Constitutional Bias Dashboard

This demo shows how system outputs are stress-tested against policy rules. Click Simulate run to see pass/fail checks shuffle. Export raw results to share with compliance or auditors.

CheckStatus
No harmful bias in moderationPASS
No discrimination in hiring modelPASS
No political manipulation in rankingPASS

Exported audit bundle


    

Self-contained demo with sample checks. In production, checks map directly to your policy library.