Michal Valko is the Founding Researcher at a stealth startup, former senior researcher at Inria, and lecturer at MVA / ENS Paris-Saclay. His research focuses on scalable AI systems that require minimal human supervision, deep reinforcement learning, and large-scale model alignment.