Summary of Chip Huyen’s AI Engineering

Get the Summary of Chip Huyen’s AI Engineering in 20 minutes. AI Engineering (2024) explores the rapidly evolving discipline of building applications atop the powerful, pre-trained models that define the AI landscape. Computer scientist Chip Huyen explains how AI engineering differs from traditional machine learning, outlines the modern AI stack, and highlights the growing importance of evaluating open-ended systems, including AI-as-a-judge methods. She offers guidance on choosing models, data, and metrics, and details key techniques like prompting, RAG, fine-tuning, and agents. Readers will also learn how to handle real-world challenges such as cost and latency while building effective AI applications...

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E-bog: 21. april 2026