Evaluation Methodologies (Evals!) in AI Engineering

AI Evaluation is a crucial step in AI Engineering, focusing on mitigating risks and identifying opportunities within AI applications. This topic is explored in Chapter 3 of Chip Huyen's work on AI Engineering, offering new ideas for the learning community. The goal is to enhance understanding and application of evaluation methodologies in AI development.

This report uniquely frames AI evaluation as a risk mitigation and opportunity discovery process, unlike typical discussions that focus solely on performance metrics.