Also, they show a counter-intuitive scaling Restrict: their reasoning exertion improves with issue complexity nearly a point, then declines Even with obtaining an sufficient token funds. By comparing LRMs with their normal LLM counterparts less than equivalent inference compute, we detect a few overall performance regimes: (1) reduced-complexity responsibilities https://www.youtube.com/watch?v=snr3is5MTiU