Moreover, they exhibit a counter-intuitive scaling limit: their reasoning effort and hard work raises with trouble complexity as many as a degree, then declines despite possessing an adequate token finances. By comparing LRMs with their regular LLM counterparts under equal inference compute, we determine three effectiveness regimes: (one) lower-complexity https://www.youtube.com/watch?v=snr3is5MTiU