kausable raises €12M to rethink how AI learns

European AI startup kausable has secured €12 million in seed funding to develop a novel approach to artificial intelligence. The company aims to create reasoning-first frontier AI systems that can adapt to new information without costly, constant retraining, a significant challenge in current AI development. This funding positions kausable as a key player in the European push for digital sovereignty, especially in the critical field of AI. kausable's innovative technology centers on a "world model" designed to imbue AI with causal intuitions, allowing it to learn and adapt much like humans. Unlike traditional AI that requires massive datasets and repeated training cycles, kausable's models are trained once and can learn new tasks from minimal new information. This "reasoning-first" architecture focuses on understanding cause-and-effect relationships directly, enabling more efficient and versatile AI applications across various domains. The substantial seed round was led by German and Belgian investors UVC Partners and Entourage, with participation from established German venture capital firms HTGF and Mätch VC. kausable's backing also includes prominent angel investors from leading AI companies and academia, such as OpenAI, Google DeepMind, and the European Laboratory for Learning and Intelligent Systems (ELLIS). This broad support underscores the significant potential recognized in kausable's approach to revolutionizing AI learning.