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Fairness in AI emphasizes the equitable cure of individuals, regardless of their demographic qualities. Ethical AI frameworks prioritize the identification and mitigation of biases and ensure that AI devices do not perpetuate or exacerbate existing societal inequalities.The concern will not be if DCAI are going to be essential for our industry, we