The successful PhD candidate will do research on Large Language and Reasoning Models (LLMs/LRMs), with a focus on interpretability and steerability of their behavior. A particular focus of the thesis will be on the design and monitoring of collective systems populated by AI generative agents, and on improving their theory of mind, lifelong learning and social interaction abilities.