Additionally, they exhibit a counter-intuitive scaling Restrict: their reasoning work raises with trouble complexity approximately a degree, then declines Even with having an ample token budget. By comparing LRMs with their typical LLM counterparts underneath equivalent inference compute, we identify a few effectiveness regimes: (one) lower-complexity duties where by https://www.youtube.com/watch?v=snr3is5MTiU