DLD Conference in Munich

Our gAIn PI Prof. Dr. Gitta Kutyniok had the huge honor to be invited to give a presentation at the DLD Conference 2025 within the BAIOSPHERE track. Her talk was dedicated to the topic of “Next Generation AI Computing”, which is crucial for carrying AI sustainably and reliably into the future.

In particular, she discussed the following items (here is also the video of her talk https://lnkd.in/ddKwTDkM)

• Computing is the heart of modern technology, powering innovation, transforming industries, and shaping the future of our society. Hence, it is important to not only consider AI software, but also discuss hardware aspects.

However, there are major problems with current hardware, in particular:

• Energy/Sustainability Problem
• Reliability Problem
• Computability Problem
• Problem of EU AI Act Compliance

Mathematical considerations point the way to analog computing, which has the enormous potential to be more energy efficient and also more reliable. Intriguing developments in this direction are neuromorphic computing, quantum computing, and biocomputing.

Prof. Dr. Gitta Kutyniok presented the recently started project “Next Generation AI Computing (gAIn)” together with Prof. Dr. Holger Boche (Technical University of Munich), Prof. Dr. Stefanie Speidel (National Center for Tumor Diseases Dresden (NCT/UCC)) and Prof. Dr. Frank Fitzek (Technische Universität Dresden) to develop a comprehensive theory-driven framework for next generation (Green) AI-systems aiming to allow optimally application-adapted (analog) hard-software combinations for provably maximal energy-efficiency and trustworthiness.

As always, we are very grateful to the Bavarian State Ministry of Science and the Arts and the Sächsisches Staatsministerium für Wissenschaft, Kultur und Tourismus for their generous support!

You find more information about the DLD Conference here.