Research on trustworthy world models for multimodal critical systems, including exploring new machine learning architectures, implementing world models for vision, graph, and tabular data, and evaluating trustworthiness in real-world settings; contribute to both fundamental research and the development of software platforms and demonstrators with industry and public-sector partners.