19min chapter

Deployed: The AI Product Podcast cover image

Insights from Building AI Systems At Google Scale: In Conversation With Kyle Nesbit

Deployed: The AI Product Podcast

CHAPTER

Navigating AI Development: Challenges and Innovations

This chapter explores the dual challenges and breakthroughs in machine learning, comparing drug discovery with AI advancements. It emphasizes the critical need for guardrails in deploying large language models (LLMs) and discusses exciting techniques like reinforcement learning. Furthermore, it highlights the importance of user interaction and supportive tech environments in enhancing AI models while addressing the complexities of integrating sophisticated machine learning applications within organizations.

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