Learn about the intersection of High Performance Computing (HPC) and Artificial Intelligence in this comprehensive lecture presented by David Bader at the APS Physics Special Interest Group. Explore how HPC technologies and methodologies are being leveraged to accelerate AI applications and advance the field of machine learning. Gain insights into the technical challenges, solutions, and future directions of combining these two powerful computing paradigms to achieve breakthrough performance in AI systems. Discover the latest developments in hardware architectures, parallel processing techniques, and optimization strategies that are enabling faster and more efficient AI model training and inference.