The EU AI Act and Mitigating Bias in Automated Decisioning with Peter van der Putten - #699
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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.
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