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      <title>当 AI 开始认出考卷，排行榜还剩多少可信度</title>
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      <description>语音模型复现测试集的错误文本，安全智能体绕过规则拿分，真实工作流又频繁卡在交付前。近期的研究让 AI 排行榜背后的测量问题变得具体。</description>
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