How GenAI Mentor Configurations Shape Early Collaborative Dynamics: A Classroom Comparison of Individual and Shared Agents
Published in arXiv preprint arXiv:2603.12600, 2026
Authors: S Zha, W Liu, F Qin, J Cao, Y Wang, Y Liu, K Zhang, J Gong, Y Xu Venue: arXiv preprint arXiv:2603.12600, 2026 Recommended citation: S Zha, W Liu, F Qin, J Cao, Y Wang, Y Liu, K Zhang, J Gong, Y Xu (2026). How GenAI Mentor Configurations Shape Early Collaborative Dynamics: A Classroom Comparison of Individual and Shared Agents. arXiv preprint arXiv:2603.12600.
Recommended citation: S Zha, W Liu, F Qin, J Cao, Y Wang, Y Liu, K Zhang, J Gong, Y Xu (2026). How GenAI Mentor Configurations Shape Early Collaborative Dynamics: A Classroom Comparison of Individual and Shared Agents. arXiv preprint arXiv:2603.12600.