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The Future of AI Chips: Design and Scaling Challenges
This chapter explores the evolving landscape of LLM chips and their significance for advancements in artificial intelligence, emphasizing the scaling hypothesis and the transformer architecture. It highlights the complexities of chip design tailored to various AI methodologies while discussing the financial demands and timelines involved in launching new chip technologies. Furthermore, the chapter analyzes the competitive landscape of chip manufacturing, performance metrics, and the impact of demand forecasting on the semiconductor industry.