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🧪 AI Fairness Simulator: Demographic Parity & Simulation Speed

Advanced AI fairness simulation with AI fairness, bias mitigation, fairness metrics, and interactive fairness analysis for understanding AI fairness principles.

Physics & Mechanics2DModerate60 FPS📱 Mobile-adapted

⚙ Under the hood

Experiment with demographic parity, equalized odds, and individual fairness constraints to understand how they shape a machine learning model's bias profile, now with a simulation speed control to speed up or slow down the metric evolution.

AI FairnessBias Mitigation

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install