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The rapid evolution of intelligent software-defined systems is pushing chip design into a new era of physical AI, where complexity outpaces traditional engineering methods. Synopsys' senior vice president Prith Banerjee highlights that modern chip design has become one of the most challenging tasks,

This article explores the co-design approach for large language models (LLMs) in the AI domain, emphasizing how model design can be aligned with hardware characteristics to enhance overall performance. It highlights that AI performance is determined by three key dimensions: accuracy, throughput, and