Uncovering Bias in Foundation Models: Impact, Testing, Harm, and Mitigation

Shuzhou Sun, Li Liu, Yongxiang Liu +4

Bias in Foundation Models (FMs) - trained on vast datasets spanning societal and historical knowledge - poses significant challenges for fairness and equity across fields such as h…