Moreover, they show a counter-intuitive scaling limit: their reasoning effort increases with challenge complexity around a degree, then declines Even with having an suitable token spending budget. By evaluating LRMs with their regular LLM counterparts underneath equivalent inference compute, we discover three functionality regimes: (1) lower-complexity jobs exactly where https://www.youtube.com/watch?v=snr3is5MTiU