Sai Sumedh R. Hindupur

When Models Don't Manipulate Manifolds: The Geometry of a Comparison Task

One of the current premises of mechanistic interpretability research is that detailed accounts of the geometry of neural network representations can tell us how models perform computations, and how to effectively intervene on them. While low dimensional manifolds have been observed for multiple concepts in the literatu...