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🧪 AI Fairness Simulation: Bias Detection & Control

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

Physics & Mechanics2DModerate60 FPS

⚙ Under the hood

This simulation allows you to experiment with various fairness metrics like Parity, Odds, and Individual Fairness to understand how they impact the outcomes of a machine learning model. By adjusting these parameters, you can observe and mitigate biases present in AI systems, moving beyond simple accuracy assessments.

AI FairnessBias Mitigation

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