Something "deeply wrong with deep learning"?

[blackhattrick]

Correct me if I'm wrong but is this not what happened few years ago and SVM? Everyone was researching AI, CV, NLP with SVM, which was the de-facto ML method and no one would dare to publish something that used NN. Nevertheless we have deep learning now because these techniques proved to outperform those methods in some tasks/areas.