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    <title>AI on Minimum Loss</title>
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      <title>The Case for Private AI</title>
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      <pubDate>Sun, 25 Oct 2026 15:31:14 +0800</pubDate>
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      <description>&lt;h3 id=&#34;section-1-the-problem-that-ai-creates&#34;&gt;Section 1: The problem that AI creates&lt;/h3&gt;
&lt;p&gt;Your company just enabled &amp;ldquo;AI&amp;rdquo; features. You can now upload PDFs, Excel, CSVs, Slack conversations, directly into Claude to analyze data, extract insights, and summarize documents in seconds. There&amp;rsquo;s going to be a great productivity boost across all departments. In fact, through MCP, Claude can now work directly with all the tools you use: Gmail, Jira, SnowFlake(DB), and &lt;em&gt;in fact&lt;/em&gt;, through integration with Claude code, it has access to your entire private code base, as well as your company machine&amp;rsquo;s file systems (trigger happy devs).&lt;/p&gt;</description>
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