Undergraduate Certificate in AI for Public Policy and Governance
… Systematic error that leads to unfair outcomes for certain groups. Related terms: fairness , discrimination , bias mitigation . Explanation: Bias can arise from skewed training data or flawed model design. Example: An AI hiring tool that favors candidates from a particular university. Practical application: Auditing public‑policy models for equitable impact. Challeng …