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      <image:title>Journal</image:title>
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    <loc>https://dehora.net/journal/2026/policywerk-from-tables-to-imagination</loc>
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    <lastmod>2026-03-28</lastmod>
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      <image:title>Journal - Policywerk: From Tables to Imagination - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Journal - Policywerk: From Tables to Imagination - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Journal - Policywerk: From Tables to Imagination - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://dehora.net/journal/2026/policywerk-building-reinforcement-learning-from-first-principles</loc>
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      <image:title>Journal - Policywerk: Building Reinforcement Learning from First Principles - Make it stand out</image:title>
      <image:caption>Value iteration on the gridworld</image:caption>
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      <image:title>Journal - Policywerk: Building Reinforcement Learning from First Principles - Make it stand out</image:title>
      <image:caption>Actor-critic learning to balance</image:caption>
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      <image:title>Journal - Policywerk: Building Reinforcement Learning from First Principles - Make it stand out</image:title>
      <image:caption>TD learning on the random walk</image:caption>
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      <image:title>Journal - Policywerk: Building Reinforcement Learning from First Principles - Make it stand out</image:title>
      <image:caption>Q-learning on the cliff world</image:caption>
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  <url>
    <loc>https://dehora.net/journal/2026/modelwerk-beyond-transformers</loc>
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    <lastmod>2026-03-19</lastmod>
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      <image:title>Journal - Modelwerk: Beyond Transformers - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Journal - Modelwerk: Beyond Transformers - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Journal - Modelwerk: Beyond Transformers - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/6a6bed6b-7ece-4430-a3f2-1cd25cc3d99c/06_ctm_certainty.png</image:loc>
      <image:title>Journal - Modelwerk: Beyond Transformers - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/f3ce5bc4-fa9c-4c0d-9382-fa0e7c865b8a/06_ctm_training.png</image:loc>
      <image:title>Journal - Modelwerk: Beyond Transformers - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://dehora.net/journal/2026/modelwerk-neural-networks-as-machinery</loc>
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    <priority>0.5</priority>
    <lastmod>2026-03-28</lastmod>
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  <url>
    <loc>https://dehora.net/journal/2026/working-with-agents-doesnt-feel-like-flow</loc>
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    <priority>0.5</priority>
    <lastmod>2026-03-13</lastmod>
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      <image:title>Journal - Working with agents doesn't feel like flow - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://dehora.net/journal/2026/skilled-agents</loc>
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    <lastmod>2026-03-05</lastmod>
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  <url>
    <loc>https://dehora.net/journal/2026/3/agentic-engineering-building-without-writing</loc>
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    <priority>0.5</priority>
    <lastmod>2026-03-03</lastmod>
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      <image:title>Journal - Agentic Engineering: Building Without Writing - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/595bc189-a75e-4b78-bffb-77a9d780519b/Screenshot+2026-03-02+at+19.31.33.png</image:loc>
      <image:title>Journal - Agentic Engineering: Building Without Writing - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://dehora.net/journal/2026/2/initial-thoughts-on-welcome-to-gas-town</loc>
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    <priority>0.5</priority>
    <lastmod>2026-03-17</lastmod>
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  <url>
    <loc>https://dehora.net/journal/2026/the-draw-boy</loc>
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    <priority>0.5</priority>
    <lastmod>2026-03-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/52bc1fed-fdd2-4af2-bb8a-e1bf9d68c4dc/hh-punch.jpg</image:loc>
      <image:title>Journal - The Draw Boy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Journal - The Draw Boy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1d564d1d-8493-41aa-9149-f82066384b3d/jacquard-loom.jpg</image:loc>
      <image:title>Journal - The Draw Boy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/ba7652d4-1f7a-4257-b941-a8061b664052/patch.png</image:loc>
      <image:title>Journal - The Draw Boy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/7dc4031a-ca2c-41a4-ab4a-741f31e22f34/Screenshot+2026-02-07+at+00.16.35.png</image:loc>
      <image:title>Journal - The Draw Boy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/c0844362-eb97-41eb-832a-f8b1e626bede/JacquardLoom.jpg</image:loc>
      <image:title>Journal - The Draw Boy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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  <url>
    <loc>https://dehora.net/journal/2026/1/21/sizing-an-organisation</loc>
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    <priority>0.5</priority>
    <lastmod>2026-01-21</lastmod>
  </url>
  <url>
    <loc>https://dehora.net/journal/some-books-were-read-2024</loc>
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    <priority>0.5</priority>
    <lastmod>2026-01-20</lastmod>
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  <url>
    <loc>https://dehora.net/journal/2024/a-local-ai-model-setup-for-apple-macs</loc>
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    <priority>0.5</priority>
    <lastmod>2026-01-20</lastmod>
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      <image:title>Journal - A Local AI Model Setup for Apple Macs - Make it stand out</image:title>
      <image:caption>oi home</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/0eb67088-3403-46c4-a6cf-89c9a1e254e6/oi-taskbar.png</image:loc>
      <image:title>Journal - A Local AI Model Setup for Apple Macs - Make it stand out</image:title>
      <image:caption>oi session taskbar</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/f02fd436-b97d-4925-9cb2-71b34b3019c4/oi-admin-prompt.png</image:loc>
      <image:title>Journal - A Local AI Model Setup for Apple Macs - Make it stand out</image:title>
      <image:caption>oi admin prompts</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/481ab334-368a-4990-8249-7dfd5fe763c4/oi-admin-model.png</image:loc>
      <image:title>Journal - A Local AI Model Setup for Apple Macs - Make it stand out</image:title>
      <image:caption>oi admin models</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/a6d6b907-2105-4b36-8351-6c730f99681e/stable-diffusion-webui.png</image:loc>
      <image:title>Journal - A Local AI Model Setup for Apple Macs - Make it stand out</image:title>
      <image:caption>stable-diffusion-webui home</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/ea3852f1-0826-46bc-8858-b3fe75fd219e/io-admin-images.png</image:loc>
      <image:title>Journal - A Local AI Model Setup for Apple Macs - Make it stand out</image:title>
      <image:caption>oi admin images</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/7652c0e8-4de9-4935-adc1-ce76781f65e7/oi-image-gen.png</image:loc>
      <image:title>Journal - A Local AI Model Setup for Apple Macs - Make it stand out</image:title>
      <image:caption>oi taskbar image generation</image:caption>
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  <url>
    <loc>https://dehora.net/journal/2024/machine-learning-for-engineers-book-list</loc>
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    <lastmod>2026-01-20</lastmod>
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      <image:title>Journal - Machine Learning for Engineers: Book List 2024 - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1515857069968-J9FYZH7TD8ROBVL44JOX/image-asset.png</image:loc>
      <image:title>Journal - Machine Learning for Engineers: Book List 2024 - Make it stand out</image:title>
      <image:caption>xkcd: Machine Learning</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1522679001226-SDVYW3VJK5WR30L387XG/python.png</image:loc>
      <image:title>Journal - Machine Learning for Engineers: Book List 2024 - Make it stand out</image:title>
      <image:caption>xkcd: Python</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1576786646679-AHCQVBZHOKN8T9M33QCF/correlation.png</image:loc>
      <image:title>Journal - Machine Learning for Engineers: Book List 2024 - Make it stand out</image:title>
      <image:caption>xkcd: Correlation</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1576796393020-G9661MOL9JTDL0NQKWS0/purity.png</image:loc>
      <image:title>Journal - Machine Learning for Engineers: Book List 2024 - Make it stand out</image:title>
      <image:caption>xkcd: Purity</image:caption>
    </image:image>
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  <url>
    <loc>https://dehora.net/journal/how-i-use-org-mode</loc>
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    <lastmod>2026-01-20</lastmod>
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      <image:title>Journal - How I use Org Mode - Make it stand out</image:title>
      <image:caption>org mode personal files</image:caption>
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    <image:image>
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      <image:title>Journal - How I use Org Mode - Make it stand out</image:title>
      <image:caption>top level layout</image:caption>
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    <image:image>
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      <image:title>Journal - How I use Org Mode - Make it stand out</image:title>
      <image:caption>subtask tracking</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/a9273d0d-1859-420c-8083-98783f5348a2/org-mode-keywords.png</image:loc>
      <image:title>Journal - How I use Org Mode - Make it stand out</image:title>
      <image:caption>org mode keywords</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/07086a86-a950-460d-836c-865cdbb434f3/org-mode-agenda-view.png</image:loc>
      <image:title>Journal - How I use Org Mode - Make it stand out</image:title>
      <image:caption>agenda-view</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/0ea70a35-f777-45f3-a72e-e3be0530e5c6/org-mode-beorg-task-view.jpg</image:loc>
      <image:title>Journal - How I use Org Mode - Make it stand out</image:title>
      <image:caption>beorg task view</image:caption>
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  </url>
  <url>
    <loc>https://dehora.net/journal/some-books-were-read-2021</loc>
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    <priority>0.5</priority>
    <lastmod>2026-01-20</lastmod>
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    <loc>https://dehora.net/journal/2021/09/01/what-ive-been-reading</loc>
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    <lastmod>2026-01-20</lastmod>
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    <loc>https://dehora.net/journal/some-books-were-read-2020</loc>
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    <priority>0.5</priority>
    <lastmod>2026-01-20</lastmod>
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    <loc>https://dehora.net/journal/2020/08/11/start-with-the-customer-experience</loc>
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    <lastmod>2026-01-20</lastmod>
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    <loc>https://dehora.net/journal/technical-prime</loc>
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    <lastmod>2026-01-20</lastmod>
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    <loc>https://dehora.net/journal/2019/12/18/machine-learning-for-engineers-book-list</loc>
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    <priority>0.5</priority>
    <lastmod>2026-01-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1576795633000-601RMXYCBWNFBOZMKTT8/Screenshot+2019-12-19+at+22.46.51.png</image:loc>
      <image:title>Journal - Machine Learning for Engineers: Book List</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1576796393020-G9661MOL9JTDL0NQKWS0/purity.png</image:loc>
      <image:title>Journal - Machine Learning for Engineers: Book List</image:title>
      <image:caption>xkcd: Purity</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5a4a81b2268b966898dd1203/1515857069968-J9FYZH7TD8ROBVL44JOX/image-asset.png</image:loc>
      <image:title>Journal - Machine Learning for Engineers: Book List</image:title>
      <image:caption>xkcd: Machine Learning</image:caption>
    </image:image>
    <image:image>
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      <image:caption>xkcd: Correlation</image:caption>
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      <image:caption>Any year now!</image:caption>
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