We have reached a point in technology, where it is possible to create anything, make anyone say anything in a high-resolution video. Till now, this was done in movies using the long and complicated process of CGI. But now it is possible for anyone to do it in a matter of minutes sitting at home thanks to advancements in artificial intelligence. I explain machine learning and neural networks in brief here apart from explaining how this Artificial intelligence generated synthetic videos can be created. I also discuss the implications of this technology along with solutions on how we can counter it.