"Less is More": Reducing Cognitive Load and Task Drift in Real-Time Multimodal Assistive Agents for the Visually Impaired. - Yi Zhao; Siqi Wang; Qiqun Geng; Erxin Yu; Jing Li (CoRR, 2025)