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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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Yu Zhang

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Open access Oct 2026

A Data-Driven Framework for Music Aesthetic Education Content Optimization

To address the problems of homogenized content, delayed feedback, and insufficient alignment between teaching content and student interests in music aesthetic education, this study presents a data-driven framework for curriculum content optimization. The framework integrates multi-source student data and applies K-mean...

Yu Zhang · 0 citations

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