Moreover, they exhibit a counter-intuitive scaling Restrict: their reasoning hard work will increase with issue complexity nearly a point, then declines In spite of owning an ample token budget. By comparing LRMs with their normal LLM counterparts underneath equivalent inference compute, we detect 3 performance regimes: (1) very low-complexity https://www.youtube.com/watch?v=snr3is5MTiU