Additionally, they show a counter-intuitive scaling limit: their reasoning exertion raises with dilemma complexity approximately a degree, then declines Regardless of acquiring an sufficient token finances. By comparing LRMs with their conventional LLM counterparts underneath equivalent inference compute, we identify 3 overall performance regimes: (1) small-complexity tasks the place https://www.youtube.com/watch?v=snr3is5MTiU