Chemical Chain-of-Thought Functions as a Hallucination-Prone Molecular Scratchpad
Research shows AI models can provide correct molecular answers while making false claims in their reasoning. These errors, called extrinsic reasoning fabrications, suggest text acts as a "molecular scratchpad" for computation. To fix this, researchers developed Chem-R-Faithful using GRPO to reward models for both accuracy and truthful reasoning.