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Emily M. Layton

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#small language model Open access Sep 2026

The phage stress test: a proving ground for genome language models in biological prediction

Phages are introduced as a tractable proving ground for stress-testing GLMs against experimentally grounded genotype-to-phenotype tasks and provide a durable framework for identifying what data and model ingredients are required for biologically reliable prediction.

Emily M. Layton, Michael L. Bernauer, Laura D. Weinstock et al. · 0 citations

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