Furthermore, they show a counter-intuitive scaling limit: their reasoning exertion raises with trouble complexity around a degree, then declines Even with getting an enough token spending budget. By evaluating LRMs with their standard LLM counterparts beneath equal inference compute, we discover a few functionality regimes: (one) reduced-complexity jobs where https://www.youtube.com/watch?v=snr3is5MTiU