SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules

ArXi:2605.22287v1 Announce Type: new Large Language Models (LLMs) are central to the one-for-all intelligent paradigm, but they face a fundamental challenge when dealing with heterogeneous scientific data such as molecules: the inherent gap between discrete linguistic symbols and topological molecular or continuous reaction data leads to significant information loss and semantic noise in text-based reasoning.