The swift proliferation of AI-generated visuals – often termed "deepfakes" – presents a major threat to credibility in virtual information. Breaking news detail increasingly sophisticated methods allowing deceptive actors to produce seemingly real depictions of persons, occurrences, and locations. This phenomenon has sparked a global debate sur