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Biases in schooling knowledge or algorithmic decision-building can lead to unequal cure and reinforce societal prejudices. Ethical AI requires constant efforts to address and rectify biases, advertising inclusivity and fairness in various contexts.Governments and organizations recognize the necessity of ethical AI, with frameworks like OpenAI Codex