Can MLPs be more accurate than the methods they are trained on? Yes: method-transferable MLPs combined with known quantum-chemical method hierarchies can overturn this apparent limit. Our preprint: arxiv.org/abs/2610.18027 #compchem #mlchem

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Data-Driven Discovery of Boronic Acid Catalysts for Amidation Reactions ( @chemrxiv.org ): doi.org/10.26434/che... ( @schnitzerlab.bsky.social ).

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Can the LLM-based AI agents that are supposed to be able to help with scientific research distinguish real work from pseudoscience, from fraud, or from long-discredited retracted starting papers? Take a guess.

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Stop putting off that thing you wanted to do

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