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Artificial Intelligence (AI) has revolutionized industries, from healthcare to finance, improving efficiencies and solving complex problems. However, as AI systems are integrated into decision-making processes, a critical issue emerges: AI bias. Understanding AI bias, its implications, and ways to address it is crucial for ensuring fairness, transp