The Haze in Deep Learning

Deep learning has been picked up by the hype in a lot of, I think, dangerous ways. The only thing I'll say is that my approach to doing machine learning is that I like to treat this more like a natural science. We have these interesting machines, creatures, however you want to describe them. And one way of coming out them is to run lots of experiments and try to propose hypotheses.