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arxiv_llm_reliability · Oct 22, 2026 · paper

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Same molecule, Different Knowledge: Cross-Identifier Binding Failures in LLMs For chemistry

arxiv.orgOct 22, 2026
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Chemical AI workflows routinely represent the same molecule through multiple co-referring identifiers, including trivial names, IUPAC names, and SMILES, implicitly assuming that these representations provide interchan...

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Same molecule, Different Knowledge: Cross-Identifier Binding Failures in LLMs For chemistry

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