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Biases in education knowledge or algorithmic decision-producing may result in unequal therapy and reinforce societal prejudices. Ethical AI demands ongoing endeavours to deal with and rectify biases, marketing inclusivity and fairness in varied contexts.Humanistic AI focuses on the development of AI systems that prioritize human values, needs, and