AlgoFair: Algorithmic Fairness in HR & Lending

Simulation where participants navigate algorithmic fairness trade-offs as Head of AI at Equitas Financial, a Latin American lending company. Across 5 rounds, learners audit bias, select fairness metrics, manage unintended consequences, defend regulatory investigations, and design governance frameworks — confronting the impossibility of achieving all fairness definitions simultaneously.