Episode 52: Why Most LLM Products Break at Retrieval (And How to Fix Them)
Vanishing Gradients
00:00
Navigating Scientific Information Challenges
This chapter addresses the complexities of synthesizing information from scientific papers while collaborating with experts across fields. It critiques traditional retrieval methods and emphasizes the need for more advanced techniques, like knowledge graphs, for improved accuracy. The discussion also highlights the importance of structured approaches and effective evaluations in leveraging large language models for research productivity.
Transcript
Play full episode
