Furthermore, they show a counter-intuitive scaling limit: their reasoning effort and hard work will increase with issue complexity approximately a point, then declines Inspite of acquiring an enough token price range. By evaluating LRMs with their regular LLM counterparts underneath equal inference compute, we discover three performance regimes: (1) https://www.youtube.com/watch?v=snr3is5MTiU