Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents

Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents appears in this edition because arXiv:2606.03236v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) have substantially advanced mobile agents, yet proactive mobile assistance remains challenging because agents must decide \emph{when} to intervene before determining \emph... Why it matters: Fresh arXiv paper with likely relevance to current AI/ML workflows. Primary citation: https://arxiv.org/abs/2606.03236. This item is included as recent arXiv submission signal rather than a settled claim where facts are still developing.