The growing spread of AI-generated visuals – often termed "deepfakes" – presents a major problem to trust in digital information. Breaking news detail ever more sophisticated techniques allowing malicious actors to fabricate seemingly authentic depictions of individuals, events, and places. This phenomenon has sparked a worldwide debate surroun