Representation Alignment as a Bottleneck in LLM-Based Retrosynthesis Planning.

arXiv:2609.35571v1 Announce Type: new Abstract: While LLMs show promise in general reasoning, symbolic planning in chemistry remains a bottleneck. Direct ''SMILES-to-PDDL'' attempts fail because they force models to juggle chemical analysis and planning-langua