The "Next Generation AI-Computing (gAIn)" project aims to address key challenges in AI deployment - energy efficiency, predictability, reliability, and regulatory compliance - through the development of novel AI hardware and software concepts ( https://www.futurecomputing.ai/ ). Goals include significantly reducing the energy footprint of AI applications while achieving algorithmic transparency and satisfying legal requirements such as the "right to explanation." The research department “Transl…