多模态大模型能否预判危险？这份基准测试从运动场景到安全风险，评测AI的主动风险推断能力。
arXiv:2608.05560v1 Announce Type: cross Abstract: Timely anticipation of physical hazards is essential for real-world safety, yet existing MLLM evalua…
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…
MLLM主动感知纠错新方法：让模型像人类一样主动发现并修正视觉错误，提升多模态理解准确性。
arXiv:2606.24292v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) have demonstrated impressive vision-language understanding, y…
首个结合智能体主动感知与全模态交互的多跳视听推理框架，突破被动感知局限
arXiv:2605.28192v1 Announce Type: new Abstract: Multi-hop audio-visual reasoning remains challenging for Omni-LLMs, as relevant evidence is often spar…