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Chemical CoT models hallucinate molecular structures, acting as prone scratchpads

A new study published on arXiv reveals that chemical reasoning language models, despite being expected to provide accurate molecular answers through chain-of-thought (CoT) reasoning, frequently exhibit widespread halluc…