One of the largest and current trends in analytics is in the field of machine learning, particularly in neural networks and deep learning. But what we haven’t seen, yet, is this type of method making big, one-off decisions — the decisions that have to be made at executive level in business, in government, and elsewhere. In this interview, James McDermott discusses his research in this area.