The Drawbacks of Deep Learning

The drawback when you use deep learning is that we don't fully understand why they ar weo pickedin ae. Would it be possible to essentially run this backwards and have it generate the idealized, most beautiful scene that it can think of? Well, ideally, that would be amazing. I know there was a team that did attempt to do this. Thereas a teame behind good city life. And they create, and, ow got them called face lif but nothing to do with faces. But they were about taking an image of a street and trying to see if you can generate the more beautiful version of that street.