Comment by natalyarostova

I think part of the problem is that the upper bound on neural nets, as far as we can tell, might very well be general intelligence, and things like self-driving cars, and other nearly magical use-cases that seem within reach. Whereas tree based models, for a series of reasons, many related to scaling, don't offer that feeling of limitless potential.