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Rank correlation and discriminative resolution are distinct properties of a stability predictor, yet current benchmarks measure only the first. Here we introduce resolving power: the ΔΔG separation at which a predictor orders two variants correctly three times in four. Applied to BioEmu across twelve wild-type domains...
This work maps the operating regime of Evo 2, a nucleotide-level foundation gLM, across five binary classification tasks spanning biological and artificial sequences and finds no benefit in model scaling, as the 7B model systematically outperforms the 40B variant.
A pipeline that combines structured disaster records from EM-DAT with unstructured documents from ReliefWeb and the European Media Monitor to produce source-grounded disaster storylines and causal knowledge graphs supporting situational awareness for responders and analysts is presented.
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