In this 25-minute conference talk from DSC EUROPE 24, Thomas Kitzler explores the critical elements of high-performance AI computing infrastructure and its sustainable future. Trace the remarkable evolution of AI computing capabilities from the 2012 Titan supercomputer to the 2024 GB200 systems, with emphasis on significant advancements in performance and efficiency. Discover AMBER's forward-thinking vision for the AI factory of the future through their aiterra "Sustainable Metal Cloud" initiative. Learn how this project aims to establish environmentally responsible AI computing infrastructure using immersion cooling technology across Germany and Europe, representing an innovative approach to ensuring the long-term sustainability of AI advancements. The presentation was delivered on November 21st at DSC EUROPE 24 in Belgrade.