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Explainable Artificial Intelligence (XAI) is a paradigm within the field of AI that focuses on creating systems capable of providing understandable explanations for their decisions and actions. This is important for transparency and trustworthiness in AI, especially in applications where decisions impact human lives. However, achieving transparency in AI is challenging due to the complexity of modern algorithms and proprietary algorithms developed by tech giants. XAI plays a crucial role in addressing ethical concerns in AI.