This is indeed an amazing technique, and the future capabilities are supposed to be amazing but one can imagine, also frightening.. This was an nice article I read from the Google blog last year,. For those who are interested:
https://research.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html
RE: What Are Neural Networks, Why They Are So Popular And What Problems Can Solve