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Explainable AI

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Explainable AI (XAI) Explainable AI (XAI) refers to the development of artificial intelligence systems that can provide clear and understandable explanations for their decisions or predictions.  The goal is to make AI systems more transparent and interpretable, enabling users to comprehend the rationale behind the machine's actions.  XAI is crucial for building trust, improving accountability, and ensuring ethical use of AI in various applications, especially in sensitive domains where decision-making transparency is essential. Researchers are actively exploring techniques and methods to enhance the explainability of complex AI models.