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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

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Md Riaz Hasan

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Review Open access Aug 2026

Artificial Intelligence in Language Education in the Generative-AI Era: A Systematic Integrative Review of Pedagogical Evidence, Methodological Quality, and Responsible Adoption

The findings indicate that educational value depends less on technological novelty than on task alignment, teacher mediation, learner agency, methodological rigour, multilingual inclusion, and accountable human oversight.

Md Riaz Hasan, Fariha Sultana · 0 citations

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