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Biases in education facts or algorithmic selection-generating may end up in unequal procedure and reinforce societal prejudices. Ethical AI demands constant attempts to deal with and rectify biases, selling inclusivity and fairness in diverse contexts.” His human-centric philosophy has already confirmed transformative, fostering an setting where