The USDA is integrating AI with genetically engineered male-only flies to halt screwworm infestations. This technical pivot enhances the production of sterile insects used to crash wild populations. It represents a niche application of precision biology and machine learning. Practitioners in agricultural tech can expect more automated biological control systems in pest management.