The use of Generative Adversarial Networks (GANs) to improve deepfakes is something that worried everyone we spoke to. GANs use two AI engines, a generator and a responder to make fake output more convincing. The generator creates media, the responder tries to spot manufactured content, and the two continue this process to improve the realism of the output.