11min chapter

The Data Exchange with Ben Lorica cover image

Leveling Up: Tools and Techniques to Make AI Development More Accessible

The Data Exchange with Ben Lorica

CHAPTER

The Importance of Proper Tools for AI Development

This chapter emphasizes the significance of having the right tools for AI development, such as version control and diagnostics. It discusses the common problem of data pipeline issues causing model breaks and the need for tools that minimize the mean time to recovery. The speakers also address prompt injection, emphasize the basics of version controlling prompts and model settings, and suggest running CI/CD tests regularly.

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