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21min chapter
Why Your AI Product Needs Evals with Hamel Husain and Swyx
High Agency: The Podcast for AI Builders
Evaluating AI Products: Navigating Complexity
This chapter examines the challenges of evaluating AI products, emphasizing the need for effective metrics and error analysis. It discusses the evolving roles of software engineers in AI and the importance of integrating software engineering skills with machine learning practices. Practical advice is provided on using synthetic data for validation and optimizing evaluation processes through structured testing and data-driven insights.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode