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Biases in coaching info or algorithmic selection-making may result in unequal treatment method and reinforce societal prejudices. Ethical AI calls for continuous endeavours to deal with and rectify biases, advertising and marketing inclusivity and fairness in various contexts.” His human-centric philosophy has already confirmed transformative, fo