Alex Strick van Linschoten • 1/22/2025

Notes on ‘AI Engineering’ (Chip Huyen) chapter 4

This article analyzes Chapter 4 of Chip Huyen's work on AI Engineering, focusing on bridging academic research and production practice in AI system evaluation. It details the concept of Evaluation-Driven Development (EDD) and explores the four pillars of evaluation: domain-specific capability, generation capability, factual consistency, and practical pipeline implementation for real-world AI systems.

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#benchmarking #Model Selection #AI Engineering