18min chapter

Vanishing Gradients cover image

Episode 27: How to Build Terrible AI Systems

Vanishing Gradients

CHAPTER

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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