The biosecurity implications of AI-designed viral genomes raise serious concerns about potential misuse for bioweapons development. While researchers excluded human viruses from training data, the same techniques could theoretically be applied to dangerous pathogens like HIV or coronavirus, which have similar genome sizes to the bacteriophages created. The ability to generate novel viral variants with enhanced infectivity represents an unprecedented capability that could lower barriers to biological weapons creation if applied maliciously.