In addition, they show a counter-intuitive scaling limit: their reasoning exertion raises with challenge complexity as much as a degree, then declines Regardless of acquiring an sufficient token finances. By comparing LRMs with their standard LLM counterparts beneath equivalent inference compute, we discover a few functionality regimes: (one) minimal-complexity https://www.youtube.com/watch?v=snr3is5MTiU