In addition, they show a counter-intuitive scaling limit: their reasoning energy will increase with trouble complexity up to some extent, then declines In spite of getting an suitable token price range. By comparing LRMs with their typical LLM counterparts below equal inference compute, we determine three functionality regimes: (one) https://www.youtube.com/watch?v=snr3is5MTiU