The push for explainable AI

While organizations are ultimately legally responsible for the ways their products, including algorithms, behave, many encounter what is known as the “black box” problem: situations where the decisions made by a machine learning algorithm become more opaque to human managers over time as it takes in more data and makes increasingly complex inferences. More...