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🧪 Bias Reduction Simulation: Protected Attribute Node

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

Adjust fairness, bias, parity, equality and mitigation levels in an AI fairness network diagram. The Protected Attribute slider, previously not connected to anything on screen, now drives its own node in the network with a visible connection and level indicator.

AI FairnessBias Mitigation

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