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Episode 27: How to Build Terrible AI Systems

Vanishing Gradients

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Utilizing Language Model Systems in Private Equity Firms

This chapter explores the use of Language Model Systems (LLMs) to automate report generation for private equity firms, streamlining decision-making processes. It discusses the trade-offs between compute and latency and how compressing context can enhance efficiency in high-stake tasks. The chapter also delves into the application of AI systems in industries like construction and sales, emphasizing the importance of domain expertise in consulting for businesses.

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