In addition, they show a counter-intuitive scaling limit: their reasoning effort and hard work will increase with trouble complexity around some extent, then declines Irrespective of owning an adequate token spending budget. By evaluating LRMs with their standard LLM counterparts underneath equal inference compute, we recognize 3 overall performance https://www.youtube.com/watch?v=snr3is5MTiU