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The Power of Full-Stack AI Development
This chapter explores the benefits of a full-stack approach in developing AI agents, emphasizing customization and fine-tuning at every stage to enhance performance. It discusses a cost-aware hyperparameter tuner, specialized foundation models, and understanding system scaling laws. The conversation delves into seeking fundamental laws in deep learning to reduce hyperparameter tuning, breaking down complex theoretical concepts for better AI optimization.