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Advancements in AI Search and Model Optimization
This chapter explores significant advancements in AI, particularly focusing on Audible's AI-powered search feature called Maven and its applications in the audiobook landscape. It discusses strategies for optimizing large language models through techniques like best of n sampling and weight pruning, highlighting their potential benefits and challenges. Additionally, the chapter delves into the implications of recent research on enhancing AI performance while addressing the complexities and uncertainties surrounding these evolving technologies.