Not Rex: Robots will soon be replicating themselves. What could go wrong?

Last week Google CEO Sundar Pichai broke news that could shift the course of humanity. Pichai was really excited about automating their state-of-the-art database, AutoML, which will use artificial intelligence to create more artificial intelligence… which is robots making robots and a lot of AI. What could possibly go wrong?