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XAI (Explainable AI) is a sub-domain of Artificial Intelligence (AI) that focuses on providing transparent and understandable explanations of the decisions and actions taken by machine learning models. XAI can be used to evaluate the design and performance of cloud-based systems in terms of scalability, reliability, and security. It can also be used to identify issues in cloud-based systems and highlight areas for improvement, resulting in efficient and effective cloud-based systems.