Additionally, they exhibit a counter-intuitive scaling limit: their reasoning exertion raises with issue complexity as many as a point, then declines Irrespective of getting an sufficient token spending plan. By comparing LRMs with their regular LLM counterparts underneath equivalent inference compute, we discover a few functionality regimes: (one) reduced-complexity https://www.youtube.com/watch?v=snr3is5MTiU