Uncovering the Representation Geometry of Minimal Cores in Overcomplete Reasoning Traces

Sanjoy Chowdhury, Dinesh Manocha

Language models often generate long chain-of-thought traces, but it remains unclear how much of this reasoning is necessary for preserving the final prediction. We study this throu…