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  1. Last 7 days
  2. blog.google blog.google
    https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-8-live-gemini-3-8-live-extended-thinking/
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    1. fxp007 17 Sep 2026
      Gemini 3.8 Live has shown a high preference among users, securing a second place in the Speech Agent Arena.

      【非共识】文章声称Gemini 3.8 Live在用户偏好方面表现出色，但未提供用户测试的具体方法、样本大小或参与用户的人口统计信息。这种'用户偏好'的主观性很强，可能受到测试设计、用户群体特征等多种因素影响，这一说法需要更多客观证据支持。

      user-preference subjective-evaluation market-positioning
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    blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-8-live-gemini-3-8-live-extended-thinking/
  3. Apr 2026
  4. www.anthropic.com www.anthropic.com
    An update on recent Claude Code quality reports
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    1. fxp007 30 Apr 2026
      We reverted this change on April 7 after users told us they'd prefer to default to higher intelligence and opt into lower effort for simple tasks.

      大多数人认为AI系统应该优化速度和效率，但作者认为用户更愿意默认选择更高智能而非更低延迟，这挑战了产品优化的常规思维。用户宁愿忍受偶尔的延迟也要换取更高的代码质量，这违背了大多数科技公司追求'更快更省'的常规做法。

      non-consensus user-preference ai-optimization
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    anthropic.com/engineering/april-23-postmortem
  5. May 2021
  6. arxiv.org arxiv.org
    Political Polarization in Online News Consumption
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    arxiv.org/abs/2104.06481