Reasoning Models Don't Just Think Longer, They Move Differently

Anders Gjølbye, Lars Kai Hansen, Sanmi Koyejo

Reasoning-trained language models often spend more tokens on harder problems, but longer chains of thought do not show whether a model is merely computing for more steps or followi…