Moreover, they exhibit a counter-intuitive scaling Restrict: their reasoning effort improves with issue complexity nearly some extent, then declines In spite of obtaining an sufficient token price range. By comparing LRMs with their regular LLM counterparts less than equivalent inference compute, we determine 3 performance regimes: (1) very low-complexity https://www.youtube.com/watch?v=snr3is5MTiU