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    <title>向阳乔木(@vista8)</title>
    <link>https://x.com/vista8</link>
    <description>喜欢摇滚乐、爱钓鱼的PM -- Powered by xgo.ing</description>
    <language>zh</language>
    <copyright>Content belongs to 向阳乔木(@vista8)</copyright>
    <pubDate>Thu, 23 Jul 2026 17:47:14 GMT</pubDate>
    <generator>XGo.ing RSS Generator</generator>
    <dc:creator>向阳乔木</dc:creator>
    <dc:date>2026-07-23T17:47:14Z</dc:date>
    <dc:language>zh</dc:language>
    <dc:rights>Content belongs to 向阳乔木(@vista8)</dc:rights>
    <image>
      <title>向阳乔木(@vista8)</title>
      <url>https://pbs.twimg.com/profile_images/1960882043249942533/h4J39ERy_normal.jpg</url>
      <link>https://x.com/vista8</link>
    </image>
    <item>
      <title>今天有朋友问，有没有稳定的下载Youtube视频的Skill？

其实都基于yt-dlp，问题是这个库要跟 Youtube对抗，得经常更新，所以写了一个Skill解决这个问题。

支持Youtube ...</title>
      <link>https://x.com/vista8/status/2080150051872276990</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;今天有朋友问，有没有稳定的下载Youtube视频的Skill？&lt;br/&gt;&lt;br/&gt;其实都基于yt-dlp，问题是这个库要跟 Youtube对抗，得经常更新，所以写了一个Skill解决这个问题。&lt;br/&gt;&lt;br/&gt;支持Youtube short和视频多种分辨率下载。&lt;br/&gt;&lt;br/&gt;如果想支持搜索查看频道，可申请youtube API加进去。&lt;br/&gt;&lt;br/&gt;安装指令：npx skills add joeseesun/qiaomu-youtube-download&lt;br/&gt;&lt;br/&gt;开源地址：&lt;a href='https://github.com/joeseesun/qiaomu-youtube-download' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/joeseesun/qiao…&lt;/a&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HN4tTlKbAAAMIKI.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;62&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;11&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;57&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;10008&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;74&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Thu, 23 Jul 2026 04:36:34 GMT</pubDate>
      <guid isPermaLink="false">2080150051872276990</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-23T04:36:34Z</dc:date>
    </item>
    <item>
      <title>数据和品味有多重要。

“DeepSeek 有一半的核心研究员，在标数据。”</title>
      <link>https://x.com/vista8/status/2080127337790927060</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;数据和品味有多重要。&lt;br/&gt;&lt;br/&gt;“DeepSeek 有一半的核心研究员，在标数据。”&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HN4Yu-cagAAukfE.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/1960882043249942533/h4J39ERy_normal.jpg' alt='向阳乔木' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;向阳乔木&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@vista8&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;&lt;a href='http://x.com/i/article/2080119794964336640' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/i/article/2080…&lt;/a&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/vista8/status/2080120593698193844' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;80&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;24&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;186&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;90349&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;86&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Thu, 23 Jul 2026 03:06:18 GMT</pubDate>
      <guid isPermaLink="false">2080127337790927060</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-23T03:06:18Z</dc:date>
    </item>
    <item>
      <title>今天最火的PDF泄露，从中可以看到梁文峰如何看待AGI，如何看组织管理。

让 AI 基于录音文稿写了篇文章，信息量不错。</title>
      <link>https://x.com/vista8/status/2080120896443064728</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;今天最火的PDF泄露，从中可以看到梁文峰如何看待AGI，如何看组织管理。&lt;br/&gt;&lt;br/&gt;让 AI 基于录音文稿写了篇文章，信息量不错。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/1960882043249942533/h4J39ERy_normal.jpg' alt='向阳乔木' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;向阳乔木&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@vista8&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;&lt;a href='http://x.com/i/article/2080119794964336640' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/i/article/2080…&lt;/a&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/vista8/status/2080120593698193844' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;12&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;4&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;47&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;33868&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;22&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Thu, 23 Jul 2026 02:40:43 GMT</pubDate>
      <guid isPermaLink="false">2080120896443064728</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-23T02:40:43Z</dc:date>
    </item>
    <item>
      <title>https://t.co/KMiltfOTAs</title>
      <link>https://x.com/vista8/status/2080120593698193844</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;&lt;a href='http://x.com/i/article/2080119794964336640' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/i/article/2080…&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;18&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;36&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;183&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;173760&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;101&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Thu, 23 Jul 2026 02:39:30 GMT</pubDate>
      <guid isPermaLink="false">2080120593698193844</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-23T02:39:30Z</dc:date>
    </item>
    <item>
      <title>经常能发现一些优秀的视频号内容，但下载很麻烦。

直到发现了一个开源库和工具
https://t.co/QwvwUqBPhG

顺手用这个库写了一个视频号下载Skill

不需要安装任何客户端，只需要...</title>
      <link>https://x.com/vista8/status/2080110136635654404</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;经常能发现一些优秀的视频号内容，但下载很麻烦。&lt;br/&gt;&lt;br/&gt;直到发现了一个开源库和工具&lt;br/&gt;&lt;a href='https://ltaoo.github.io/wx_channels_download/' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;ltaoo.github.io/wx_channels_do…&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;顺手用这个库写了一个视频号下载Skill&lt;br/&gt;&lt;br/&gt;不需要安装任何客户端，只需要说：“帮我下载这个视频号：【URL，URL获取方法-&amp;gt;分享-&amp;gt;复制链接】”&lt;br/&gt;&lt;br/&gt;Skill安装地址：&lt;br/&gt;npx skills add joeseesun/qiaomu-wx-video&lt;br/&gt;&lt;br/&gt;开源地址：&lt;br/&gt;&lt;a href='https://github.com/joeseesun/qiaomu-wx-video' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/joeseesun/qiao…&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;为保证稳定性，建议大家自己也部署一套自己的程序用。&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;12&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;20&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;80&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;9411&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;48&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Thu, 23 Jul 2026 01:57:57 GMT</pubDate>
      <guid isPermaLink="false">2080110136635654404</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-23T01:57:57Z</dc:date>
    </item>
    <item>
      <title>每天学一个AI关键词：embedding

词向量是大模型的基础。

国王-男人+女人 = 王后</title>
      <link>https://x.com/vista8/status/2080100968482644283</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;每天学一个AI关键词：embedding&lt;br/&gt;&lt;br/&gt;词向量是大模型的基础。&lt;br/&gt;&lt;br/&gt;国王-男人+女人 = 王后&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2080099530306138112/vid/avc1/1920x1080/NYaANAEiNhTTaEZb.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2080100968482644283/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;14&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;2&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;13&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;7625&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;16&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Thu, 23 Jul 2026 01:21:31 GMT</pubDate>
      <guid isPermaLink="false">2080100968482644283</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-23T01:21:31Z</dc:date>
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    <item>
      <title>太牛逼了，很早前组织一帮朋友去卡兹克办公室参观学习。

印象最深刻的就是卡兹克对打磨一篇好内容所花费的时间精力，让大家赞叹不已。

AIHOT是他品味和经验的结晶，信息筛选方法论的产品呈现。

强烈推...</title>
      <link>https://x.com/vista8/status/2080085067981013403</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;太牛逼了，很早前组织一帮朋友去卡兹克办公室参观学习。&lt;br/&gt;&lt;br/&gt;印象最深刻的就是卡兹克对打磨一篇好内容所花费的时间精力，让大家赞叹不已。&lt;br/&gt;&lt;br/&gt;AIHOT是他品味和经验的结晶，信息筛选方法论的产品呈现。&lt;br/&gt;&lt;br/&gt;强烈推荐使用！&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/1756592360367259648/GXJ4Kl6w_normal.jpg' alt='数字生命卡兹克' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;数字生命卡兹克&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@Khazix0918&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;AIHOT的月活突破了60万，我也终于把AIHOT优化到，敢发在X上给大家安利一下我自己做的这个小破东西的时候了。&lt;br/&gt;&lt;br/&gt;这玩意也几乎代表了我自己做了三年AI内容，对AI领域资讯的品味。&lt;br/&gt;&lt;br/&gt;谁能想到，这个看着小小的AI资讯站，背后的后端逻辑有这么复杂呢，数百个信源5分钟级别的抓取 - 数据清洗 - 结构化 - 预筛 - 精选 - 聚类 - 展示，这还只是大流程，这流程里面，大模型介入的地方就有不下10个了。。。&lt;br/&gt;&lt;br/&gt;如果是每个大块里面的细节流程，光一个聚类算法的工程化我感觉我都可以写好几篇万字长文来分享了，更别提最核心的精选了。真的，最近5年的关于新闻聚类的论文全扒了一遍，没有一个结构能达到我的准确性要求的，最后是花了无数个日夜回测了不知道多少轮的数据，又不知道标了多少的数据，硬生生自己造的。&lt;br/&gt;&lt;br/&gt;任何东西想把它做好，真的感觉，花费的心力不是一丁点两点。&lt;br/&gt;&lt;br/&gt;网址在此：&lt;a href='https://aihot.virxact.com/' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;aihot.virxact.com&lt;/a&gt;&lt;br/&gt;这可能是当今无论是对人类、还是对Agent，都是体验最好的AI资讯网站了。&lt;br/&gt;而且我也承诺，永久免费，因为我也不靠这玩意挣钱，主要，还是太喜欢做产品了，也太喜欢看到自己的产品被别人喜欢了。&lt;br/&gt;&lt;br/&gt;希望。&lt;br/&gt;能对大家有用就好。&lt;br/&gt;（PS：还有好多好多新功能还在开发中，希望大家再给我点时间...）&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HN2yh2ObYAAzpAC.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HN2zNIbakAAWK1n.png' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/Khazix0918/status/2080022092498768176' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;4&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;7&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;59&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;16500&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;13&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Thu, 23 Jul 2026 00:18:20 GMT</pubDate>
      <guid isPermaLink="false">2080085067981013403</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-23T00:18:20Z</dc:date>
    </item>
    <item>
      <title>Github：https://t.co/JkoGl2LzUc

下载地址：https://t.co/pnxAxui5zF

#无限OCR #UnlimitedOCR #百度 #文心大模型 #文心</title>
      <link>https://x.com/vista8/status/2079915658213810387</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;Github：&lt;a href='https://github.com/baidu/Unlimited-OCR' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/baidu/Unlimite…&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;下载地址：&lt;a href='https://huggingface.co/baidu/Unlimited-OCR' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;huggingface.co/baidu/Unlimite…&lt;/a&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#无限OCR&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#UnlimitedOCR&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#百度&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#文心大模型&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#文心&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;9&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;2987&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;3&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Wed, 22 Jul 2026 13:05:10 GMT</pubDate>
      <guid isPermaLink="false">2079915658213810387</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-22T13:05:10Z</dc:date>
    </item>
    <item>
      <title>感觉百度的技术底子还是很硬的。

最近这个Unlimited OCR，竟然连杨立昆（Yann LeCun）都关注到了！

Unlimited OCR 提出了 Reference Sliding Win...</title>
      <link>https://x.com/vista8/status/2079915491897024703</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;感觉百度的技术底子还是很硬的。&lt;br/&gt;&lt;br/&gt;最近这个Unlimited OCR，竟然连杨立昆（Yann LeCun）都关注到了！&lt;br/&gt;&lt;br/&gt;Unlimited OCR 提出了 Reference Sliding Window Attention （R-SWA）机制，不用传统的“逐页解析+结果拼接”方法，通过借鉴人类阅读和抄长文档的工作方式，把解码阶段 KV Cache 控制在恒定规模，仅用30亿参数模型，实现数十页文档一次连续解析。&lt;br/&gt;&lt;br/&gt;上个月开源的 Unlimited OCR，发布第二天就冲上 GitHub Trending 和 HuggingFace 模型下载趋势榜双第一。&lt;br/&gt;&lt;br/&gt;如今项目 GitHub Star 已突破 1.65 万，HuggingFace 下载量超 224 万，再一次登上Trending，目前已经位列第二，并再次超过 GLM-5.2。&lt;br/&gt;&lt;br/&gt;作为大模型训练数据清洗的基建型项目，Unlimited OCR 吸引了全球大量开发者的关注。&lt;br/&gt;&lt;br/&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#无限OCR&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#UnlimitedOCR&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#百度&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#文心大模型&lt;/span&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#文心&lt;/span&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HN1YGK_bAAAsF5N.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HN1YGJ9bMAE_Foc.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HN1YGJ8a0AA2JYt.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;25&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;24&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;180&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;30346&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;76&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Wed, 22 Jul 2026 13:04:30 GMT</pubDate>
      <guid isPermaLink="false">2079915491897024703</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-22T13:04:30Z</dc:date>
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    <item>
      <title>AI生视频和生图一定会改变未来的内容消费形态，多剧情游戏可能是其中一种。  

这个AI游戏有点致敬诺兰的新片奥德赛。  

游戏中的视频做的很不错，场面相当宏大壮观。  

对话式选择，生成不同的剧...</title>
      <link>https://x.com/vista8/status/2079793236231774617</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;AI生视频和生图一定会改变未来的内容消费形态，多剧情游戏可能是其中一种。  &lt;br/&gt;&lt;br/&gt;这个AI游戏有点致敬诺兰的新片奥德赛。  &lt;br/&gt;&lt;br/&gt;游戏中的视频做的很不错，场面相当宏大壮观。  &lt;br/&gt;&lt;br/&gt;对话式选择，生成不同的剧情走向，感觉还挺适合边玩边学英语的，哈哈哈。  &lt;br/&gt;&lt;br/&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#AIOdysseyByYoroll&lt;/span&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNzoythaYAAYIET.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNzo0p6a8AE1w54.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNzo20UbsAAWSDZ.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNzo44hbUAAZ8CL.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/2025934850302365696/fCd5kP5V_normal.jpg' alt='Yoroll' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;Yoroll&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@YorollAI&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;Nolan spent a reported $250M to bring The Odyssey to the big screen.&lt;br/&gt;&lt;br/&gt;One creator spent about $250 in Yoroll credits to turn it into a 40-minute playable AI story — in 2 days.&lt;br/&gt;&lt;br/&gt;Not the same craft. Not the same scale. But that 1,000,000× cost gap changes who gets to create.&lt;br/&gt;&lt;br/&gt;Watch Odysseus make the choices — or make them yourself → &lt;a href='https://app.yoroll.ai/feed/odyssey' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;app.yoroll.ai/feed/odyssey&lt;/a&gt;&lt;span style='color: #1da1f2; font-weight: 500;'&gt;#AIOdysseyByYoroll&lt;/span&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2079569164424142848/vid/avc1/1080x1920/sXRg7ZTlNM8Z24bW.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/YorollAI/status/2079636102978392472/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/YorollAI/status/2079636102978392472' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;50&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;11&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;6719&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;33&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Wed, 22 Jul 2026 04:58:42 GMT</pubDate>
      <guid isPermaLink="false">2079793236231774617</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-22T04:58:42Z</dc:date>
    </item>
    <item>
      <title>把pocket3充满电，准备去钓鱼。</title>
      <link>https://x.com/vista8/status/2079761182588866902</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;把pocket3充满电，准备去钓鱼。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNzLxNrbYAAO-pi.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;29&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;7&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;3900&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;24&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Wed, 22 Jul 2026 02:51:20 GMT</pubDate>
      <guid isPermaLink="false">2079761182588866902</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-22T02:51:20Z</dc:date>
    </item>
    <item>
      <title>MoE 是 Mixture of Experts（中文意为混合专家模型）的简写。

这是一种特殊的神经网络架构，现在最好的模型基本都使用了这种构架。

比如Fable5 ，比如GPT 5.6 sol等...</title>
      <link>https://x.com/vista8/status/2079753302301081815</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;MoE 是 Mixture of Experts（中文意为混合专家模型）的简写。&lt;br/&gt;&lt;br/&gt;这是一种特殊的神经网络架构，现在最好的模型基本都使用了这种构架。&lt;br/&gt;&lt;br/&gt;比如Fable5 ，比如GPT 5.6 sol等，一起学习什么是MoE。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2079753142720495617/vid/avc1/1920x1080/NEnE0zC-2DJmHmR2.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2079753302301081815/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;52&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;10&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;88&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;17372&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;64&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Wed, 22 Jul 2026 02:20:01 GMT</pubDate>
      <guid isPermaLink="false">2079753302301081815</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-22T02:20:01Z</dc:date>
    </item>
    <item>
      <title>牛啊，连玩乐队都牛，主力鼓手。

平克弗洛伊德著名专辑月之暗面，没想到成了一家大模型公司的名字。</title>
      <link>https://x.com/vista8/status/2079609504875106530</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;牛啊，连玩乐队都牛，主力鼓手。&lt;br/&gt;&lt;br/&gt;平克弗洛伊德著名专辑月之暗面，没想到成了一家大模型公司的名字。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2079608896642236416/vid/avc1/544x752/YNdS_tRW056mKwB4.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2079609504875106530/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;69&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;24&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;177&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;128078&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;101&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 16:48:37 GMT</pubDate>
      <guid isPermaLink="false">2079609504875106530</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T16:48:37Z</dc:date>
    </item>
    <item>
      <title>参加waic，用了朋友的这款充电宝，立马下单。

据说网红充电宝，能充满16台iPhone或一台Macbook 哈哈哈</title>
      <link>https://x.com/vista8/status/2079573502328451190</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;参加waic，用了朋友的这款充电宝，立马下单。&lt;br/&gt;&lt;br/&gt;据说网红充电宝，能充满16台iPhone或一台Macbook 哈哈哈&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNwhEyDa8AA6FUf.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;90&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;3&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;78&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;50704&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;91&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 14:25:34 GMT</pubDate>
      <guid isPermaLink="false">2079573502328451190</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T14:25:34Z</dc:date>
    </item>
    <item>
      <title>qwen3.8 max preview的思考长度真的变态了。

一句话想了快10多分钟了，还没开始正式输出...

还有朋友的任务说思考了30分钟.

输出也超级长，没有耐性还用不了？</title>
      <link>https://x.com/vista8/status/2079487452209623325</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;qwen3.8 max preview的思考长度真的变态了。&lt;br/&gt;&lt;br/&gt;一句话想了快10多分钟了，还没开始正式输出...&lt;br/&gt;&lt;br/&gt;还有朋友的任务说思考了30分钟.&lt;br/&gt;&lt;br/&gt;输出也超级长，没有耐性还用不了？&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNvSViVXIAA8IVa.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;75&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;24&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;18168&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;64&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 08:43:38 GMT</pubDate>
      <guid isPermaLink="false">2079487452209623325</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T08:43:38Z</dc:date>
    </item>
    <item>
      <title>3D雷电小游戏
https://t.co/0WLO82Ykcv</title>
      <link>https://x.com/vista8/status/2079485779429003405</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;3D雷电小游戏&lt;br/&gt;&lt;a href='https://www.32kw.com/view/46a1b73' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;32kw.com/view/46a1b73&lt;/a&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNvRQpxXkAARMo3.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;2756&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 08:36:59 GMT</pubDate>
      <guid isPermaLink="false">2079485779429003405</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T08:36:59Z</dc:date>
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    <item>
      <title>3D设计游戏，有点牛逼，就是容易卡浏览器
https://t.co/BkiQ9DlzXD</title>
      <link>https://x.com/vista8/status/2079485448875868666</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;3D设计游戏，有点牛逼，就是容易卡浏览器&lt;br/&gt;&lt;a href='https://www.32kw.com/view/d8e7613' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;32kw.com/view/d8e7613&lt;/a&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNvQ-84XIAA_gce.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;1534&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 08:35:40 GMT</pubDate>
      <guid isPermaLink="false">2079485448875868666</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T08:35:40Z</dc:date>
    </item>
    <item>
      <title>最简单测试阿里巴巴Qwen3.8-max-Preview的方法。

不用下载安装任何客户端，直接在线访问

https://t.co/ahsBKbjWT5

身边不少朋友反馈确实还不错，可能狼来了太多...</title>
      <link>https://x.com/vista8/status/2079483939496792164</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;最简单测试阿里巴巴Qwen3.8-max-Preview的方法。&lt;br/&gt;&lt;br/&gt;不用下载安装任何客户端，直接在线访问&lt;br/&gt;&lt;br/&gt;&lt;a href='https://chat.qwen.ai/' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;chat.qwen.ai&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;身边不少朋友反馈确实还不错，可能狼来了太多次，大家都有点不太信阿里了...  &#x1f602;&lt;br/&gt;&lt;br/&gt;不过网页端只能测文本和简单的前端网页，还是得用 API 来测更靠谱。&lt;br/&gt;&lt;br/&gt;还真的是每天在变强，今天比昨天质量好，有朋友说写代码甚至比K3强。&lt;br/&gt;&lt;br/&gt;评论里后续会更新测试Case&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNvPBZSXsAAlmVi.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;17&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;3&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;33&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;20123&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;23&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 08:29:40 GMT</pubDate>
      <guid isPermaLink="false">2079483939496792164</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T08:29:40Z</dc:date>
    </item>
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      <title>开源，全部都开源，姚老师的第二篇GEO论文数据。</title>
      <link>https://x.com/vista8/status/2079479964710367250</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;开源，全部都开源，姚老师的第二篇GEO论文数据。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/2039226063088463872/_zw7eSeM_normal.jpg' alt='姚金刚' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;姚金刚&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@yaojingang&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;经好友拔刀刘同意，将他们近期抓取的国内各大AI平台数据集进行开源&lt;br/&gt;清洗后的数据集、论文预印本以及第一份分析报告，已推送到GitHub仓库，地址见评论区&lt;br/&gt;&lt;br/&gt;这应该是面向国内各大AI平台的最新、最全的一份公开GEO原始数据集&lt;br/&gt;包括了豆包、DeepSeek、元宝、千问、Kimi、文心、百度AI等8个AI平台的AI搜索结果、信源特征数据&lt;br/&gt;&lt;br/&gt;这份数据包括：&lt;br/&gt;1、620 个标准问题，覆盖 6 个研究维度、31 种有效问题类型，包括行业、提问意图、提示风格、时间敏感度、触发强度和极端真实场景；&lt;br/&gt;2、214,119 条 AI 引用观察，精确去重后保留 189,845 条。这里统计的是回答中的引用来源与摘要，现有数据不含完整回答原文；&lt;br/&gt;3、引用记录归并为 9,878 个规范域名信源、107,659 个规范页面；211,248 条记录带有效 HTTP URL，占 98.66%；&lt;br/&gt;4、信源按 9 个一级类型、39 个二级类型完成分类，去重引用的分类覆盖率达到 99.77%；&lt;br/&gt;5、原始数据、清洗表和分析集市都已保留，可用 JSONL、Parquet 和 DuckDB 直接查询，也附了字段字典、清洗规则和质量报告；&lt;br/&gt;6、64 个原始分片全部通过 SHA-256 校验，清洗过程保留原值、异常标记和追溯字段，方便复现和继续加工&lt;br/&gt;&lt;br/&gt;这几天对数据进行了二次清洗、标注和加工，并输出第一份可视化分析，一些有意思的发现和洞察&lt;br/&gt;1、各大AI平台的信源头部效应非常明显，Top 10 信源贡献了 41.47% 的去重引用，抖音、腾讯网、今日头条、百度百科排在前四&lt;br/&gt;2、平台与社区类信源只占 4.68% 的域名，却拿到 29.63% 的去重引用，内容分发平台在 AI 引用生态里的权重很高&lt;br/&gt;3、品牌与企业官网只贡献 4.33% 的去重引用；加上政府与公共机构，主体自有来源合计 9.06%。品牌自有内容还有很大的可见度空间&lt;br/&gt;4、跨平台共识并没有想象中高，66 个平台组合中，最高的“问题 × 页面”Jaccard 相似度也只有 34.94%，还有 11 个组合完全没有共享的问题与页面。单个平台的经验不能直接外推到其他平台&lt;br/&gt;5、内容新鲜度很明显，在发布时间可靠的页面中，88.77% 来自 2025 或 2026 年；29.57% 的页面标题带年份，23.06% 带榜单或排行。时效信号和决策型内容值得继续验证&lt;br/&gt;&lt;br/&gt;欢迎留言补充关心的问题，我可以抽空基于这些关心的问题，再做一份数据分析报告&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNtslwPawAAXaxx.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNtsq9Ra8AA2DMU.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNts0SobMAIt8B3.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNttBTZa8AAuEhq.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/yaojingang/status/2079375927767871665' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;8&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;30&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;10740&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;13&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 08:13:53 GMT</pubDate>
      <guid isPermaLink="false">2079479964710367250</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T08:13:53Z</dc:date>
    </item>
    <item>
      <title>这个视频生成skill也开源了，地址：https://t.co/muG7CESHML</title>
      <link>https://x.com/vista8/status/2079434303155388765</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;这个视频生成skill也开源了，地址：&lt;a href='https://github.com/joeseesun/qiaomu-cut-skill' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/joeseesun/qiao…&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;6&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;28&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;2804&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;15&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 05:12:26 GMT</pubDate>
      <guid isPermaLink="false">2079434303155388765</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T05:12:26Z</dc:date>
    </item>
    <item>
      <title>为了科普 AI 知识，写了一个视频生成Skill。

计划每天生成一个大模型知识解读视频。

今天是第一期，用最浅显的话解读“蒸馏”。

以后千万别说我蒸馏了一个Skill，会显得很外行。</title>
      <link>https://x.com/vista8/status/2079423337369887004</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;为了科普 AI 知识，写了一个视频生成Skill。&lt;br/&gt;&lt;br/&gt;计划每天生成一个大模型知识解读视频。&lt;br/&gt;&lt;br/&gt;今天是第一期，用最浅显的话解读“蒸馏”。&lt;br/&gt;&lt;br/&gt;以后千万别说我蒸馏了一个Skill，会显得很外行。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2079422596513153024/vid/avc1/1920x1080/DqNqeSMD5aTEnzSG.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2079423337369887004/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;21&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;30&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;202&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;24046&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;79&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 04:28:52 GMT</pubDate>
      <guid isPermaLink="false">2079423337369887004</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T04:28:52Z</dc:date>
    </item>
    <item>
      <title>论文地址 https://t.co/BiizVWckP8</title>
      <link>https://x.com/vista8/status/2079420965012803888</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;论文地址 &lt;a href='https://arxiv.org/abs/2412.06464' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;arxiv.org/abs/2412.06464&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;2&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;2572&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 04:19:26 GMT</pubDate>
      <guid isPermaLink="false">2079420965012803888</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T04:19:26Z</dc:date>
    </item>
    <item>
      <title>一直好奇，为啥最近大模型参数都能上 T，且质量超好？

感觉跟新模型构架有关系。

从一篇文章发现个叫 Gated Delta Networks 的东西，建立在Mamba思想上。

无论英伟达的Nem...</title>
      <link>https://x.com/vista8/status/2079420923275264227</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;一直好奇，为啥最近大模型参数都能上 T，且质量超好？&lt;br/&gt;&lt;br/&gt;感觉跟新模型构架有关系。&lt;br/&gt;&lt;br/&gt;从一篇文章发现个叫 Gated Delta Networks 的东西，建立在Mamba思想上。&lt;br/&gt;&lt;br/&gt;无论英伟达的Nemotron 模型、还是Kimi的Kimi Delta Attention，Qwen 的最新模型构架。&lt;br/&gt;&lt;br/&gt;都是类似混合构架，有必要今天好好学习下这篇论文。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNuWQVeXEAAzB8g.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;7&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;19&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;122&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;15569&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;36&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 04:19:16 GMT</pubDate>
      <guid isPermaLink="false">2079420923275264227</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T04:19:16Z</dc:date>
    </item>
    <item>
      <title>Kimi 研究员震惊了，一个普通 OpenAI 研究员拥有的算力资源有多恐怖。

当下模型排行也很认可：

① Fable5 
② GPT 5.6 sol
③ Kimi K3
④ Grok 4.5
⑤...</title>
      <link>https://x.com/vista8/status/2079413359854694584</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;Kimi 研究员震惊了，一个普通 OpenAI 研究员拥有的算力资源有多恐怖。&lt;br/&gt;&lt;br/&gt;当下模型排行也很认可：&lt;br/&gt;&lt;br/&gt;① Fable5 &lt;br/&gt;② GPT 5.6 sol&lt;br/&gt;③ Kimi K3&lt;br/&gt;④ Grok 4.5&lt;br/&gt;⑤ GLM 5.2 &lt;br/&gt;&lt;br/&gt;另外，个人觉得智谱很有潜力，5.2 参数只有750B左右。&lt;br/&gt;&lt;br/&gt;如果像前几个达到1T~10T，效果一定很棒。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNuOrGJWcAAYAep.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;76&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;14&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;339&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;353134&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;109&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 03:49:13 GMT</pubDate>
      <guid isPermaLink="false">2079413359854694584</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T03:49:13Z</dc:date>
    </item>
    <item>
      <title>开源地址 https://t.co/eTy6DkxRj7</title>
      <link>https://x.com/vista8/status/2079396071482994896</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;开源地址 &lt;a href='https://github.com/dwarvesf/hidden' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/dwarvesf/hidden&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;2014&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 02:40:31 GMT</pubDate>
      <guid isPermaLink="false">2079396071482994896</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T02:40:31Z</dc:date>
    </item>
    <item>
      <title>免费的类似Bartender的软件。
Mac上安装软件多了，顶部Menu bar挤满图标。

真正需要的工具常被隐藏，比如dropzone等文件拖拽寄存器。

安装hidden 这个工具就能解决这个痛...</title>
      <link>https://x.com/vista8/status/2079396029758132266</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;免费的类似Bartender的软件。&lt;br/&gt;Mac上安装软件多了，顶部Menu bar挤满图标。&lt;br/&gt;&lt;br/&gt;真正需要的工具常被隐藏，比如dropzone等文件拖拽寄存器。&lt;br/&gt;&lt;br/&gt;安装hidden 这个工具就能解决这个痛点。&lt;br/&gt;&lt;br/&gt;终端安装指令：&lt;br/&gt;brew install --cask hiddenbar&lt;br/&gt;&lt;br/&gt;开源地址见评论区&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNt-9wCXUAAkTgI.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;11&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;20&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;6656&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;15&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 02:40:21 GMT</pubDate>
      <guid isPermaLink="false">2079396029758132266</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T02:40:21Z</dc:date>
    </item>
    <item>
      <title>很有可能成长为中国真正的Producthunt</title>
      <link>https://x.com/vista8/status/2079375409888838008</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;很有可能成长为中国真正的Producthunt&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/2011038039137796099/jvuSR95B_normal.jpg' alt='赵纯想' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;赵纯想&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@chunxiangai&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;你 VibeCoding 的产品没人体验，没人给出真实反馈？来看看昨夜上新的「 VibeLoft 手推车」功能，完整复刻了美团外卖陪审团玩法。和大多数人意见不一致会扣里程分。反之则加里程分！&lt;br/&gt;&lt;br/&gt;回炉重造：必须给出建设性意见30字。&lt;br/&gt;拿不准：跳过。&lt;br/&gt;严重低估：给出30字的夸夸。&lt;br/&gt;&lt;br/&gt;另外昨天已经求仁得仁了，日活3000+贵宾一位。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNe5GITaUAAgu1b.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNe8WgXbcAAbFHe.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/chunxiangai/status/2078336951502168192' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;19&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;34&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;14880&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;18&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 01:18:25 GMT</pubDate>
      <guid isPermaLink="false">2079375409888838008</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T01:18:25Z</dc:date>
    </item>
    <item>
      <title>x改版了，推荐时间线上只显示关注好友的回复，不显示内容。

这样好处是避免刷屏，以前自己回复很克制，就怕这个，现在就没有顾虑了。

预计这个改动会大大提升x的互动率。</title>
      <link>https://x.com/vista8/status/2079365033440764193</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;x改版了，推荐时间线上只显示关注好友的回复，不显示内容。&lt;br/&gt;&lt;br/&gt;这样好处是避免刷屏，以前自己回复很克制，就怕这个，现在就没有顾虑了。&lt;br/&gt;&lt;br/&gt;预计这个改动会大大提升x的互动率。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNtjeStaYAACVpM.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;26&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;13&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;7266&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;22&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Tue, 21 Jul 2026 00:37:11 GMT</pubDate>
      <guid isPermaLink="false">2079365033440764193</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-21T00:37:11Z</dc:date>
    </item>
    <item>
      <title>这样就能直接调用三个模型生成结果。</title>
      <link>https://x.com/vista8/status/2079260094508720333</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;这样就能直接调用三个模型生成结果。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNsEBgvWUAAoj9q.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;2&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;2637&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;2&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 17:40:11 GMT</pubDate>
      <guid isPermaLink="false">2079260094508720333</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T17:40:11Z</dc:date>
    </item>
    <item>
      <title>集中在Codex中用各种模型，开源地址

https://t.co/FT6937EA9D</title>
      <link>https://x.com/vista8/status/2079256497838604566</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;集中在Codex中用各种模型，开源地址&lt;br/&gt;&lt;br/&gt;&lt;a href='https://github.com/joeseesun/qiaomu-model-cli' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/joeseesun/qiao…&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;6&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;1152&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;2&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 17:25:54 GMT</pubDate>
      <guid isPermaLink="false">2079256497838604566</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T17:25:54Z</dc:date>
    </item>
    <item>
      <title>一句话调用Grok、Kimi、Claude，把三个模型塞到Codex

写了个Skill，只需说用什么模型做什么事情。

自动调用本机Cli 执行，获得结果给Codex，完全合规。

好处是充分不同模...</title>
      <link>https://x.com/vista8/status/2079256252979515827</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;一句话调用Grok、Kimi、Claude，把三个模型塞到Codex&lt;br/&gt;&lt;br/&gt;写了个Skill，只需说用什么模型做什么事情。&lt;br/&gt;&lt;br/&gt;自动调用本机Cli 执行，获得结果给Codex，完全合规。&lt;br/&gt;&lt;br/&gt;好处是充分不同模型优势。比如K3 前端，Grok4.5的搜索，Claude Opus 4.8 /Fable 跟GPT讨论定方案等。&lt;br/&gt;&lt;br/&gt;Skill 安装指令&lt;br/&gt;npx skills add joeseesun/qiaomu-model-cli&lt;br/&gt;&lt;br/&gt;开源地址见评论&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNr_-PIXYAEDhEB.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;11&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;12&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;82&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;11003&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;42&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 17:24:56 GMT</pubDate>
      <guid isPermaLink="false">2079256252979515827</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T17:24:56Z</dc:date>
    </item>
    <item>
      <title>OpenCodex的Github：https://t.co/c7LZf4C8Oo</title>
      <link>https://x.com/vista8/status/2079239830626558013</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;OpenCodex的Github：&lt;a href='https://github.com/lidge-jun/opencodex' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/lidge-jun/open…&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;9&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;37&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;7404&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;19&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 16:19:40 GMT</pubDate>
      <guid isPermaLink="false">2079239830626558013</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T16:19:40Z</dc:date>
    </item>
    <item>
      <title>目前用的最多的AI Coding工具是Codex。

但它的前端审美太差了，发现一个OpenCodex项目。

让你的Codex 随时切换非OpenAI模型。

比如用Kimi K3（OAuth）、G...</title>
      <link>https://x.com/vista8/status/2079239701391675404</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;目前用的最多的AI Coding工具是Codex。&lt;br/&gt;&lt;br/&gt;但它的前端审美太差了，发现一个OpenCodex项目。&lt;br/&gt;&lt;br/&gt;让你的Codex 随时切换非OpenAI模型。&lt;br/&gt;&lt;br/&gt;比如用Kimi K3（OAuth）、Grok 4.5（OAuth） 、GLM 5.2 等。&lt;br/&gt;&lt;br/&gt;K3做前端设计，弄好后切 GPT sol5.6 做后端，甚至还能随时切Grok 4.5 搜 X 信息。&lt;br/&gt;&lt;br/&gt;这个项目太棒了！&lt;br/&gt;&lt;br/&gt;地址见评论区&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNrvna8WYAExiUS.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;img src='https://pbs.twimg.com/media/HNrxTapWgAEPoWV.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;41&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;65&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;396&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;61781&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;187&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 16:19:09 GMT</pubDate>
      <guid isPermaLink="false">2079239701391675404</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T16:19:09Z</dc:date>
    </item>
    <item>
      <title>Github开源库：https://t.co/EVAB5t1DU7</title>
      <link>https://x.com/vista8/status/2079226292344352778</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;Github开源库：&lt;a href='https://github.com/ltaoo/wx_channels_download' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/ltaoo/wx_chann…&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;6&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;47&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;3623&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;21&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 15:25:52 GMT</pubDate>
      <guid isPermaLink="false">2079226292344352778</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T15:25:52Z</dc:date>
    </item>
    <item>
      <title>这个Github库真不错，任何视频号视频，在微信内置浏览器打开。

点击转发-&amp;gt;复制URL，粘贴址就能下载。

人人都可以配置一个自己专属的视频号下载器，用Cloudflare 部署就行。</title>
      <link>https://x.com/vista8/status/2079226176531267750</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;这个Github库真不错，任何视频号视频，在微信内置浏览器打开。&lt;br/&gt;&lt;br/&gt;点击转发-&amp;gt;复制URL，粘贴址就能下载。&lt;br/&gt;&lt;br/&gt;人人都可以配置一个自己专属的视频号下载器，用Cloudflare 部署就行。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNrkq6oWMAAMcmM.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;24&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;93&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;606&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;65755&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;253&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 15:25:25 GMT</pubDate>
      <guid isPermaLink="false">2079226176531267750</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T15:25:25Z</dc:date>
    </item>
    <item>
      <title>learnui 网站更新了，把getdesign的74个知名网站都用k3生成了预览。

如果以后不知道网站用什么风格，可以学习参考。

另外技巧，要求AI给网站增加PWA支持，这样能把网站安装为Mac...</title>
      <link>https://x.com/vista8/status/2079208964248506534</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;learnui 网站更新了，把getdesign的74个知名网站都用k3生成了预览。&lt;br/&gt;&lt;br/&gt;如果以后不知道网站用什么风格，可以学习参考。&lt;br/&gt;&lt;br/&gt;另外技巧，要求AI给网站增加PWA支持，这样能把网站安装为MacOS应用，提升打开率。&lt;br/&gt;&lt;br/&gt;网站地址：&lt;a href='https://learnui.qiaomu.ai/sites/' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;learnui.qiaomu.ai/sites/&lt;/a&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNrVFxRXYAAI-pr.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;10&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;13&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;70&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;7534&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;34&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 14:17:01 GMT</pubDate>
      <guid isPermaLink="false">2079208964248506534</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T14:17:01Z</dc:date>
    </item>
    <item>
      <title>测试了下，好像不支持视频号直播回放视频，其他没问题。

开源Github：https://t.co/EVAB5t1DU7</title>
      <link>https://x.com/vista8/status/2079120336998506712</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;测试了下，好像不支持视频号直播回放视频，其他没问题。&lt;br/&gt;&lt;br/&gt;开源Github：&lt;a href='https://github.com/ltaoo/wx_channels_download' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/ltaoo/wx_chann…&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;3&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;2&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;8&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;2675&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;5&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 08:24:51 GMT</pubDate>
      <guid isPermaLink="false">2079120336998506712</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T08:24:51Z</dc:date>
    </item>
    <item>
      <title>微信视频号下载工具，有了AI配合，感觉比 res-download 还好安装使用。

“安装这个 https://t.co/EVAB5t1DU7 ，并计划下载一个视频号”</title>
      <link>https://x.com/vista8/status/2079120137773338833</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;微信视频号下载工具，有了AI配合，感觉比 res-download 还好安装使用。&lt;br/&gt;&lt;br/&gt;“安装这个 &lt;a href='https://github.com/ltaoo/wx_channels_download' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/ltaoo/wx_chann…&lt;/a&gt; ，并计划下载一个视频号”&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNp7sujW0AAwWpG.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;10&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;24&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;187&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;15873&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;81&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 08:24:03 GMT</pubDate>
      <guid isPermaLink="false">2079120137773338833</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T08:24:03Z</dc:date>
    </item>
    <item>
      <title>这个黑科技有趣啊，今天也弄一个。</title>
      <link>https://x.com/vista8/status/2079097836067827987</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;这个黑科技有趣啊，今天也弄一个。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/2009704432674426880/Q29hAGJR_normal.jpg' alt='Ziwen' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;Ziwen&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@ziwenxu_&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;It worked!! Kimi k3 Oauth is now wired directly into codex.  &lt;br/&gt;&lt;br/&gt;The Kimi k3 model is insane but their app is not.  &lt;br/&gt;&lt;br/&gt;So I figure a better way to use k3 by hooking my sub straight into codex instead.  &lt;br/&gt;&lt;br/&gt;K3 now sits in the model picker next to Sol 5.6. &lt;br/&gt;&lt;br/&gt;Same subscription i was already paying for, no api key, just have to do OAuth in Kimi Code.  &lt;br/&gt;&lt;br/&gt;Links down below &#x1f447;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2079058130399313920/vid/avc1/3024x1786/rT5lFCWRyb6RlNjS.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/ziwenxu_/status/2079058575385919796/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/ziwenxu_/status/2079058575385919796' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;33&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;6&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;22&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;12932&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;28&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 06:55:26 GMT</pubDate>
      <guid isPermaLink="false">2079097836067827987</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T06:55:26Z</dc:date>
    </item>
    <item>
      <title>自然界中能活下来的生物都有自己独特生态位。

无论主动还是被动，都要与环境协同进化，拥有绝活儿，变得跟别人不一样。

做事好像也是，当别人都用AI生成漂亮但空洞的PPT时，消耗大脑Token的手作PP...</title>
      <link>https://x.com/vista8/status/2079092396097466461</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;自然界中能活下来的生物都有自己独特生态位。&lt;br/&gt;&lt;br/&gt;无论主动还是被动，都要与环境协同进化，拥有绝活儿，变得跟别人不一样。&lt;br/&gt;&lt;br/&gt;做事好像也是，当别人都用AI生成漂亮但空洞的PPT时，消耗大脑Token的手作PPT更珍贵。&lt;br/&gt;&lt;br/&gt;众争勿往，做别人不愿做或做不到，长期有价值的事。&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;49&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;1&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;22&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;4459&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;43&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 06:33:49 GMT</pubDate>
      <guid isPermaLink="false">2079092396097466461</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T06:33:49Z</dc:date>
    </item>
    <item>
      <title>我们基本上找到了一种让沙子思考的方法。</title>
      <link>https://x.com/vista8/status/2079022177328759230</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;我们基本上找到了一种让沙子思考的方法。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNormQqWwAAVMjp.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;54&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;3&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;39&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;13338&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;51&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Mon, 20 Jul 2026 01:54:48 GMT</pubDate>
      <guid isPermaLink="false">2079022177328759230</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-20T01:54:48Z</dc:date>
    </item>
    <item>
      <title>真的吗？除了fable 5 以外最强大的模型？

据说DeepSeek v4 正式版也很牛，下周热闹了。</title>
      <link>https://x.com/vista8/status/2078769333640347660</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;真的吗？除了fable 5 以外最强大的模型？&lt;br/&gt;&lt;br/&gt;据说DeepSeek v4 正式版也很牛，下周热闹了。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;img src='https://pbs.twimg.com/media/HNlFsE5aQAAIlnb.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;67&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;2&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;76&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;35929&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;64&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sun, 19 Jul 2026 09:10:05 GMT</pubDate>
      <guid isPermaLink="false">2078769333640347660</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-19T09:10:05Z</dc:date>
    </item>
    <item>
      <title>写了个 AI 自动视频剪辑 skill，感觉立马可以抖音小红书起号了，嘿嘿。

买个33台词会员，没有也可以用pexels免费空镜头，加上Listenhub账号，完全可以让AI做各种视频了。

htt...</title>
      <link>https://x.com/vista8/status/2078685312105189767</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;写了个 AI 自动视频剪辑 skill，感觉立马可以抖音小红书起号了，嘿嘿。&lt;br/&gt;&lt;br/&gt;买个33台词会员，没有也可以用pexels免费空镜头，加上Listenhub账号，完全可以让AI做各种视频了。&lt;br/&gt;&lt;br/&gt;&lt;a href='https://github.com/joeseesun/qiaomu-cut-skill' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;github.com/joeseesun/qiao…&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;安装指令：npx skills add joeseesun/qiaomu-cut-skill --skill qiaomu-cut&lt;br/&gt;&lt;br/&gt;演示效果：&lt;br/&gt;&lt;a href='https://x.com/vista8/status/2078680925987291374' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/vista8/status/…&lt;/a&gt;&lt;a href='https://x.com/vista8/status/2078676296243265570' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/vista8/status/…&lt;/a&gt;&lt;a href='https://x.com/vista8/status/2078580193682493810' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/vista8/status/…&lt;/a&gt;&lt;br/&gt;&lt;br/&gt;后面会持续打磨，大家一起玩起来。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2078684872617656320/vid/avc1/720x1280/G5yxoi3cwhUnYvf7.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2078685312105189767/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/1960882043249942533/h4J39ERy_normal.jpg' alt='向阳乔木' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;向阳乔木&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@vista8&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;刚写了一个Skill，自动剪辑影视片段学常用英语表达。&lt;br/&gt;&lt;br/&gt;还需迭代，后续看搞定后开源。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2078579873518637056/vid/avc1/1080x1920/KmiGR4OMQa1-c3pG.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2078580193682493810/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/vista8/status/2078580193682493810' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;65&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;45&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;205&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;31111&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;111&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sun, 19 Jul 2026 03:36:13 GMT</pubDate>
      <guid isPermaLink="false">2078685312105189767</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-19T03:36:13Z</dc:date>
    </item>
    <item>
      <title>Codex 调用 Listenhub Cli + 免费视频素材库 pexels 写一个skill，一句话生成类似视频。</title>
      <link>https://x.com/vista8/status/2078680925987291374</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;Codex 调用 Listenhub Cli + 免费视频素材库 pexels 写一个skill，一句话生成类似视频。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2078680356799307776/vid/avc1/1080x1920/T_8TWG6N6UktitBw.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2078680925987291374/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;img src='https://pbs.twimg.com/media/HNj1RuEbMAAJuPJ.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;23&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;26&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;144&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;22975&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;76&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sun, 19 Jul 2026 03:18:47 GMT</pubDate>
      <guid isPermaLink="false">2078680925987291374</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-19T03:18:47Z</dc:date>
    </item>
    <item>
      <title>昨天的直播，因参加waic会后 after party，全程旁听。

我们金牌主持人元子 @yuanzi_owO 超强！什么状况都能罩住，推荐关注。

12 位分享人顺利完成直播秀，听众纷纷要回放链接...</title>
      <link>https://x.com/vista8/status/2078677845073899640</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;昨天的直播，因参加waic会后 after party，全程旁听。&lt;br/&gt;&lt;br/&gt;我们金牌主持人元子 &lt;a href='https://x.com/yuanzi_owO' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;@yuanzi_owO&lt;/a&gt; 超强！什么状况都能罩住，推荐关注。&lt;br/&gt;&lt;br/&gt;12 位分享人顺利完成直播秀，听众纷纷要回放链接，信息密度极高。&lt;br/&gt;&lt;br/&gt;姚老师整理了所有分享介绍和链接，推荐收藏关注这些分享者。&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;5&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;3&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;32&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;19064&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;15&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sun, 19 Jul 2026 03:06:32 GMT</pubDate>
      <guid isPermaLink="false">2078677845073899640</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-19T03:06:32Z</dc:date>
    </item>
    <item>
      <title>用 Skill 自动找影视片段拼接，讲述一些东西。

看起来效果还可以啊。</title>
      <link>https://x.com/vista8/status/2078676296243265570</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;用 Skill 自动找影视片段拼接，讲述一些东西。&lt;br/&gt;&lt;br/&gt;看起来效果还可以啊。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2078675586109898752/vid/avc1/1920x1080/FHUCf-6RlRHljFFH.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2078676296243265570/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;15&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;27&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;146&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;21010&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;63&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sun, 19 Jul 2026 03:00:23 GMT</pubDate>
      <guid isPermaLink="false">2078676296243265570</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-19T03:00:23Z</dc:date>
    </item>
    <item>
      <title>刚写了一个Skill，自动剪辑影视片段学常用英语表达。

还需迭代，后续看搞定后开源。</title>
      <link>https://x.com/vista8/status/2078580193682493810</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;刚写了一个Skill，自动剪辑影视片段学常用英语表达。&lt;br/&gt;&lt;br/&gt;还需迭代，后续看搞定后开源。&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2078579873518637056/vid/avc1/1080x1920/KmiGR4OMQa1-c3pG.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2078580193682493810/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;11&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;3&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;27&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;36540&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;17&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sat, 18 Jul 2026 20:38:30 GMT</pubDate>
      <guid isPermaLink="false">2078580193682493810</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-18T20:38:30Z</dc:date>
    </item>
    <item>
      <title>上海还是Fashion一点</title>
      <link>https://x.com/vista8/status/2078504280575906094</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;上海还是Fashion一点&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'&gt;&lt;div style='margin: 0; background-color: #f5f5f5; padding: 8px;'&gt;&lt;video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'&gt;&lt;source src='https://video.twimg.com/amplify_video/2078504164636971009/vid/avc1/1080x1920/bbVYIHiBSewLHNr5.mp4?tag=29' type='video/mp4'&gt;Your browser does not support the video tag.&lt;/video&gt;&lt;div style='padding: 10px; text-align: center; background-color: #f0f0f0;'&gt;&lt;a href='https://x.com/vista8/status/2078504280575906094/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'&gt;&#x1f517; View on Twitter&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;73&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;0&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;12&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;9040&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;60&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sat, 18 Jul 2026 15:36:51 GMT</pubDate>
      <guid isPermaLink="false">2078504280575906094</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-18T15:36:51Z</dc:date>
    </item>
    <item>
      <title>乔帮主对Kimi K3的详细评测报告来了！非常牛逼，但也有一些局限。

6个真实场景项目，每个都能在线体验使用。

模型局限也有几条：

1. 因训练方式原因，与官方的 Kimi Code 匹配更好，...</title>
      <link>https://x.com/vista8/status/2078337668942094436</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;乔帮主对Kimi K3的详细评测报告来了！非常牛逼，但也有一些局限。&lt;br/&gt;&lt;br/&gt;6个真实场景项目，每个都能在线体验使用。&lt;br/&gt;&lt;br/&gt;模型局限也有几条：&lt;br/&gt;&lt;br/&gt;1. 因训练方式原因，与官方的 Kimi Code 匹配更好，如接入 Claude Code，效果可能会有折损。&lt;br/&gt;&lt;br/&gt;2. 优化了长程、高难任务，主动性很强；遇到简单、模糊需求，反而会过度思考和发挥。&lt;br/&gt;&lt;br/&gt;3. K3 在交互、界面、视觉、空间等相关场景完全可以作为首选模型，但架构、后端等场景，仍落后于最强闭源模型 Claude Fable 5 和 GPT-5.6&lt;/div&gt;&lt;div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'&gt;&lt;div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'&gt;&lt;div style='display: table-cell; vertical-align: middle; width: 32px;'&gt;&lt;img src='https://pbs.twimg.com/profile_images/1960882043249942533/h4J39ERy_normal.jpg' alt='向阳乔木' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /&gt;&lt;/div&gt;&lt;div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'&gt;&lt;span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'&gt;向阳乔木&lt;/span&gt;&lt;span style='color: #536471; font-size: 14px;'&gt;@vista8&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'&gt;&lt;a href='http://x.com/i/article/2078332315873464320' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/i/article/2078…&lt;/a&gt;&lt;/div&gt;&lt;div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'&gt;&lt;a href='https://x.com/vista8/status/2078334003007082916' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'&gt;&#x1f517; View Quoted Tweet&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;124&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;19&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;74&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;40025&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;99&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sat, 18 Jul 2026 04:34:48 GMT</pubDate>
      <guid isPermaLink="false">2078337668942094436</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-18T04:34:48Z</dc:date>
    </item>
    <item>
      <title>https://t.co/XPSAG0HDCn</title>
      <link>https://x.com/vista8/status/2078334003007082916</link>
      <description>&lt;div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'&gt;&lt;div style='padding: 8px 16px;'&gt;&lt;div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'&gt;&lt;a href='http://x.com/i/article/2078332315873464320' target='_blank' style='color: #1da1f2; text-decoration: none;'&gt;x.com/i/article/2078…&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ac;&lt;/span&gt;&lt;span&gt;28&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f504;&lt;/span&gt;&lt;span&gt;83&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='color: #f91880; margin-right: 4px;'&gt;❤️&lt;/span&gt;&lt;span&gt;297&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f440;&lt;/span&gt;&lt;span&gt;132590&lt;/span&gt;&lt;/span&gt;&lt;span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'&gt;&lt;span style='margin-right: 4px;'&gt;&#x1f4ca;&lt;/span&gt;&lt;span&gt;153&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'&gt;&lt;div style='text-align: center; font-size: 12px;'&gt;&lt;a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'&gt;⚡ Powered by xgo.ing&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
      <pubDate>Sat, 18 Jul 2026 04:20:14 GMT</pubDate>
      <guid isPermaLink="false">2078334003007082916</guid>
      <dc:creator>向阳乔木 (@vista8)</dc:creator>
      <dc:date>2026-07-18T04:20:14Z</dc:date>
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