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    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-135</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-136</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-137</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-138</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-139</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-140</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-141</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-142</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-143</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-144</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-145</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T21:22:18.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-146</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T18:08:44.000Z</news:publication_date>
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  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-147</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T13:50:30.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-148</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
      <news:title>大型语言模型在医学推理中表现出元认知敏感性: 公告类型：新 摘要：大型语言模型（LLMs）在医学中越来越多地被评估和使用，但临床实用性取决于答案的准确性以及置信度是否与证据质量和不确定性相匹配。我们开发了一个受心理物理学...</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-149</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-150</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
      <news:title>迈向安全的LLM智能体：规范、验证与执行综述: 公告类型：新 摘要：LLM智能体越来越多地执行不可逆的真实世界操作，包括数据库更新、API调用、文件操作和自主使用工具。然而，现有系统都无法为这些智能体生成的计划提供有形式...</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-151</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-152</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-17T15:21:29.000Z</news:publication_date>
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  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-153</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T19:48:26.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-154</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-155</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-156</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
      <news:title>立场：医疗 AI 忽视了真实的治疗结果: 公告类型：新公告 摘要：医疗 AI 在执行诊断和预后任务方面的能力迅速提升，这些任务会影响治疗决策。但对治疗本身的理解在训练和评估中仍不充分，依赖人类意见和综合资料（尤其是生物医...</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-157</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
      <news:title>当不确定性不够时：代码生成中自我纠正的实证研究: 公告类型：新建 摘要：用于代码生成的大型语言模型常常产生错误的解决方案，却没有可靠的失败指标。我们研究了为自然语言开发的不确定性估计方法能否迁移到代码生成，以及这些信号能...</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-158</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-17T03:15:00.000Z</news:publication_date>
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  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-159</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-13T17:04:18.000Z</news:publication_date>
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  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-160</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-13T10:00:00.000Z</news:publication_date>
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    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-161</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-19T00:05:01.000Z</news:publication_date>
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  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-162</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T13:17:45.000Z</news:publication_date>
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  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-163</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
      <news:title>The Unwritten Benchmark：多模态机器学习在抽象知觉推理中的新挑战: 公告类型：新建 摘要：当前的多模态模型在识别静态视觉和听觉内容方面表现出非凡的能力。然而，它们在抽象知觉推理方面的能力——即从动态...</news:title>
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  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-164</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-08-18T04:00:00.000Z</news:publication_date>
      <news:title>立场：科学团队中的AI智能体应作为人-智能体系统来研究: 公告类型：新建 摘要：基于大语言模型的智能体越来越多地被部署为科学发现中的协作者，但当前大多数工作聚焦于“AI科学家”的自主能力。我们认为，这忽视了科学团队合作的...</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://frontiermemo.com/zh/news/2026-08-20/tech-165</loc>
    <news:news>
      <news:publication>
        <news:name>Frontier</news:name>
        <news:language>zh</news:language>
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