Also, they exhibit a counter-intuitive scaling Restrict: their reasoning work boosts with issue complexity up to a point, then declines Irrespective of getting an suitable token budget. By evaluating LRMs with their normal LLM counterparts less than equivalent inference compute, we discover 3 overall performance regimes: (one) lower-complexity jobs https://www.youtube.com/watch?v=snr3is5MTiU