Home▸Computer Science▸AI Ethics & Corporate Responsibility: Fairness and Bias Mitigation Lab

⚖️ AI Ethics & Corporate Responsibility: Fairness and Bias Mitigation Lab

Stream synthetic applicants through a live AI decision gate and watch demographic parity, bias-mitigation strength and an EU AI Act high-risk audit interact in real time.

Computer Science3DModerate60 FPS

Details

CategoryComputer Science

RenderingThree.js · WebGL

DifficultyModerate

Target FPS60

ControlsDecision threshold slider (0-100%) sets the minimum adjusted score the gate accepts; historical data bias slider (0-100%) sets the legacy scoring penalty baked in against Group B; bias mitigation strength slider (0-100%) cancels a fraction of that penalty; EU AI Act audit toggle flags the live demographic parity gap as minimal/limited/high risk; Reset respawns all applicants.

Three.jsAI ethicsfairnessbias mitigationAI governanceEU AI ActInstancedMesh

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⚙ Under the hood

Stream synthetic applicants through a live AI decision gate and watch demographic parity, bias-mitigation strength and an EU AI Act high-risk audit interact in real time.

Three.jsAI ethicsfairnessbias mitigationAI governanceEU AI ActInstancedMesh

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