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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

M. Hsiao

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Review Open access Jul 2026

Designing for Self-Regulated Learning in AI-Assisted Quizzing: A Classroom Pilot Study

A classroom-deployed quiz system that combines integrity-preserving hinting (TA-AI), trace summarization (Analytics-AI), and feedback-driven refinement (AI-Improver) to generate instructor diagnostics from routine interaction logs is presented.

M. P. Lin, Daniel H. Chang, V. Janarthanan et al. · 0 citations

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