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Bias and Fairness: AI algorithms can perpetuate and amplify biases current within the data used to train them, resulting in selections and outputs that discriminate against particular men and women or groups. Addressing algorithmic bias and ensuring the fairness of AI systems can be a significant ethical problem.Human intelligence is much from perf