Prof Frank Harrell Jr gave the following talk discussing controversies in prediction modeling, considering statistical methods and machine learning (talk starts at 4 mins 25 secs)

Prof Gary Collins gave a talk entitled "Clinical prediction models: a field in crisis", in which he outlines concerns about the quality and methodological standards of current prediction model research. It can be viewed here.

Controversies in prediction modeling