Additionally, they exhibit a counter-intuitive scaling Restrict: their reasoning effort will increase with problem complexity as many as a degree, then declines Even with having an ample token spending budget. By evaluating LRMs with their standard LLM counterparts beneath equal inference compute, we discover three functionality regimes: (one) minimal-complexity https://www.youtube.com/watch?v=snr3is5MTiU