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    <description>Research on AI and the economics of work, plus the open-source tools and teaching material behind it.</description>
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      <title>onet2r: A Reproducible Toolkit for O*NET Occupational Data</title>
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      <description>O*NET is one of the best public sources for what occupations involve, and easy to misuse as a time series. A new R package for reading archived releases, bridging taxonomies, and weighting by employment without fooling yourself.</description>
      <pubDate>Mon, 01 Jun 2026 12:00:00 +0000</pubDate>
      <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/">Alex Farach</dc:creator>
      <category>Research Tools</category>
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      <title>Career Advice in the Age of AI</title>
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      <description>On craft, curiosity, and what the machines can't replicate. A letter to my son about following excitement, building situated knowledge, and paying attention.</description>
      <pubDate>Sun, 01 Mar 2026 12:00:00 +0000</pubDate>
      <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/">Alex Farach</dc:creator>
      <category>AI &amp; Careers</category>
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      <title>Software Is Not an Industry. It Is the Substrate of Modern Life.</title>
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      <description>Everyone asks how many jobs AI will destroy. The better question is what happens to the demand for work when the cost of building drops to near zero.</description>
      <pubDate>Sun, 01 Mar 2026 12:00:00 +0000</pubDate>
      <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/">Alex Farach</dc:creator>
      <category>AI &amp; Labor Economics</category>
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      <title>Are Apps Just Save Points for Agents?</title>
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      <description>If agents can build and do almost anything, why do apps still matter? Exploring the relationship between traversal and commitment in an agent-driven world.</description>
      <pubDate>Thu, 01 Jan 2026 12:00:00 +0000</pubDate>
      <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/">Alex Farach</dc:creator>
      <category>AI &amp; Software</category>
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      <title>From Language Models to World Models</title>
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      <description>Most real work looks more like playing in a band than reading a book. The next wave of AI needs to learn by living inside situations, sharing the world with us.</description>
      <pubDate>Sat, 01 Nov 2025 12:00:00 +0000</pubDate>
      <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/">Alex Farach</dc:creator>
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