Axel Kloth's Talk At AI Infra Summit

Axel Kloth discusses the challenges and innovations in computational infrastructure for AI. He highlights the massive demand for computational power, especially with AI models, and emphasizes the need for efficiency without excessive energy consumption. Kloth explains the complexity of defining AI, likening it to the difficulty of understanding human intelligence. He explores how current computing models, particularly GPUs, are limited by issues such as memory contention and lack of scalability. To address these, Kloth introduces a new processor architecture that features fully interconnected CPUs and accelerators, enhancing speed, efficiency, and scalability while minimizing energy use. This approach aims to provide a solution that meets the growing computational demands of AI without the need for extensive energy resources like nuclear power plants.