If we expect a drink to contain sugar, we enjoy it more, even if it actually contains just artificial sweeteners. Conversely, when people were expecting an artificially sweetened drink but were sneakily given a sugary one, they enjoyed the sugary drink less.

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而在招生端,这场十余年探索变革的成效开始显现。

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Thinking Mode:选中 Ring 模型后,你会发现它多了一个“深度思考”的 toggle。这背后是基于 RLVR(Reinforcement Learning with Verifiable Rewards)训练的 Dense Reward 机制,能让模型在输出结果前,进行多步推理和自我反思。

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