
The familiar face of a public figure appears on your screen delivering a shocking statement, yet a strange, almost imperceptible dissonance makes you hesitate before hitting the share button. This instinctual pause—the feeling that something is fundamentally wrong despite the visual evidence—represents the first and most critical line of defense in an information ecosystem increasingly saturated with sophisticated, AI-generated fabrications.










