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FLASH radiotherapy flips the conventional approach on its head, delivering a single dose of ultrahigh-power radiation in a burst that typically lasts less than one-tenth of a second. In study after study, this technique causes significantly less injury to normal tissue than conventional radiation does, without compromising its antitumor effect.

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点评:普通模型往往会陷入“不知道”的字面意思循环,而 Ring-2.5-1T 展现了极强的**多跳推理(Multi-hop Reasoning)**能力,这得益于其 RLVR 带来的严谨性。

华东师范大学党委书记梅兵

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