Additionally, they exhibit a counter-intuitive scaling limit: their reasoning work improves with dilemma complexity up to some extent, then declines Regardless of having an adequate token spending plan. By comparing LRMs with their conventional LLM counterparts below equal inference compute, we recognize three general performance regimes: (1) low-complexity responsibilities https://www.youtube.com/watch?v=snr3is5MTiU