Large genome models now output DNA sequences that encode functional viruses targeting bacteria. Researchers previously used these models to mimic complex cell gene structures and create functional proteins. This shift from protein design to full viral genome synthesis allows for more direct manipulation of biochemistry. Practitioners can now generate entire synthetic pathogens.