, and Risk Boundaries

The rapid development of generative artificial intelligence (GenAI) is moving higher education beyond the digitization of resources toward interactive, personalized, and intelligent learning support. Although GenAI has been widely discussed in language learning, writing, engineering, and medical education, university g...

Shang Liang, Jian-Kang Yao · 0 citations

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