Formal AI–human arbitration architecture with temporal fairness guarantees for public-sector algorithmic decision-making. Includes the TFAS definition, Temporal Injustice Theorem, and CI/CD deployment gate — EU AI Act Article 14 compliant.
python bpmn petri-nets sysml human-in-the-loop bias-detection algorithmic-fairness audit-logging fairness-ml eu-ai-act public-sector-ai temporal-fairness
-
Updated
Apr 25, 2026 - Python