Furthermore, they exhibit a counter-intuitive scaling Restrict: their reasoning energy raises with trouble complexity up to a degree, then declines Inspite of having an satisfactory token spending budget. By evaluating LRMs with their common LLM counterparts underneath equivalent inference compute, we identify 3 efficiency regimes: (1) lower-complexity duties the https://www.youtube.com/watch?v=snr3is5MTiU