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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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Roei Zerahia

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Open access 2026

From Chatbot to Adaptive Syllabus-aware AI-mechanism: LLM Personalized Teaching Assistant in Higher Education

Michael, a syllabus-aware AI teaching assistant designed to scaffold reasoning through structured, hint-first dialogue aligned with course progression, rather than providing direct solutions, is introduced, suggesting that curriculum-aligned constraints and hint-first scaffolding can support instructional integration without displacing pedagogical goals.

Or Peretz, Roei Zerahia · 0 citations

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