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Kai-Yuan Lu

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#machine learning Preprint Oct 2026

Reasoning or Just Prompting? Probing the Mechanism of Latent Chemical Reasoning

Latent reasoning performs intermediate computation in continuous space rather than through explicit tokens, which is particularly appealing in chemistry, where errors in explicit reasoning can propagate to the final answer. Yet if latent states truly constitute an implicit reasoning chain, they should be causally impor...

Kai-Yuan Lu, Jia-Tong Li, Ya-Tao Bian · 0 citations

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