Explore the future landscape of AI chip companies in this 28-minute conference talk from MLOps World: Machine Learning in Production. Delve into Tenstorrent's innovative hardware architecture designed to enhance AI workload efficiency and scalability. Learn about the unique grid-based architecture that enables efficient execution of sparse and dense computations, dynamic code generation capabilities, and the potential for massive interconnected networks. Discover how Tenstorrent optimizes power efficiency and performance for advanced machine-learning tasks, and gain insights into why such architectures are crucial for harnessing AI's full potential in driving technological progress. Presented by David Bennett, Chief Customer Officer at Tenstorrent, this talk provides valuable perspectives on the evolving AI chip industry and its implications for the future of machine learning in production environments.