Additionally, they show a counter-intuitive scaling limit: their reasoning effort will increase with difficulty complexity as many as a point, then declines Inspite of owning an satisfactory token price range. By evaluating LRMs with their regular LLM counterparts beneath equal inference compute, we recognize a few performance regimes: (one) https://www.youtube.com/watch?v=snr3is5MTiU