Scientists can now shape viral evolution by designing antibody cocktails that suppress dangerous mutations before they emerge, flipping traditional reactive approaches. The method combines molecular biophysics with population-level evolution modeling, tested successfully on murine norovirus and applied to SARS-CoV-2 variants.