Also, they exhibit a counter-intuitive scaling limit: their reasoning work improves with issue complexity up to some extent, then declines Even with having an suitable token funds. By evaluating LRMs with their normal LLM counterparts beneath equivalent inference compute, we detect three general performance regimes: (1) lower-complexity responsibilities in https://www.youtube.com/watch?v=snr3is5MTiU