10min chapter

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow cover image

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

CHAPTER

Navigating AI Development Challenges

This chapter explores the complexities of transitioning from a product-oriented to a platform team in AI development, emphasizing shared infrastructure and collaboration. It discusses the intricacies of evaluating AI products, managing data privacy, and the importance of systematic testing. Key insights include the role of structured evaluation techniques and the challenges of handling unexpected outcomes in AI technologies.

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