A new monitoring system uses computer vision to detect gray whales in San Francisco Bay. The AI sends real-time alerts to boat captains to prevent lethal ship strikes. This deployment tests whether automated detection reduces marine mammal mortality. Practitioners can view it as a niche application of real-time object detection for environmental conservation.