In addition, they exhibit a counter-intuitive scaling limit: their reasoning hard work boosts with challenge complexity around some extent, then declines In spite of obtaining an adequate token budget. By evaluating LRMs with their common LLM counterparts under equal inference compute, we discover three overall performance regimes: (one) minimal-complexity https://www.youtube.com/watch?v=snr3is5MTiU