Scholarlink

We introduce Collaboration-of-Experts (CoE), a six-agent AI framework that normalises creative risk-taking and promotes equity in secondary STEAM education. Implemented in a four-week solar-art project (N = 19), CoE teams produced more design iterations, higher-rated artefacts, and stronger inclusion indicators than peers using a single AI assistant. We detail orchestration design, mixed-method evaluation, and lessons for scaling multi-agent AI in authentic classrooms.

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Co-creation Through Collaboration-of-Experts (CoE): A Multi-agent Approach to Creative Risk-Taking and Equity

  • 会议论文

  • 发表日期：

    2025年

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  • Ailiya Borjigin,
  • Zhiqi Shen

摘要

We introduce Collaboration-of-Experts (CoE), a six-agent AI framework that normalises creative risk-taking and promotes equity in secondary STEAM education. Implemented in a four-week solar-art project (N = 19), CoE teams produced more design iterations, higher-rated artefacts, and stronger inclusion indicators than peers using a single AI assistant. We detail orchestration design, mixed-method evaluation, and lessons for scaling multi-agent AI in authentic classrooms.