AI Accountability: Approaches, Affecting Factors, and Challenges

Accountability is one of core ethical principles for artificial intelligence (AI) systems. It is often cited as a must-have property especially in high-stake applications. This survey article investigates AI accountability from different key perspectives for its effective operationalization. Major approaches for achieving accountability are reviewed and typical factors affecting accountability are identified.