Understanding mesa-optimization using toy models
Overview * Solving the problem of mesa-optimization would probably be easier if we understood how models do search internally * We are training GPT-type models on the toy task of solving mazes and studying them in both a mechanistic interpretability and behavioral context. * This post lays out our model...