Furthermore, they exhibit a counter-intuitive scaling limit: their reasoning exertion raises with challenge complexity around a degree, then declines Even with possessing an suitable token price range. By evaluating LRMs with their regular LLM counterparts underneath equivalent inference compute, we recognize a few general performance regimes: (1) lower-complexity responsibilities https://www.youtube.com/watch?v=snr3is5MTiU