While I can definitely see the value of black box models in engineering and commercial applications (including clinical ones), I am quite troubled by the new hy

While I can definitely see the value of black box models in engineering and commercial applications (including clinical ones), I am quite troubled by the new hype of applying to deep learning to so many basic scientific problems. The 'deep' models do not tend to result in deeper insights - which idealistically ought to be the goal.