An AI-generated attack ad targeting Lt. Governor Peggy Flanagan has sparked controversy in her U.S. Senate race. The clip uses synthetic media to mislead voters. This incident highlights the struggle for election officials to regulate deepfakes in real-time. Practitioners must now prioritize rapid verification tools to counter deceptive political content.