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Bias and Fairness: AI algorithms can perpetuate and amplify biases existing while in the data used to teach them, bringing about selections and outputs that discriminate against sure men and women or groups. Addressing algorithmic bias and ensuring the fairness of AI systems can be a significant ethical obstacle.One of several pioneering figures in