Explainable AI in brief...
Explainable AI (XAI) interprets the decisions, actions, and recommendations of AI systems to users.
Openness in understanding decision making process in deep learning and neural networks is hard for the users has led to XAI.
Transparency of a model is essential for fostering adoption, accountability, and trust in AI systems, particularly in vital industries like criminal justice, healthcare, and finance.