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🧪 Algorithmic Bias Simulation: Bias Assessment

Advanced algorithmic bias simulation with bias detection, bias mitigation, bias analysis, and interactive bias testing for understanding algorithmic bias and developing fair algorithms.

Physics & Mechanics2DModerate60 FPS

⚙ Under the hood

This simulation allows users to investigate how biases can be introduced into algorithms through manipulated parameters like demographic parity, equal opportunity, and calibration. By adjusting these settings, you can observe the resulting impact on both fairness metrics and overall accuracy, providing a hands-on understanding of algorithmic bias.

Algorithmic BiasFairness AI

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