https://huyenchip.com//2024/07/25/genai-platform.html Building A Generative AI PlatformChip Huyen7/24/24 “This post outlines the common components of a generative AI platform, what they do, and how they are implemented.”
What I Read: Detecting hallucinations, LLMs, semantic entropy
https://oatml.cs.ox.ac.uk/blog/2024/06/19/detecting_hallucinations_2024.html Detecting hallucinations in large language models using semantic entropySebastian Farquhar, Jannik Kossen, Lorenz Kuhn, Yarin Gal19 Jun 2024 “We show how one can use uncertainty to detect confabulations.”