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Biases in education data or algorithmic decision-producing may lead to unequal treatment method and reinforce societal prejudices. Ethical AI calls for continuous initiatives to deal with and rectify biases, promoting inclusivity and fairness in diverse contexts.It generates an ecosystem that isn't only successful but will also comfy and conducive