The “black box” metaphor stems from the notion that AI systems and machine learning models operate in a manner concealed from human understanding.

Black box algorithms make it very difficult to understand how AIs work, but the situation isn’t quite black and white. The opposite of a black box is sometimes referred to as a glass box .