ProACT: Towards Breakdown-Aware Proactive Agent in Multi-User Collaboration

Shu Yang, Difei Xu, Jiaxin Pei +1

Conversational agents are increasingly embedded in human collaborative work, yet they remain fundamentally passive and reactive: they respond to explicit user requests rather than…