AI Evaluation and Testing: How to Know When Your Product Works (or Doesn’t)
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
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Navigating AI Product Development
This chapter examines the challenges of developing products using large language models in a business setting, emphasizing the need for tailored software development processes. It explores the importance of rigorous testing, evaluation frameworks, and a data-driven approach to ensure effective AI performance while maintaining user experience. Additionally, the chapter underscores the critical role of domain experts in creating relevant evaluation metrics to guide the development of AI-driven features.
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