Questions about deep learning? • /r/MachineLearning

I am gonna give a talk on introduction to deep learning. I wish to try to answer some elementary / basic questions that a novice in the field might have. I also would like to point out some caveats in DL. So, what questions and topics should I focus on? I shall put your references in my talk too.