The ultimate guide to interpretability is here 🔥 Are we actually on the verge of reverse engineering LLMs or is the excitement outpacing what interpretability methods can actually deliver? We put together an illustrated walkthrough of the field, from early vision research to the latest debates about understanding LLMs. The recent viral essay Neural Networks Are Already Clean has ignited long essays and online debates. In this guide, we build the foundation from the ground up starting with…