Also, they exhibit a counter-intuitive scaling Restrict: their reasoning effort improves with trouble complexity approximately a degree, then declines Even with having an ample token budget. By comparing LRMs with their normal LLM counterparts beneath equivalent inference compute, we identify three efficiency regimes: (1) reduced-complexity duties the place standard https://www.youtube.com/watch?v=snr3is5MTiU