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Xing Xie

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Jul 2026

Informal Learning Emerges in Everyday Human-LLM Interaction

As LLMs become increasingly capable of completing tasks for users, a central concern is that everyday AI use may become primarily cognitive offloading, eroding the opportunities through which people develop their own capabilities. We analyse large-scale human-LLM conversations to ask whether informal learning behaviors...

Zixin Chen, Haotian Li, Ziang Xiao et al. · 1 citation

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