Also, they exhibit a counter-intuitive scaling Restrict: their reasoning hard work increases with dilemma complexity as much as some extent, then declines despite obtaining an adequate token spending plan. By comparing LRMs with their common LLM counterparts under equivalent inference compute, we establish three effectiveness regimes: (one) very low-complexity https://www.youtube.com/watch?v=snr3is5MTiU