AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Looking Beyond Single Metrics
Fairness metrics are significant, but they must be assessed within a broader context involving multiple models and rules. Decisions like loan approvals are influenced by an array of models, including default and fraud assessment, rather than relying solely on one model. A comprehensive view of the entire automated decision-making framework is essential for understanding fairness and equity in outcomes.