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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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Turmuratova Dinara

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Open access 2026

Assessing Student Needs for AI-based Adaptive Learning in Higher Education

The study contributes user-derived design requirements that can guide the development of trustworthy and context-appropriate AI-supported learning platforms for undergraduate ICT students in programming-related courses at the two participating universities; broader generalization to other higher education fields requires further research.

Кazimova Dinara, Turmuratova Dinara, Zatyneyko Anatoly et al. · 0 citations