Furthermore, they show a counter-intuitive scaling limit: their reasoning effort improves with problem complexity up to some extent, then declines In spite of acquiring an ample token spending budget. By evaluating LRMs with their conventional LLM counterparts underneath equivalent inference compute, we identify three effectiveness regimes: (1) minimal-complexity responsibilities https://illusionofkundunmuonline60481.blogs100.com/36273882/illusion-of-kundun-mu-online-for-dummies