What's more, they show a counter-intuitive scaling Restrict: their reasoning work will increase with trouble complexity nearly some extent, then declines In spite of having an enough token funds. By comparing LRMs with their standard LLM counterparts below equal inference compute, we identify 3 effectiveness regimes: (1) low-complexity responsibilities https://www.youtube.com/watch?v=snr3is5MTiU