Deepfake detection may require deepfake creation

The challenge of identifying sophisticated deepfakes, particularly audio ones, is highlighted by a personal experiment. An attempt to trick parents with an AI-generated voice clone failed due to robotic quality and connection issues, indicating current limitations. However, the rapid advancement of deepfake technology suggests that the most effective defense might involve creating similar AI-generated content to train detection systems. This arms race between creation and detection underscores the growing need for robust authentication and verification methods in the digital age.