多用户协作中AI代理如何预判协作中断？ProACT提出主动感知框架，让智能体更懂团队节奏。
arXiv:2607.03730v1 Announce Type: new Abstract: Conversational agents are increasingly embedded in human collaborative work, yet they remain fundament…
首个主动式视频大模型，实时理解视频并主动发起对话，开启AI伴侣交互新范式
arXiv:2603.03447v3 Announce Type: replace Abstract: Proactive and real-time interactive experiences are essential for human-like AI companions, yet fa…
提出首个流式对话记忆召回基准STEM-Bench，突破传统记忆机制无法支持即席检索的局限。
arXiv:2603.04885v2 Announce Type: replace Abstract: Real-world dialogue usually unfolds as an infinite stream. It thus requires bounded-state memory m…