Furthermore, they exhibit a counter-intuitive scaling Restrict: their reasoning effort increases with challenge complexity nearly some extent, then declines Irrespective of possessing an sufficient token finances. By evaluating LRMs with their normal LLM counterparts underneath equivalent inference compute, we discover three efficiency regimes: (1) minimal-complexity responsibilities ... https://www.youtube.com/watch?v=snr3is5MTiU