Why Your AI Product Needs Evals with Hamel Husain and Swyx
High Agency: The Podcast for AI Builders
Evaluating Language Models: Challenges and Insights
This chapter explores the complexities of evaluating language models (LMs) and the associated challenges faced by machine learning engineers. It discusses various evaluation methods, the balance between AI and human oversight, and the importance of understanding client needs in AI development. The conversation emphasizes the need for thoughtful integration of AI into workflows to avoid superficial solutions and achieve impactful results.
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