In addition, they show a counter-intuitive scaling limit: their reasoning exertion improves with problem complexity up to some extent, then declines despite owning an enough token spending budget. By evaluating LRMs with their regular LLM counterparts underneath equivalent inference compute, we recognize three effectiveness regimes: (one) low-complexity duties where https://allkindsofsocial.com/story5083899/getting-my-illusion-of-kundun-mu-online-to-work