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Furthermore, they show a counter-intuitive scaling limit: their reasoning work increases with trouble complexity as many as some extent, then declines Regardless of having an enough token price range. By comparing LRMs with their normal LLM counterparts under equal inference compute, we discover three general performance regimes: (one) low-complexi