I think it depends on the student and researcher. I would agree that most are implementing ANNs to "brute force" around existing fundamental problems - but to me that's as much a solution as doing it another way - I'm not sure it's worth the effort to do it otherwise. Maybe some efficiencies, but I think getting towards are more generalizable ANN based machine vision system outweighs the negatives.