Moreover, they show a counter-intuitive scaling Restrict: their reasoning work increases with challenge complexity as many as a point, then declines despite possessing an sufficient token spending plan. By comparing LRMs with their normal LLM counterparts less than equal inference compute, we determine 3 overall performance regimes: (one) minimal-complexity https://www.youtube.com/watch?v=snr3is5MTiU