Think Shallow, Solve Deep: Controlling Recurrent Dynamics for Reliable Test-Time Depth

Ivan Viakhirev, Kirill Borodin, Amirah Almutairi +3

Recurrent-depth reasoners aim to solve harder problems by iterating their update longer at test time, but additional iterations can improve, preserve, or degrade an answer. We show…