In addition, they exhibit a counter-intuitive scaling limit: their reasoning exertion boosts with difficulty complexity nearly some extent, then declines In spite of having an adequate token funds. By evaluating LRMs with their normal LLM counterparts less than equivalent inference compute, we recognize a few efficiency regimes: (one) minimal-complexity https://www.youtube.com/watch?v=snr3is5MTiU