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    <description>A trustworthy guide through the most intense economic change the world will ever see. Data-driven visual essays with real numbers, cited sources, and transparent assumptions.</description>
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      <title>ChatGPT Stock Picks vs. the S&amp;P 500</title>
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      <description>Can AI beat the market? We tested every credible ChatGPT stock-picking experiment. The results reveal what LLMs actually excel at and where they catastrophically fail.</description>
      <pubDate>Tue, 05 May 2026 08:00:00 +0000</pubDate>
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      <title>Can AI Beat the Market in Stock Picking?</title>
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      <description>Tests what AI can actually do in stock selection in 2026. AI generates ~2% annual alpha at best, enough to matter, not enough to skip homework.</description>
      <pubDate>Tue, 28 Apr 2026 08:00:00 +0000</pubDate>
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      <title>The NVIDIA Tax</title>
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      <description>How NVIDIA extracts a 78% margin tax from every AI company. Analysis of GPU spending, competitive moats, and portfolio implications.</description>
      <pubDate>Tue, 21 Apr 2026 08:00:00 +0000</pubDate>
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      <title>The 10 Numbers That Tell You Everything About an AI Stock</title>
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      <description>10 metrics that reveal whether an AI company is building real value or burning cash on hype.</description>
      <pubDate>Tue, 14 Apr 2026 08:00:00 +0000</pubDate>
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      <title>Your Index Fund Is an AI Bet</title>
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      <description>You didn&#x27;t choose to concentrate in AI. The index did it for you. Here&#x27;s what that means for your risk.</description>
      <pubDate>Wed, 08 Apr 2026 08:00:00 +0000</pubDate>
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      <title>The Magnificent Seven Are Not the Same Bet</title>
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      <description>Lumping them together is the market&#x27;s laziest habit. The data shows seven very different risk profiles.</description>
      <pubDate>Wed, 08 Apr 2026 08:00:00 +0000</pubDate>
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      <title>What the Dot-Com Bust Actually Teaches About AI</title>
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      <description>Everyone cites it. Few read the data correctly. The dot-com era didn&#x27;t punish the internet — it punished revenueless companies.</description>
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