Deep Learning lets Regulated Industries Refocus on Accuracy

Summary: Count yourself lucky if you're not in one of the regulated industries where regulation requires you to value interpretability over accuracy. This has been a serious financial weight on the economy but innovations in Deep Learning point a way out. As Data Scientists we tend to take as gospel that more accuracy is better. There are some practical limits to this. It may not be profitable to continue to work a model for many days or weeks when the improvement to be had is minor.