Yet, as AI becomes more sophisticated, it gets harder to understand the inner workings of these models making decision making a ‘black box’. To have confidence in the outcomes, it is necessary to know how the algorithm arrived at its recommendations. Yet opening up the black box is difficult and may not always be essential. So, when should you lift the lid, and how?