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Bias and Training Data AI Decision Playbooks

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AI Algorithmic Bias Audit — Hiring Tool Playbook

A Fortune 100 company uses an AI-powered resume screening tool that filters 40,000 applicants annually to a pool of 2,000 for human review. An internal data scientist flagged a 22% pass-through rate disparity between male and female applicants for technical roles.

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