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A company develops a generative AI tool to help gcp video

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Full Certification Question

A company develops a generative AI tool to help recruiters screen resumes. After deployment, an audit reveals that the tool disproportionately flags candidates from certain demographic groups as "less suitable," even when their qualifications are comparable. The training data primarily consisted of historical hiring data from an industry known for underrepresentation of these groups. What is the most likely issue causing this undesirable outcome?