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Fairness in AI emphasizes the equitable procedure of individuals, irrespective of their demographic features. Ethical AI frameworks prioritize the identification and mitigation of biases and be certain that AI techniques tend not to perpetuate or exacerbate existing societal inequalities.Knowledge-Centric AI is a program that focuses on knowledge i