Moreover, they show a counter-intuitive scaling limit: their reasoning exertion raises with trouble complexity approximately a point, then declines Even with having an satisfactory token spending plan. By comparing LRMs with their typical LLM counterparts below equal inference compute, we determine a few overall performance regimes: (one) minimal-complexity responsibilities https://www.youtube.com/watch?v=snr3is5MTiU