Google is deploying insect breeding robots and AI software to combat mosquito-borne viruses in Florida. Biologists and engineers are coordinating the release of millions of modified insects to disrupt transmission cycles. This niche application of machine learning demonstrates a shift toward specialized biological hardware. It remains a small-scale experiment in public health.