VISION MoE Routing Explained in 5 Sentences

MoE Routing Divergence: The Structural Gap Between Perception and Logic. The MoE Bottleneck: Why Multimodal AI Sees but Cannot Think. Detailed explanations of the routing in MoE for visual reasoning and an analysis of the failure mode within MoE (Mixture-of-Expert) systems. All rights w/ author: Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Haolei Xu1,2*, Haiwen Hong2*†, Hongxing Li1,2, Rui Zhou1, Yang Zhang1, Longtao Huang2, Hui Xue2, Yongliang Shen1‡, Weiming Lu1‡, Yueting Zhuang1 from 1 Zhejiang University, 2 Alibaba Group arXiv:2604.08541 #airesearch #aiexplained #aiagents #scienceexplained #aireasoning