Moreover, they show a counter-intuitive scaling Restrict: their reasoning energy increases with dilemma complexity as much as some extent, then declines despite owning an ample token budget. By comparing LRMs with their typical LLM counterparts under equivalent inference compute, we establish three functionality regimes: (one) low-complexity duties wherever standard https://www.youtube.com/watch?v=snr3is5MTiU