The proliferation of realistic deepfakes presents a significant threat to trust across various sectors, from news to the arts. Novel AI detection technologies are rapidly being deployed to counteract this challenge, aiming to separate genuine content from artificial creations. These systems often utilize complex algorithms to assess subtle inconsis