Reviewing the Need for Explainable Artificial Intelligence (xAI)

Understand

The diffusion of artificial intelligence (AI) applications in organizations and society has fueled research on explaining AI decisions.

• The explainable AI (xAI) field is rapidly expanding with numerous ways of extracting information and visualizing the output of AI technologies (e.g.
• deep neural networks).
• Yet, we have a limited understanding of how xAI research addresses the need for explainable AI.