A Super Bowl commercial framed AI-powered neighborhood surveillance as an act of compassion — helping reunite lost dogs with their families. But beneath the emotional storytelling lies a deeper ethical question: when does feel-good technology become normalized surveillance, and who gets a say in its expansion?