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  <title>keypnchr — fieldnotes</title>
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  <updated>2026-06-23T00:00:00-05:00</updated>
  <author><name>Matthew Henderson</name></author>
  <generator>Bridgetown</generator>
  <entry>
    <title>Field Note · June 23, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/06/23/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/06/23/field-note/" rel="alternate" type="text/html" />
    <published>2026-06-23T00:00:00-05:00</published>
    <updated>2026-06-23T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
    &lt;div class=&quot;fieldnote-item fieldnote-item--featured&quot;&gt;
      &lt;div class=&quot;fieldnote-text&quot;&gt;&quot;MarkItDown is a lightweight Python utility [from Microsoft] for converting various files to Markdown for use with LLMs and related text analysis pipelines.&quot;&lt;/div&gt;
      &lt;a href=&quot;https://github.com/microsoft/markitdown&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
        github.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
      &lt;/a&gt;
    &lt;/div&gt;
  &lt;/div&gt;


  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&quot;The Coming Loop&quot;&lt;/div&gt;
    &lt;a href=&quot;https://lucumr.pocoo.org/2026/6/23/the-coming-loop/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      lucumr.pocoo.org &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&quot;Vulnerability Reports Are Not Special Anymore&quot;&lt;/div&gt;
    &lt;a href=&quot;https://words.filippo.io/vuln-reports/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      filippo.io &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
</content>
  </entry>
  <entry>
    <title>Field Note · June 8, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/06/08/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/06/08/field-note/" rel="alternate" type="text/html" />
    <published>2026-06-08T00:00:00-05:00</published>
    <updated>2026-06-08T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
    &lt;div class=&quot;fieldnote-item fieldnote-item--featured&quot;&gt;
      &lt;div class=&quot;fieldnote-text&quot;&gt;Apple Core AI. Yes.&lt;/div&gt;
      &lt;a href=&quot;https://developer.apple.com/documentation/coreai/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
        apple.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
      &lt;/a&gt;
    &lt;/div&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;A case for why every lab should have explicit AI-use guidelines.&lt;/div&gt;
    &lt;a href=&quot;https://blekhman.substack.com/p/you-need-to-make-ai-guidelines-for&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      substack.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&quot;AI Cannot Afford To Slow Down — It Needs $3 Trillion Or More In Revenue By End Of 2030 To Sustain Its Existence&quot;&lt;/div&gt;
    &lt;a href=&quot;https://www.wheresyoured.at/ai-is-slowing-down/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      wheresyoured.at &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
</content>
  </entry>
  <entry>
    <title>Field Note · May 7, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/05/07/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/05/07/field-note/" rel="alternate" type="text/html" />
    <published>2026-05-07T00:00:00-05:00</published>
    <updated>2026-05-07T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;SQLite recommended as archiving format by LOC&lt;a href=&quot;https://sqlite.org/locrsf.html&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    sqlite.org &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;LOC-recommended data archiving formats&lt;a href=&quot;https://www.loc.gov/preservation/resources/rfs/TOC.html&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    loc.gov &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;

</content>
  </entry>
  <entry>
    <title>Field Note · April 7, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/04/07/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/04/07/field-note/" rel="alternate" type="text/html" />
    <published>2026-04-07T00:00:00-05:00</published>
    <updated>2026-04-07T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;Apple built an LLM into your Mac. apfel gives it a front door.&quot;&lt;a href=&quot;https://apfel.franzai.com&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    apfel.franzai.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;



</content>
  </entry>
  <entry>
    <title>Field Note · April 5, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/04/05/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/04/05/field-note/" rel="alternate" type="text/html" />
    <published>2026-04-05T00:00:00-05:00</published>
    <updated>2026-04-05T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;Caveman for Claude: &quot;75% less word. Brain still big.&quot;&lt;a href=&quot;https://github.com/JuliusBrussee/caveman&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    github.edu/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;



</content>
  </entry>
  <entry>
    <title>Field Note · March 9, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/03/09/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/03/09/field-note/" rel="alternate" type="text/html" />
    <published>2026-03-09T00:00:00-05:00</published>
    <updated>2026-03-09T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;Shock! Shock! I learned yesterday that an open problem I&#39;d been working on for several weeks had just been solved by Claude Opus 4.6 - Anthropic&#39;s hybrid reasoning model that had been released three weeks earlier! It seems that I&#39;ll have to revise my opinions about &quot;generative AI&quot; one of these days. What a joy it is to learn not only that my conjecture has a nice solution but also to celebrate this dramatic advance in automatic deduction and creative problem solving.&quot; — Donald Knuth&lt;a href=&quot;https://www-cs-faculty.stanford.edu/~knuth/papers/claude-cycles.pdf&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    stanford.edu/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;



</content>
  </entry>
  <entry>
    <title>Field Note · February 25, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/02/25/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/02/25/field-note/" rel="alternate" type="text/html" />
    <published>2026-02-25T00:00:00-06:00</published>
    <updated>2026-02-25T00:00:00-06:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;Father of PageMaker, and coiner of &quot;desktop publishing,&quot; dies.&lt;a href=&quot;https://www.geekwire.com/2026/pagemaker-pioneer-paul-brainerd-1947-2026-aldus-founder-devoted-his-second-chapter-to-the-planet/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    geekwire.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;


  &lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;Leading AIs from OpenAI, Anthropic and Google opted to use nuclear weapons in simulated war games in 95 per cent of cases.&quot;&lt;a href=&quot;https://www.newscientist.com/article/2516885-ais-cant-stop-recommending-nuclear-strikes-in-war-game-simulations/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
  newscientist.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;


  &lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;From a matplotlib maintainer: &quot;An AI agent of unknown ownership autonomously wrote and published a personalized hit piece about me after I rejected its code, attempting to damage my reputation and shame me into accepting its changes into a mainstream python library.&quot;&lt;a href=&quot;https://theshamblog.com/an-ai-agent-published-a-hit-piece-on-me/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    theshamblog.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;New in Claude Code: Remote Control. Kick off a task in your terminal and pick it up from your phone while you take a walk or join a meeting. Claude keeps running on your machine, and you can control the session from the Claude app or http://claude.ai/code&quot;&lt;a href=&quot;https://code.claude.com/docs/en/remote-control&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    claude.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;



</content>
  </entry>
  <entry>
    <title>Field Note · February 24, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/02/24/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/02/24/field-note/" rel="alternate" type="text/html" />
    <published>2026-02-24T00:00:00-06:00</published>
    <updated>2026-02-24T00:00:00-06:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;We have identified industrial-scale campaigns by three AI laboratories—DeepSeek, Moonshot, and MiniMax—to illicitly extract Claude’s capabilities to improve their own models&quot;&lt;a href=&quot;https://www.anthropic.com/news/detecting-and-preventing-distillation-attacks?utm_source=www.therundown.ai&amp;utm_medium=newsletter&amp;utm_campaign=anthropic-calls-out-china-s-ai-copycats&amp;_bhlid=bc05e069afb02a984513175350e5dc1707c11f63&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    anthropic.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;Claude Code can now modernize COBOL code&lt;a href=&quot;https://claude.com/blog/how-ai-helps-break-cost-barrier-cobol-modernization?utm_source=www.therundown.ai&amp;utm_medium=newsletter&amp;utm_campaign=anthropic-calls-out-china-s-ai-copycats&amp;_bhlid=1d6f21e90df6800690250dbcce4a668e12f9234c&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    claude.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
&lt;/div&gt;


</content>
  </entry>
  <entry>
    <title>Field Note · February 18, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/02/18/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/02/18/field-note/" rel="alternate" type="text/html" />
    <published>2026-02-18T00:00:00-06:00</published>
    <updated>2026-02-18T00:00:00-06:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-item&quot;&gt;
  &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;27-year-old Apple iBooks can still  download official updates from Apple.&lt;a href=&quot;https://old.reddit.com/r/MacOS/comments/1r8900z/macos_which_officially_supports_27_year_old/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
    reddit.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
  &lt;/a&gt;
&lt;/div&gt;

</content>
  </entry>
  <entry>
    <title>Field Note · February 12, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/02/12/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/02/12/field-note/" rel="alternate" type="text/html" />
    <published>2026-02-12T00:00:00-06:00</published>
    <updated>2026-02-12T00:00:00-06:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;The Most Expensive Party Balloon in History&quot;: on El Paso&#39;s airport shutdown.&lt;a href=&quot;https://log.jasongodfrey.info/questions/The-Most-Expensive-Party-Balloon-in-History&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      https://log.jasongodfrey.info/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;Introducing GPT‑5.3‑Codex‑Spark&lt;a href=&quot;https://openai.com/index/introducing-gpt-5-3-codex-spark/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      openai.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;


&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · January 27, 2026</title>
    <id>https://keypnchr.com/fieldnotes/2026/01/27/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2026/01/27/field-note/" rel="alternate" type="text/html" />
    <published>2026-01-27T00:00:00-06:00</published>
    <updated>2026-01-27T00:00:00-06:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;Addressing the risks of AI will require a mix of voluntary actions taken by companies (and private third-party actors) and actions taken by governments that bind everyone.&quot;&lt;a href=&quot;https://www.darioamodei.com/essay/the-adolescence-of-technology?utm_source=www.therundown.ai&amp;utm_medium=newsletter&amp;utm_campaign=anthropic-ceo-confronts-ai-s-dangers&amp;_bhlid=9aa963fe366bb990c0676a86f8843b02b8341731&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      darioamodei.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;

  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · December 10, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/12/10/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/12/10/field-note/" rel="alternate" type="text/html" />
    <published>2025-12-10T00:00:00-06:00</published>
    <updated>2025-12-10T00:00:00-06:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;&quot;Vibe coding actually works. It creates robust, complex systems that work. You can tell yourself (as I did) that it can’t possibly do that, but you are wrong. You can then tell yourself (as I did) that it’s good as a kind of alternative search engine for coding problems, but not much else. You are also wrong about that.&quot;&lt;a href=&quot;https://stephenramsay.net/posts/vibe-coding.html&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      stephenramsay.net &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;

  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · September 22, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/09/22/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/09/22/field-note/" rel="alternate" type="text/html" />
    <published>2025-09-22T00:00:00-05:00</published>
    <updated>2025-09-22T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;Cormac McCarthy notes on writing for science: &lt;a href=&quot;https://gwern.net/doc/science/2019-savage.pdf&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      gwern.net &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;

  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · September 10, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/09/10/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/09/10/field-note/" rel="alternate" type="text/html" />
    <published>2025-09-10T00:00:00-05:00</published>
    <updated>2025-09-10T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;
    UCLA digitized Hearst newsreels from 1929 to 1967 &lt;a href=&quot;https://newsreels.net&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      newsreels.net &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;
    Teen-agers in their bedrooms, before the age of selfies: &lt;a href=&quot;https://www.newyorker.com/culture/photo-booth/teen-agers-in-their-bedrooms-before-the-age-of-selfies?utm_medium=social&amp;utm_campaign=tny&amp;utm_source=threads&amp;utm_social-type=owned&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      newyorker.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;

  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · September 8, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/09/08/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/09/08/field-note/" rel="alternate" type="text/html" />
    <published>2025-09-08T00:00:00-05:00</published>
    <updated>2025-09-08T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;
    Better late than never — iPad native Instagram app available &lt;a href=&quot;https://about.instagram.com/blog/announcements/instagram-for-ipad/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      instagram.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;
    White paper: Why Language Models Hallucinate &lt;a href=&quot;https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf?utm_source=www.therundown.ai&amp;utm_medium=newsletter&amp;utm_campaign=openai-cracks-ai-s-hallucination-code&amp;_bhlid=83ebc9ad0c336ad6c0ff9d2d614a8e64e9c3215f&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      openai.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;

  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · September 4, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/09/04/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/09/04/field-note/" rel="alternate" type="text/html" />
    <published>2025-09-04T00:00:00-05:00</published>
    <updated>2025-09-04T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;&lt;/div&gt;
    Not new, but worth not missing: &quot;Lawrence Livermore National Laboratory expands Claude for Enterprise use to empower scientists and researchers&quot;&lt;a href=&quot;https://www.anthropic.com/news/lawrence-livermore-national-laboratory-expands-claude-for-enterprise-to-empower-scientists-and&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      anthropic.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · August 6, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/08/06/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/08/06/field-note/" rel="alternate" type="text/html" />
    <published>2025-08-06T00:00:00-05:00</published>
    <updated>2025-08-06T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;OpenAI releases two open-weight models.&lt;/div&gt;
    &quot;The gpt-oss-20b model delivers similar results to OpenAI o3‑mini on common benchmarks and can run on edge devices with just 16 GB of memory, making it ideal for on-device use cases, local inference, or rapid iteration without costly infrastructure&quot;&lt;a href=&quot;https://openai.com/index/introducing-gpt-oss/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      openai.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · July 25, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/07/25/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/07/25/field-note/" rel="alternate" type="text/html" />
    <published>2025-07-25T00:00:00-05:00</published>
    <updated>2025-07-25T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;Google kills their link shortener&lt;/div&gt;
    Another in a long line of services killed off by Google.&lt;a href=&quot;https://www.theverge.com/news/713125/google-url-shortener-links-shutdown-deadline&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      theverge.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · July 11, 2025</title>
    <id>https://keypnchr.com/fieldnotes/2025/07/11/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2025/07/11/field-note/" rel="alternate" type="text/html" />
    <published>2025-07-11T00:00:00-05:00</published>
    <updated>2025-07-11T00:00:00-05:00</updated>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;LLM Inference reference&lt;/div&gt;
    &lt;a href=&quot;https://bentoml.com/llm/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      bentoml.com &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;An individual created 184 billion Bitcoin one day in 2010&lt;/div&gt;
    &lt;a href=&quot;https://decrypt.co/39750/184-billion-bitcoin-anonymous-creator&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      decrypt.co &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
&lt;/div&gt;</content>
  </entry>
  <entry>
    <title>Field Note · November 1, 2024</title>
    <id>https://keypnchr.com/fieldnotes/2024/11/01/field-note/</id>
    <link href="https://keypnchr.com/fieldnotes/2024/11/01/field-note/" rel="alternate" type="text/html" />
    <published>2024-11-01T00:00:00-05:00</published>
    <updated>2024-11-01T00:00:00-05:00</updated>
    <summary>Wide-Angle X-ray scattering dates Shroud of Turin to first century | Alexander the Great’s tunic identified in Greece | M4 Pro faster than M2 Ultra</summary>
    <content type="html">&lt;div class=&quot;fieldnote-list&quot;&gt;
  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;Wide-Angle X-ray scattering dates Shroud of Turin to first century&lt;/div&gt;
    &lt;a href=&quot;https://doi.org/10.3390/heritage5020047&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      https://doi.org/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;Alexander the Great’s tunic identified in Greece&lt;/div&gt;
    &lt;a href=&quot;https://www.tandfonline.com/doi/full/10.1080/00934690.2024.2409503#abstract&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      https://www.tandfonline.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;

  &lt;div class=&quot;fieldnote-item&quot;&gt;
    &lt;div class=&quot;fieldnote-text&quot;&gt;M4 Pro faster than M2 Ultra. &quot;…you can now purchase a Mac mini with a 14-core M4 Pro for $1,599 in the U.S. and get similar to faster peak performance than a Mac Studio with the 24-core M2 Ultra&quot;&lt;/div&gt;
    &lt;a href=&quot;https://www.macrumors.com/2024/10/31/m4-pro-chip-benchmark-results/&quot; target=&quot;_blank&quot; class=&quot;fieldnote-link&quot;&gt;
      https://www.macrumors.com/ &lt;i class=&quot;bi bi-box-arrow-up-right&quot;&gt;&lt;/i&gt;
    &lt;/a&gt;
  &lt;/div&gt;
&lt;/div&gt;
</content>
  </entry>
</feed>

