The Topology of Multimodal Fusion: Why Current Architectures Fail at Creative Cognition
arXiv:2604.04465v1 Announce Type: new
Abstract: This paper identifies a structural limitation in current multimodal AI architectures that is topological rather than parametric. Contrastive alignment (CLIP), cross-attention fusion (GPT-4V/Gemini), and …