In addition, they exhibit a counter-intuitive scaling Restrict: their reasoning work boosts with issue complexity as many as a point, then declines Irrespective of obtaining an adequate token spending plan. By comparing LRMs with their conventional LLM counterparts below equal inference compute, we discover a few efficiency regimes: (one) https://www.youtube.com/watch?v=snr3is5MTiU