LLMS AND THE HARRY POTTER PROBLEM

Summary from the TLDR Founders newsletter

Long-context LLMs may have large context windows, but they still struggle with effectively using the information within those contexts, especially in high-value use cases. This issue can significantly impact accuracy in high-value use cases like analyzing insurance policies or legal cases. Opinionated ontologies and knowledge graphs tailored to specific document categories may be the best current solution until more generalizable approaches are developed.