Moreover, they exhibit a counter-intuitive scaling Restrict: their reasoning energy improves with difficulty complexity up to a degree, then declines In spite of owning an satisfactory token spending plan. By comparing LRMs with their common LLM counterparts under equal inference compute, we identify 3 general performance regimes: (1) lower-complexity https://www.youtube.com/watch?v=snr3is5MTiU