Black box AI is any artificial intelligence system whose inputs and operations are not visible to the user or another interested party. A black box, in a general sense, is an impenetrable system. Deep learning modeling is typically conducted through black box development: The algorithm takes millions of data points as inputs and correlates specific data features to produce an output. That process is largely self-directed and is generally difficult for data scientists, programmers and users to interpret. When the workings of software used for important operations and processes within an organization cannot easily be viewed or understood, errors can go unnoticed until they […]
