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In today's data-driven landscape, artificial intelligence systems are increasingly deployed in critical decision-making processes. However, the black box nature of these algorithms often leaves stakeholders confused about the reasoning behind AI-generated outcomes. This lack of explainability can obstruct trust and implementation of AI technologies