18min chapter

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

Building Notion AI: Lessons Learned and Myths Busted with Simon Last, Notion Co-Founder and CTO

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

CHAPTER

Navigating AI Fine-Tuning Challenges

This chapter explores the complexities of fine-tuning AI models, including dataset management and debugging issues. The speaker advocates for in-context learning over traditional fine-tuning for companies not centered on foundation models, emphasizing the need for robust evaluation processes. Additionally, it highlights the evolving skill sets necessary for AI product development and the importance of user trust in AI-generated outputs.

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