as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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explain one of the ethical considerations for machine learning models.
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one of the ethical considerations for machine learning models is the potential for bias. machine learning algorithms may be trained on biased data sets, leading to predictive models that contain incorrect assumptions or stereotypes. this could lead to discrimination or unfair decisions in the applications of machine learning models.
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