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Bias and Fairness: AI algorithms can perpetuate and amplify biases present within the data used to coach them, resulting in choices and outputs that discriminate against specified persons or groups. Addressing algorithmic bias and ensuring the fairness of AI systems can be a vital ethical obstacle.In 2023, the UK government published a report which