Beyond sequence similarity: function-aware screening of synthesized DNA
Protein and DNA foundation models add a function-level screening layer that is robust to disguise. An ensemble of ESM-2 and Evo2 7B catches 85.8% of toxins at a 1-in-100 false-alarm rate, complementing, not replacing, the alignment-based policy screens used today.