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Intro
This chapter explores the challenges AI builders encounter when moving from demonstration models to functional systems in real-world scenarios. It emphasizes the necessity of a sound evaluation program and introduces a four-week course aimed at enhancing AI application effectiveness through rigorous evaluation strategies.