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AI Compute 101: The Geopolitics of Giant Models

ChinaTalk

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Chip Design and AI Optimization

This chapter explores the relationship between chip design and the compute power necessary for AI algorithms, focusing on the transition from general-purpose CPUs to specialized ASICs and GPUs. It discusses the challenges and trade-offs in chip innovation versus algorithmic progress, including the significance of high-quality data for effective machine learning.

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