In defense of skepticism about deep learning – Gary Marcus 

In a recent appraisal of deep learning (Marcus, 2018) I outlined ten challenges for deep learning, and suggested that deep learning by itself, although useful, was unlikely to lead on its own to artificial general intelligence. I suggested instead the deep learning be viewed “not as a universal solvent, but simply as one tool among many.”

Source: In defense of skepticism about deep learning – Gary Marcus – Medium