Interpretable Ai: A Hands-On Introduction
 

Explore mechanistic interpretability techniques for examining and steering language model behavior, with practical exercises and hands-on demonstrations.
Course details
Join instructor Soumya Batra as she outlines a practical, skills-focused approach to coding, equipping you with advanced techniques and strategies to peek inside the proverbial "black box" of language models. Through a series of guided exercises and demos, you'll progress from visualizing basic attention patterns to more advanced scenarios such as implementing cutting-edge methods like sparse autoencoders and steering vectors. This course balances theoretical understanding with hands-on experience, giving you an opportunity to apply these techniques immediately to solve real-world AI development challenges.