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As artificial intelligence (AI) continues to permeate various aspects of our lives, from healthcare to finance and beyond, it brings with it a host of ethical considerations that must be carefully examined and addressed. In the realm of AI, one of the most pressing concerns is ensuring fairness and accountability in machine learning algorithms. This article delves into the ethical considerations surrounding AI and the steps necessary to guarantee fairness and accountability in machine learning. The Bias Challenge One of the foremost ethical concerns in AI is algorithmic bias. Machine learning algorithms, which are often trained on historical data, can…