Bethge Lab

The Bethge Lab is an AI research group at the University of Tübingen, led by Matthias Bethge, at the forefront of Neuro AI — a field that bridges machine learning and neuroscience to understand and build systems capable of autonomous lifelong learning. Their research focuses on developing agentic AI systems that can learn, adapt, and generalize over time, mirroring the flexibility of human cognition. The lab's approach is deeply data-centric, emphasizing open-ended evaluation, scalable compositional learning, and multi-modal foundation models designed for rapid knowledge retrieval, reuse, and integration. Research topics include language model agents, brain representations, attention mechanisms, open-ended model evaluation, and the emerging field of AI sciencepreneurship.