AAIR: Advanced in AI Risk

Representative and inclusive training data reduces the risk that a credit-scoring model systematically disadvantages demographic groups that were underrepresented in its historical data. Defining explicit inclusivity goals and expanding the data sources directly addresses the underlying representation bias.