Evaluating and improving AI agents for sequencing protocol understanding
LibStructBench is introduced, a document-grounded benchmark for reconstructing sequencing-library structures and molecular workflows and shows that frontier agents often produce approximately correct reconstructions but remain unreliable at exact reconstruction, particularly in molecular-state representation and workfl...
Chi-Lam Poon, Michael Goneos, Zezheng Song et al.
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