AI systems often reflect and amplify the biases present in their training data, leading to increased discrimination against marginalized groups if not properly managed.
Historical hiring data demonstrating a preference for male candidates led to AI systems favoring men, exemplified by Amazon's recruiting tool that penalized resumes with the word 'women'.
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