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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Xiang-Nan Li

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Review Open access Jul 2026

Not all cognitive offloading is equal: distinguishing dependent and autonomous offloading to generative AI

The manner of AI engagement is highlighted—not merely its frequency—as a key factor in understanding its associations with perceived cognitive functioning, and point to practical strategies for educators, learners, and AI tool designers seeking to harness AI without undermining cognitive autonomy.

Qiu-Han Zhu, Xiang-Nan Li, Yiang Dong et al. · 10 citations · ⚡1

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