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Also, the latest reports demonstrate that encouraging LLMs to "think" with extra tokens during check-time inference can further more drastically Enhance reasoning accuracy. Therefore, the train-time and examination-time scaling mixed to show a brand new research frontier -- a route toward Large Reasoning Product. The introduction of OpenAI's o1 seq