This seems like the beginnings of the plot of an anime I'd want to watch. Season two would probably start with the developer's getting complacent and a Chinese AI entering the scene.
Really hope to see one machine against another. In future we'd probably have game tournament of AI machines. Example my tensorflow-build machine against your openai-build machine in a StarCraft game.
There's a pretty interesting Starcraft AI tournament going on right now actually, though I'm not certain whether any of the bots are using deep learning techniques: http://sscaitournament.com/