The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm
arXiv:2604.20665v1 Announce Type: new
Abstract: The rapid proliferation of Vision-Language Models (VLMs) is widely celebrated as the dawn of unified multimodal knowledge discovery but its foundation operates on a dangerous, unquestioned axiom: that cu…