Neural nets that learn how to communicate secretly

Google researchers built neural networks (i.e. core components of AI systems) that learned, on their own, how to keep their communication secret. Seems reasonable: Why would AI systems want their conversations overheard by spy agencies any more than anyone else? http://www.pcmag.com/news/349154/google-researchers-create-ai-that-builds-its-own-encryption