Furthermore, they show a counter-intuitive scaling limit: their reasoning effort and hard work raises with trouble complexity up to some extent, then declines Regardless of getting an suitable token funds. By evaluating LRMs with their common LLM counterparts under equivalent inference compute, we detect three general performance regimes: (1) https://www.youtube.com/watch?v=snr3is5MTiU