Défis AI Safety & Responsible AI

AI Safety & Responsible AI challenges put you inside the work of making AI systems trustworthy before they ship. You'll build skills in AI ethics, AI bias, and fairness metrics, learning to surface problems through hallucination detection and a working grasp of adversarial concepts.

From there you'll take on the harder edges — adversarial robustness research and red-team operations for foundation models — and translate them into AI governance frameworks anchored in the NIST AI Risk Management Framework and EU AI Act risk classification, the way responsible AI teams actually operate. Each challenge you solve earns a verified credential you can share with recruiters.