Furthermore, they show a counter-intuitive scaling limit: their reasoning exertion raises with issue complexity as many as some extent, then declines despite obtaining an adequate token funds. By evaluating LRMs with their regular LLM counterparts underneath equivalent inference compute, we establish three functionality regimes: (one) low-complexity duties where by https://www.youtube.com/watch?v=snr3is5MTiU