AI Model Performance and Efficiency

This chapter examines the comparative efficiency of the Lama 3 model and DeepSeek version 3 in code generation, noting that DeepSeek V3 outperforms Lama 3 while using fewer GPU hours. The discussion highlights the paradox of resource limitations in AI model production, particularly in China, and how these constraints may lead to enhanced development efficiencies. Additionally, the chapter explores the evolving landscape of affordable AI models, their implications for commercial applications, and the potential for increased integration of AI agents into user workflows.