Day 22: Autonomous Systems Auditing

🎯 Cieľ dňa

Pochopiť regulačný landscape (EU AI Act), implementovať bias detection a fairness metriky pre AI systémy.

theory core

Interaktívny tool: klasifikuj svoj AI systém podľa EU AI Act risk tiers.

Compliance requirements, deadlines (Aug 2 2026 pre high-risk), business risks.

Mapping AI modelov na risk tiers. Timeline key deadlines.

Medzinárodný štandard: AI governance framework. Control catalog, compliance matrix.

EU AI Act Risk Tiers — Unacceptable (banned) → High-risk (strict rules) → Limited → Minimal. Aug 2026 deadline pre high-risk.

Bias Detection — Demographic parity, equalized odds, calibration. Meria fairness naprieč protected groups.

Audit Framework — Control catalog, compliance matrix, risk register. ISO/IEC 42001 ako operational framework.

Conformity Assessment — Formal assessment od Notified Bodies pre high-risk AI. Povinné od Aug 2026.

Audituj existujúci AI systém pre EU AI Act compliance.