Furthermore, they show a counter-intuitive scaling Restrict: their reasoning hard work boosts with problem complexity around some extent, then declines Regardless of obtaining an enough token spending plan. By evaluating LRMs with their normal LLM counterparts below equal inference compute, we determine a few general performance regimes: (1) minimal-complexity https://www.youtube.com/watch?v=snr3is5MTiU