Florent Delgrange received the Best Blue Sky Paper Award at AAMAS 2026. His research focuses on foundation world models that allow agents to verify and adapt in dynamic environments. This approach moves beyond static training sets. It provides a framework for building more reliable autonomous systems in unpredictable real-world settings.