AI Ethics & Governance

Responsible AI, bias detection and mitigation, model explainability, AI regulation, and AI risk management frameworks.

Topics

Lessons

EU AI Act, NIST AI RMF, responsible AI frameworks

Guardrails, output filtering, red-teaming, constitutional AI

AI-specific security risks, adversarial attacks, model poisoning

Algorithmic bias detection, fairness metrics, mitigation strategies

SHAP, LIME, attention visualization, model cards