I am not familiar with the term “Machine Learning”. Might it be another name for artificial intelligence? If so, actuaries can be heavily involved here. We are teaching computers to do more and more work in risk selection, claim administration, and other functions. We are also seeing more insurance sales occur on the internet with no human involved. Actuaries need to be heavily involved in this area. Otherwise it could really go off track!!