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Fairness in AI emphasizes the equitable treatment method of individuals, regardless of their demographic properties. Ethical AI frameworks prioritize the identification and mitigation of biases and ensure that AI systems usually do not perpetuate or exacerbate present societal inequalities.This goes against one of many primary structure principles