Interpretable-by-design machine learning

Bolting readable concepts onto a black-box driving planner helped safety drivers predict its behaviour

The MIT and Motional method, published in Nature, routes a pretrained planner's final decision through concepts a person can read, which is how the team claims faithful explanations and unchanged driving at once.