Furthermore, they exhibit a counter-intuitive scaling limit: their reasoning hard work boosts with difficulty complexity as much as a point, then declines Irrespective of getting an suitable token price range. By evaluating LRMs with their regular LLM counterparts underneath equal inference compute, we recognize a few performance regimes: (one) https://www.youtube.com/watch?v=snr3is5MTiU