Research for a more sensible AI

An interview with Professor Kristian Kersting and Professor Markus Rohrbach, co-speakers of the RAI cluster project

2024/10/01

The research initiative „Reasonable Artificial Intelligence’ (RAI) is one of three projects involving TU Darmstadt that are in the running for a Cluster of Excellence. Professor Kersting and Professor Rohrbach give an insight into their research – and explain who could benefit from it in the future. Part two of a three-part video series on TU Darmstadt's Cluster of Excellence applications.

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The planned Cluster of Excellence RAI under the leadership of the Technical University of Darmstadt is dedicated to the development of a new generation of AI systems based on the rational use of resources, data protection and continuous improvement. With four research areas, multidisciplinary teams are working on shaping the future of AI. Over the past decade, deep learning has enabled significant advances in artificial intelligence. Nevertheless, current AI systems have weaknesses, including a lack of logical reasoning, difficulties in dealing with new situations and the need for continuous adaptation. Last but not least, current AI systems require extensive resources. The Cluster of Excellence project “Reasonable Artificial Intelligence” therefore aims to develop the next generation of AI, “Reasonable Artificial Intelligence” (RAI).

About the excellence strategy of the federal and state governments

To further strengthen the international competitiveness of research at German universities, the federal and state governments have established the Excellence Strategy as a funding programme . The key objective of the Excellence Strategy is to strengthen top-level research in areas that are internationally competitive, to institutionally strengthen German universities, and to advance the development of the German higher education system.

To this end, the Excellence Strategy comprises two separate but intertwined funding lines. The “Clusters of Excellence” funding line, coordinated by the German Research Foundation (Deutsche Forschungsgemeinschaft – DFG) provides project-based funding for internationally competitive research areas at German universities. The “Universities of Excellence” funding line, coordinated by the German Science and Humanities Council (Wissenschaftsrat – WR), is designed to fund institutional strategies that promise to strengthen universities as a whole and create outstanding framework conditions for excellent research.