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⚖️ AI Bias & Fairness Simulator

Watch how imbalanced training data skews an AI classifier's decision boundary against a minority group, then use fairness mitigation to pull it back — with live approval-rate and disparate-impact stats.

AI & Machine Learning3DModerate60 FPS

⚙ Under the hood

Watch how imbalanced training data skews an AI classifier decision boundary against a minority group, then use fairness mitigation to pull it back.

Three.jsAIMachine LearningEthicsFairness

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install