Explore the future of AI processing and software development in this 44-minute conference talk from MLOps World: Machine Learning in Production. Discover why traditional approaches to GPU-based computing may not be sufficient for meeting the growing computational demands of machine learning. Learn about the factors driving increased computation volume and gain insights into more efficient processing strategies. Examine the need for a paradigm shift in software development to address these challenges and optimize AI workloads. Gain valuable perspectives from Eric Duffy, Director at Tenstorrent, who brings 15 years of experience in AI across various industries, including computer vision, fintech, and international technology consulting.