<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="4.4.1">Jekyll</generator><link href="https://www.joshbeckman.org/feed/notes.xml" rel="self" type="application/atom+xml" /><link href="https://www.joshbeckman.org/" rel="alternate" type="text/html" /><updated>2026-06-13T00:03:51+00:00</updated><id>https://www.joshbeckman.org/feed/notes.xml</id><title type="html">Josh Beckman’s Organization | Notes</title><subtitle>Building in the open</subtitle><author><name>Josh Beckman</name><email>josh@joshbeckman.org</email><uri>https://www.joshbeckman.org/about</uri></author><entry><title type="html">Open-Source as Corporate Canary</title><link href="https://www.joshbeckman.org/notes/opensource-as-corporate-canary" rel="alternate" type="text/html" title="Open-Source as Corporate Canary" /><published>2026-06-10T17:51:55+00:00</published><updated>2026-06-10T17:51:55+00:00</updated><id>https://www.joshbeckman.org/notes/opensource-as-corporate-canary</id><content type="html" xml:base="https://www.joshbeckman.org/notes/opensource-as-corporate-canary"><![CDATA[<p>Something that occurs to me while reading <a href="https://news.ycombinator.com/item?id=48467564">posts like these from Simon Willison</a> is that: it’s worthwhile for corporations to fund his open-source posting/experimentation precisely <em>because</em> he sits outside their walls.</p>

<p>I’ve long wondered why some big corp would sponsor him for doing his stuff in the open, rather than doing it within their walls. For things like this Anthropic Fable release, every corp is clamoring to test it but there are nasty strings attached (mandatory data retention policies, etc.). Simon is able to test it <em>for them indirectly</em> and post about it publicly. So he becomes their barometer for things they are too risk-averse to do.</p>

<p>Interesting. I wonder if there’s more to do in that way, or to be more direct about it. Or maybe he is and I’m just not seeing it?</p>]]></content><author><name>Josh Beckman</name><email>josh@joshbeckman.org</email><uri>https://www.joshbeckman.org/about</uri></author><category term="notes" /><category term="funding" /><category term="software-engineering" /><category term="open-source" /><summary type="html"><![CDATA[Something that occurs to me while reading posts like these from Simon Willison is that: it’s worthwhile for corporations to fund his open-source posting/experimentation precisely because he sits outside their walls.]]></summary></entry><entry><title type="html">This is Why I Like Working at Shopify</title><link href="https://www.joshbeckman.org/notes/this-is-why-i-like-working-at-shopify" rel="alternate" type="text/html" title="This is Why I Like Working at Shopify" /><published>2026-06-09T13:50:23+00:00</published><updated>2026-06-09T13:50:23+00:00</updated><id>https://www.joshbeckman.org/notes/this-is-why-i-like-working-at-shopify</id><content type="html" xml:base="https://www.joshbeckman.org/notes/this-is-why-i-like-working-at-shopify"><![CDATA[<p><img width="1206" height="1642" alt="Tobi Lütke responding to a critic that he shouldn't write code at his level by pointing out that Tobi's the one here running a $150B company" src="/assets/images/d9edc43e-8e73-4d00-ade1-ca8f97e33c77.jpeg" /></p>]]></content><author><name>Josh Beckman</name><email>josh@joshbeckman.org</email><uri>https://www.joshbeckman.org/about</uri></author><category term="notes" /><category term="shopify" /><category term="leadership" /><summary type="html"><![CDATA[]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://www.joshbeckman.org/assets/images/d9edc43e-8e73-4d00-ade1-ca8f97e33c77.jpeg" /><media:content medium="image" url="https://www.joshbeckman.org/assets/images/d9edc43e-8e73-4d00-ade1-ca8f97e33c77.jpeg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Stop ruining it via Seth’s Blog</title><link href="https://www.joshbeckman.org/notes/01kt89bnak5z4rnxnbjyjhs9w9" rel="alternate" type="text/html" title="Stop ruining it via Seth’s Blog" /><published>2026-06-04T00:00:00+00:00</published><updated>2026-06-04T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/01kt89bnak5z4rnxnbjyjhs9w9</id><content type="html" xml:base="https://www.joshbeckman.org/notes/01kt89bnak5z4rnxnbjyjhs9w9"><![CDATA[<p>Most software is fast until you make it slow.</p>

<p>Most often the issue isn’t “empowerment”. People start out wanting to achieve things, to change things to be better, to do a good job.
The active issue is disempowerment</p>]]></content><author><name>Seth&apos;s Blog</name></author><category term="notes" /><category term="leadership" /><summary type="html"><![CDATA[Most software is fast until you make it slow.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://seths.blog/wp-content/uploads/2018/06/seth_godin_ogimages_v02_1806138-1.jpg" /><media:content medium="image" url="https://seths.blog/wp-content/uploads/2018/06/seth_godin_ogimages_v02_1806138-1.jpg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Mitigating Spectre and Other Security Threats: The Cloudflare Workers Security Model via The Cloudflare Blog</title><link href="https://www.joshbeckman.org/notes/1020268020" rel="alternate" type="text/html" title="Note on Mitigating Spectre and Other Security Threats: The Cloudflare Workers Security Model via The Cloudflare Blog" /><published>2026-05-29T00:00:00+00:00</published><updated>2026-05-29T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1020268020</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1020268020"><![CDATA[<blockquote>
  <p>Popular security culture often dwells on clever hacks and clean fixes. But for the difficult real-world problems, often there is no right answer or simple fix, only the hard work of building defenses thicker and thicker.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=blog.cloudflare.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="The Cloudflare Blog" class="quoteback-author"> The Cloudflare Blog</div><div aria-label="Mitigating Spectre and Other Security Threats: The Cloudflare Workers Security Model" class="quoteback-title"> Mitigating Spectre and Other Security Threats: The Cloudflare Workers Security Model</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://blog.cloudflare.com/mitigating-spectre-and-other-security-threats-the-cloudflare-workers-security-model/#:~:text=Popular%20security%20culture,thicker%20and%20thicker." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>I’m exploring sandboxing at work ad this was a great read.</p>]]></content><author><name>The Cloudflare Blog</name></author><category term="notes" /><category term="safety" /><summary type="html"><![CDATA[Popular security culture often dwells on clever hacks and clean fixes. But for the difficult real-world problems, often there is no right answer or simple fix, only the hard work of building defenses thicker and thicker. FROM: The Cloudflare Blog Mitigating Spectre and Other Security Threats: The Cloudflare Workers Security Model Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blog.cloudflare.com/content/images/2020/07/Screen-Shot-2020-07-28-at-2.43.24-PM.png" /><media:content medium="image" url="https://blog.cloudflare.com/content/images/2020/07/Screen-Shot-2020-07-28-at-2.43.24-PM.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on If You Let AI Do Your Writing, I Will Come to Your House and Kill You via Sam Kriss</title><link href="https://www.joshbeckman.org/notes/1019606937" rel="alternate" type="text/html" title="Note on If You Let AI Do Your Writing, I Will Come to Your House and Kill You via Sam Kriss" /><published>2026-05-27T00:00:00+00:00</published><updated>2026-05-27T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1019606937</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1019606937"><![CDATA[<blockquote>
  <p>People whose brains have been eaten by LLMs still maintain that ‘It’s not gradient, it’s texture’ or whatever is still <em>their idea</em>, expressed by the machine, but there is almost never any idea there at all. If your ideas were any good, you wouldn’t need to use the machine; as it stands your sub-literate scrawlings are the best thing about you. At least they’re yours.</p>

  <p>But you people don’t listen. However bad a writer you think you are, you are not worse than AI. But you still keep letting it do your writing for you, as if I won’t be able to tell. Listen: I can tell. I can always tell. You think I won’t notice, but I will. There’s no hiding from me. If you let AI do your writing I will find out, and I will kill you.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=samkriss.substack.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Sam Kriss" class="quoteback-author"> Sam Kriss</div><div aria-label="If You Let AI Do Your Writing, I Will Come to Your House and Kill You" class="quoteback-title"> If You Let AI Do Your Writing, I Will Come to Your House and Kill You</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://samkriss.substack.com/p/if-you-let-ai-do-your-writing-i-will#:~:text=People%20whose%20brains,will%20kill%20you." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>I love Sam’s writing.</p>

<p>I want people to enjoy my writing. That’s why I write it myself.</p>

<p>I have taken to having LLMs <a href="https://www.joshbeckman.org/blog/practicing/moving-the-critic-into-my-editor">check my writing and critique it</a>, but I write it myself. At least then, if someone is moved, I moved them.</p>]]></content><author><name>Sam Kriss</name></author><category term="notes" /><category term="ai" /><category term="writing" /><summary type="html"><![CDATA[People whose brains have been eaten by LLMs still maintain that ‘It’s not gradient, it’s texture’ or whatever is still their idea, expressed by the machine, but there is almost never any idea there at all. If your ideas were any good, you wouldn’t need to use the machine; as it stands your sub-literate scrawlings are the best thing about you. At least they’re yours. But you people don’t listen. However bad a writer you think you are, you are not worse than AI. But you still keep letting it do your writing for you, as if I won’t be able to tell. Listen: I can tell. I can always tell. You think I won’t notice, but I will. There’s no hiding from me. If you let AI do your writing I will find out, and I will kill you. FROM: Sam Kriss If You Let AI Do Your Writing, I Will Come to Your House and Kill You Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://substackcdn.com/image/fetch/$s_!T9HI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4850192-6d97-4046-b900-aeeb6643ecdd_1788x1481.jpeg" /><media:content medium="image" url="https://substackcdn.com/image/fetch/$s_!T9HI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4850192-6d97-4046-b900-aeeb6643ecdd_1788x1481.jpeg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on My Year of Liveness via Todepond dot com</title><link href="https://www.joshbeckman.org/notes/1018455830" rel="alternate" type="text/html" title="Note on My Year of Liveness via Todepond dot com" /><published>2026-05-23T00:00:00+00:00</published><updated>2026-05-23T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1018455830</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1018455830"><![CDATA[<blockquote>
  <p>I will never shut up about the value of living and breathing openness. I learned / gained so much from opening myself up to collaboration AT ALL TIMES. my life is a lot richer now.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=www.todepond.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Todepond dot com" class="quoteback-author"> Todepond dot com</div><div aria-label="My Year of Liveness" class="quoteback-title"> My Year of Liveness</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://www.todepond.com/sky/live-year/#:~:text=I%20will%20never,lot%20richer%20now." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>Life is richer with others.</p>]]></content><author><name>Todepond dot com</name></author><category term="notes" /><category term="commons" /><summary type="html"><![CDATA[I will never shut up about the value of living and breathing openness. I learned / gained so much from opening myself up to collaboration AT ALL TIMES. my life is a lot richer now. FROM: Todepond dot com My Year of Liveness Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://www.todepond.com/og.png" /><media:content medium="image" url="https://www.todepond.com/og.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Something Deeper Than Hantavirus via Your Local Epidemiologist</title><link href="https://www.joshbeckman.org/notes/1015992640" rel="alternate" type="text/html" title="Note on Something Deeper Than Hantavirus via Your Local Epidemiologist" /><published>2026-05-15T00:00:00+00:00</published><updated>2026-05-15T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1015992640</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1015992640"><![CDATA[<blockquote>
  <p>In crisis communication, a well-known formula is: outrage x hazard. So even if the hazard is low, if concern is great, you’d better be speaking with clarity, acknowledging uncertainty, listening to the questions, concerns, and confusion, and bringing people along for the ride.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><span class="mini-emoji"> ✉️</span></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Your Local Epidemiologist" class="quoteback-author"> Your Local Epidemiologist</div><div aria-label="Something Deeper Than Hantavirus" class="quoteback-title"> Something Deeper Than Hantavirus</div></div></div></div>
</blockquote>

<p>Calibrate to the audience perception.</p>]]></content><author><name>Your Local Epidemiologist</name></author><category term="notes" /><category term="communication" /><category term="medicine" /><summary type="html"><![CDATA[In crisis communication, a well-known formula is: outrage x hazard. So even if the hazard is low, if concern is great, you’d better be speaking with clarity, acknowledging uncertainty, listening to the questions, concerns, and confusion, and bringing people along for the ride. ✉️FROM: Your Local Epidemiologist Something Deeper Than Hantavirus]]></summary></entry><entry><title type="html">Note on Note On: The Notebook: A History of Thinking on Paper via Ex Libris Kirkland: Recently Added Notes</title><link href="https://www.joshbeckman.org/notes/1014761065" rel="alternate" type="text/html" title="Note on Note On: The Notebook: A History of Thinking on Paper via Ex Libris Kirkland: Recently Added Notes" /><published>2026-05-12T00:00:00+00:00</published><updated>2026-05-12T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1014761065</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1014761065"><![CDATA[<blockquote>
  <p>There’s a section on ‘patient diaries’, which are not written by a patient but written about a patient. Apparently when you are in a medically induced coma, or treacheotemized, etc, people come back and often have traumatic memories - not from the actual events themselves but from their brain trying to make sense of what happened; they think they were abducted by aliens, or their loved ones were replaced by robots, or they were molested in their incapacitated state. So some Danish nurses started a practice of keeping a handwritten diary for the patient, which their loved ones can also add to, about what’s happening - and then when the patient is back to normal, they give them this handwritten account, and it really helps ground the patient back into reality and make sense of their lost time. It’s so weird, and so beautiful an idea!</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=exlibriskirkland.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Ex Libris Kirkland: Recently Added Notes" class="quoteback-author"> Ex Libris Kirkland: Recently Added Notes</div><div aria-label="Note On: The Notebook: A History of Thinking on Paper" class="quoteback-title"> Note On: The Notebook: A History of Thinking on Paper</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://exlibriskirkland.com/books/the-notebook-a-history-of-thinking-on-paper#:~:text=There%E2%80%99s%20a%20section,beautiful%20an%20idea%21" class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>Taking notes as medicine.</p>

<p>I didn’t know about this, but already I started a journal for our baby daughter like this. We leave a note for each day and have family/friends leave notes when they are with her those days. The hope was for it to be a keepsake for her, but maybe it will help ground her as a person, to have this history of her infancy.</p>]]></content><author><name>Ex Libris Kirkland: Recently Added Notes</name></author><category term="notes" /><category term="medicine" /><category term="note-taking" /><summary type="html"><![CDATA[There’s a section on ‘patient diaries’, which are not written by a patient but written about a patient. Apparently when you are in a medically induced coma, or treacheotemized, etc, people come back and often have traumatic memories - not from the actual events themselves but from their brain trying to make sense of what happened; they think they were abducted by aliens, or their loved ones were replaced by robots, or they were molested in their incapacitated state. So some Danish nurses started a practice of keeping a handwritten diary for the patient, which their loved ones can also add to, about what’s happening - and then when the patient is back to normal, they give them this handwritten account, and it really helps ground the patient back into reality and make sense of their lost time. It’s so weird, and so beautiful an idea! FROM: Ex Libris Kirkland: Recently Added Notes Note On: The Notebook: A History of Thinking on Paper Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://mattkirkland.com/favicon.ico" /><media:content medium="image" url="https://mattkirkland.com/favicon.ico" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">@tao@mathstodon.xyz via Terence Tao</title><link href="https://www.joshbeckman.org/notes/01kr9hr7z7vzy431ba2p8jccqs" rel="alternate" type="text/html" title="@tao@mathstodon.xyz via Terence Tao" /><published>2026-05-10T00:00:00+00:00</published><updated>2026-05-10T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/01kr9hr7z7vzy431ba2p8jccqs</id><content type="html" xml:base="https://www.joshbeckman.org/notes/01kr9hr7z7vzy431ba2p8jccqs"><![CDATA[<p>This cooking analogy is becoming very useful for Tao. Digestion is required for incorporation and advancement.</p>]]></content><author><name>Terence Tao</name></author><category term="notes" /><category term="ai" /><category term="education" /><summary type="html"><![CDATA[This cooking analogy is becoming very useful for Tao. Digestion is required for incorporation and advancement.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://mathstodon.xyz/packs/media/icons/apple-touch-icon-1024x1024-db6849588b44f525363c37b65ef0ac66.png" /><media:content medium="image" url="https://mathstodon.xyz/packs/media/icons/apple-touch-icon-1024x1024-db6849588b44f525363c37b65ef0ac66.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Contributor Poker and Zig’s AI Ban via kristoff.it</title><link href="https://www.joshbeckman.org/notes/1011114104" rel="alternate" type="text/html" title="Note on Contributor Poker and Zig’s AI Ban via kristoff.it" /><published>2026-04-30T00:00:00+00:00</published><updated>2026-04-30T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1011114104</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1011114104"><![CDATA[<blockquote>
  <p>So while one could in theory be a valid contributor that makes use of LLMs, <strong>from the perspective of contributor poker it’s simply irrational for us to bet on LLM users while there’s a huge pool of other contributors that don’t present this risk factor</strong>.</p>

  <p>The people who remarked on how it’s impossible to know if a contribution comes from an LLM or not have completely missed the point of this policy and are clearly unaware of contributor poker.</p>

  <p><strong>For us the ability to provide contributors with an engaging ecosystem where they can improve their systems thinking and interact with other competent, trusted and prolific engineers is a critical aspect of our business model.</strong></p>

  <p>As I’ve mentioned before, Zig is able to punch well above its  funding class because we put huge effort in thinking about technical, social and business management issues that surround the project.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=kristoff.it" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="kristoff.it" class="quoteback-author"> kristoff.it</div><div aria-label="Contributor Poker and Zig's AI Ban" class="quoteback-title"> Contributor Poker and Zig's AI Ban</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://kristoff.it/blog/contributor-poker-and-ai/#:~:text=So%20while%20one,surround%20the%20project." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>Contributor Poker is playing the player, not the code/cards.</p>

<p>They’re building a self-sustaining ecosystem of maintainers. That’s what they need <em>you</em> for, not for your one specific contribution. They want your mind, not your code.</p>]]></content><author><name>kristoff.it</name></author><category term="notes" /><category term="llm" /><category term="open-source" /><category term="software-engineering" /><summary type="html"><![CDATA[So while one could in theory be a valid contributor that makes use of LLMs, from the perspective of contributor poker it’s simply irrational for us to bet on LLM users while there’s a huge pool of other contributors that don’t present this risk factor. The people who remarked on how it’s impossible to know if a contribution comes from an LLM or not have completely missed the point of this policy and are clearly unaware of contributor poker. For us the ability to provide contributors with an engaging ecosystem where they can improve their systems thinking and interact with other competent, trusted and prolific engineers is a critical aspect of our business model. As I’ve mentioned before, Zig is able to punch well above its funding class because we put huge effort in thinking about technical, social and business management issues that surround the project. FROM: kristoff.it Contributor Poker and Zig's AI Ban Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://lobste.rs/touch-icon-144.png" /><media:content medium="image" url="https://lobste.rs/touch-icon-144.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Record Number of Bills and Nominations Passed With Senators Representing a Population Minority via Jesse Rifkin</title><link href="https://www.joshbeckman.org/notes/1006623755" rel="alternate" type="text/html" title="Note on Record Number of Bills and Nominations Passed With Senators Representing a Population Minority via Jesse Rifkin" /><published>2026-04-15T00:00:00+00:00</published><updated>2026-04-15T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1006623755</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1006623755"><![CDATA[<blockquote>
  <p>From taxes to the environment to public broadcasting like PBS and NPR, the Senate has recently passed record levels of legislation and confirmed record numbers of nominations with senators representing less than half the people.</p>

  <p>Using historical data, GovTrack found 56 examples of Senate votes on legislation that passed with senators representing a “population minority.” 26 of those 56 examples, nearly half, have occurred since President Donald Trump’s current term began.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=www.govtrack.us" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Jesse Rifkin" class="quoteback-author"> Jesse Rifkin</div><div aria-label="Record Number of Bills and Nominations Passed With Senators Representing a Population Minority" class="quoteback-title"> Record Number of Bills and Nominations Passed With Senators Representing a Population Minority</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://www.govtrack.us/posts/589/2026-04-13_record-number-of-bills-and-nominations-passed-with-senators-representing-a-population-minority#:~:text=From%20taxes%20to,current%20term%20began." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>The Will of the fewer and fewer people</p>]]></content><author><name>Jesse Rifkin</name></author><category term="notes" /><category term="state-government" /><category term="united-states" /><summary type="html"><![CDATA[From taxes to the environment to public broadcasting like PBS and NPR, the Senate has recently passed record levels of legislation and confirmed record numbers of nominations with senators representing less than half the people. Using historical data, GovTrack found 56 examples of Senate votes on legislation that passed with senators representing a “population minority.” 26 of those 56 examples, nearly half, have occurred since President Donald Trump’s current term began. FROM: Jesse Rifkin Record Number of Bills and Nominations Passed With Senators Representing a Population Minority Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://www.govtrack.us/static/images/media_icon.png?20230729" /><media:content medium="image" url="https://www.govtrack.us/static/images/media_icon.png?20230729" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">I’m Kenyan. I Don’t Write Like ChatGPT. ChatGPT Writes Like Me. via Marcus Olang’</title><link href="https://www.joshbeckman.org/notes/01knw8gw9yggjrq2b6vw7rjqgz" rel="alternate" type="text/html" title="I’m Kenyan. I Don’t Write Like ChatGPT. ChatGPT Writes Like Me. via Marcus Olang’" /><published>2026-04-10T00:00:00+00:00</published><updated>2026-04-10T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/01knw8gw9yggjrq2b6vw7rjqgz</id><content type="html" xml:base="https://www.joshbeckman.org/notes/01knw8gw9yggjrq2b6vw7rjqgz"><![CDATA[<p>This is a great example of <a href="https://www.joshbeckman.org/notes/746574375">preference tuning away from an accurate world model</a> (in this case, tuning by the Kenyan reinforcement trainers on LLMs to their idea of perfect written English).</p>]]></content><author><name>Marcus Olang&apos;</name></author><category term="notes" /><category term="llm" /><category term="alignment" /><summary type="html"><![CDATA[This is a great example of preference tuning away from an accurate world model (in this case, tuning by the Kenyan reinforcement trainers on LLMs to their idea of perfect written English).]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://substackcdn.com/image/fetch/$s_!1_Kj!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9a0dd86-1f54-4d71-a4cd-683d5a3406a9_1280x1280.png" /><media:content medium="image" url="https://substackcdn.com/image/fetch/$s_!1_Kj!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9a0dd86-1f54-4d71-a4cd-683d5a3406a9_1280x1280.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Flying With Kids and the Future of Mankind via Hallie Haglund</title><link href="https://www.joshbeckman.org/notes/1005154037" rel="alternate" type="text/html" title="Note on Flying With Kids and the Future of Mankind via Hallie Haglund" /><published>2026-04-10T00:00:00+00:00</published><updated>2026-04-10T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1005154037</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1005154037"><![CDATA[<blockquote>
  <p>We may not be responsible for other people’s choices, but where does what you’re entitled to end and what I’m entitled to begin?</p>

  <p>On the same flight, a woman was traveling alone with three small children. I couldn’t help but notice them, because they were all wearing matching outfits, including the woman. Weird. Somewhere over Arizona, she hurried her two older kids, both still in diapers, to the bathroom to change them. When she passed me, she looked at me imploringly. “Can you hold my baby?” She asked, before thrusting him into my arms to chase after the rest of her brood. The baby was chill as hell, with big blue eyes that looked shocked at being so casually pawned off on a stranger. I stood in the aisle rocking him back and forth on my hip, missing the time when my own kids were small enough to rock so easily, feeling flattered someone saw me and assumed I understood the most essential truth: we’re all turbulating through this beautiful, miserable shitstorm together.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=halliehaglund.substack.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Hallie Haglund" class="quoteback-author"> Hallie Haglund</div><div aria-label="Flying With Kids and the Future of Mankind" class="quoteback-title"> Flying With Kids and the Future of Mankind</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://halliehaglund.substack.com/p/flying-with-kids-and-the-future-of?utm_source=post-email-title&amp;publication_id=1339180&amp;post_id=193388066&amp;utm_campaign=email-post-title&amp;isFreemail=true&amp;r=1yfu1j&amp;triedRedirect=true&amp;utm_medium=email#:~:text=We%20may%20not,miserable%20shitstorm%20together." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>This is how you survive a storm: by helping others and receiving help yourself in <a href="https://www.joshbeckman.org/notes/521656528">mutual aid</a>. Surviving hard things is relational, not individual.</p>]]></content><author><name>Hallie Haglund</name></author><category term="notes" /><category term="parenting" /><category term="survivalism" /><summary type="html"><![CDATA[We may not be responsible for other people’s choices, but where does what you’re entitled to end and what I’m entitled to begin? On the same flight, a woman was traveling alone with three small children. I couldn’t help but notice them, because they were all wearing matching outfits, including the woman. Weird. Somewhere over Arizona, she hurried her two older kids, both still in diapers, to the bathroom to change them. When she passed me, she looked at me imploringly. “Can you hold my baby?” She asked, before thrusting him into my arms to chase after the rest of her brood. The baby was chill as hell, with big blue eyes that looked shocked at being so casually pawned off on a stranger. I stood in the aisle rocking him back and forth on my hip, missing the time when my own kids were small enough to rock so easily, feeling flattered someone saw me and assumed I understood the most essential truth: we’re all turbulating through this beautiful, miserable shitstorm together. FROM: Hallie Haglund Flying With Kids and the Future of Mankind Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://substackcdn.com/image/fetch/$s_!1xzK!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbf97f0bf-155a-4471-a33f-f1850128ac78_746x428.png" /><media:content medium="image" url="https://substackcdn.com/image/fetch/$s_!1xzK!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbf97f0bf-155a-4471-a33f-f1850128ac78_746x428.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on The Ghost Effect via Paul Ford</title><link href="https://www.joshbeckman.org/notes/1002872645" rel="alternate" type="text/html" title="Note on The Ghost Effect via Paul Ford" /><published>2026-04-03T00:00:00+00:00</published><updated>2026-04-03T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/1002872645</id><content type="html" xml:base="https://www.joshbeckman.org/notes/1002872645"><![CDATA[<blockquote>
  <p>I’m referring to that experience as the <em>Ghost</em> Effect (movie, not CMS). If you talk about something dangerous that might happen in the future, people nod along and file mental notes. If you talk about something dangerous that happened in the past, they listen to see what they can learn. But if you talk about something huge and dangerous happening right now, people get really polite and change the topic.</p>

  <p>The combination of vast scope and immediacy—and the fact that you can’t really see or touch what’s happening—means that if you choose to ruin the party by discussing it, you transform into a Patrick Swayze-style ghost. You’re yelling, <em>You’re in danger!</em> You think they can hear and see you, but instead they just feel kind of cold.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=aboard.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Paul Ford" class="quoteback-author"> Paul Ford</div><div aria-label="The Ghost Effect" class="quoteback-title"> The Ghost Effect</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://aboard.com/the-ghost-effect/#:~:text=I%E2%80%99m%20referring%20to,kind%20of%20cold." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>People ~hear what they want to hear~ ignore what they want to ignore. They would prefer to ignore the uncomfortable dangers.</p>]]></content><author><name>Paul Ford</name></author><category term="notes" /><category term="communication" /><category term="security" /><summary type="html"><![CDATA[I’m referring to that experience as the Ghost Effect (movie, not CMS). If you talk about something dangerous that might happen in the future, people nod along and file mental notes. If you talk about something dangerous that happened in the past, they listen to see what they can learn. But if you talk about something huge and dangerous happening right now, people get really polite and change the topic. The combination of vast scope and immediacy—and the fact that you can’t really see or touch what’s happening—means that if you choose to ruin the party by discussing it, you transform into a Patrick Swayze-style ghost. You’re yelling, You’re in danger! You think they can hear and see you, but instead they just feel kind of cold. FROM: Paul Ford The Ghost Effect Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://aboard.com/wp-content/uploads/2026/04/Ghost-TALL-768x512.png" /><media:content medium="image" url="https://aboard.com/wp-content/uploads/2026/04/Ghost-TALL-768x512.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on The Engineer to Executive Translation Layer via Anna Shipman</title><link href="https://www.joshbeckman.org/notes/999802715" rel="alternate" type="text/html" title="Note on The Engineer to Executive Translation Layer via Anna Shipman" /><published>2026-03-24T00:00:00+00:00</published><updated>2026-03-24T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/999802715</id><content type="html" xml:base="https://www.joshbeckman.org/notes/999802715"><![CDATA[<blockquote>
  <p>It’s worth remembering that the CTO’s primary role is to <a href="https://www.annashipman.co.uk/jfdi/people-process-tech-business.html">work with exec peers across the business</a> to deliver business outcomes, and that is the same for all of the exec team, and the CEO.</p>

  <p>So any proposal you make has to make it clear that this is about the business, not about improving engineering for its own purposes.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=www.annashipman.co.uk" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Anna Shipman" class="quoteback-author"> Anna Shipman</div><div aria-label="The Engineer to Executive Translation Layer" class="quoteback-title"> The Engineer to Executive Translation Layer</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://www.annashipman.co.uk/jfdi/engineer-exec-translation.html?&amp;aid=recgkbuX37xZMhfdh&amp;_bhlid=da4ecb569c8d29a757ba0a4d3775d4f77c9a4ec3#:~:text=It%E2%80%99s%20worth%20remembering,its%20own%20purposes." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>The CTO’s role is less about engineering than your role is (below them).</p>

<p>Is that true of every software engineering role? It’s less about engineering the higher/wider your scope?</p>]]></content><author><name>Anna Shipman</name></author><category term="notes" /><category term="leadership" /><category term="software-engineering" /><summary type="html"><![CDATA[It’s worth remembering that the CTO’s primary role is to work with exec peers across the business to deliver business outcomes, and that is the same for all of the exec team, and the CEO. So any proposal you make has to make it clear that this is about the business, not about improving engineering for its own purposes. FROM: Anna Shipman The Engineer to Executive Translation Layer Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://www.annashipman.co.uk/img/mediacard.jpeg" /><media:content medium="image" url="https://www.annashipman.co.uk/img/mediacard.jpeg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Reformed via Mandy Brown</title><link href="https://www.joshbeckman.org/notes/01km3124n9yzqh0grgmgc6p724" rel="alternate" type="text/html" title="Reformed via Mandy Brown" /><published>2026-03-19T00:00:00+00:00</published><updated>2026-03-19T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/01km3124n9yzqh0grgmgc6p724</id><content type="html" xml:base="https://www.joshbeckman.org/notes/01km3124n9yzqh0grgmgc6p724"><![CDATA[<p>This is your reminder that body cams are not police reform. They are a taxpayer expense to show the pretense of accountability while allowing easy avoidance by those supposedly monitored, while actually adding to the surveillance of regular citizens.</p>

<p>Real police reform reforms the police to be less militaristic and to have less power.</p>]]></content><author><name>Mandy Brown</name></author><category term="notes" /><category term="police" /><summary type="html"><![CDATA[This is your reminder that body cams are not police reform. They are a taxpayer expense to show the pretense of accountability while allowing easy avoidance by those supposedly monitored, while actually adding to the surveillance of regular citizens.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://aworkinglibrary.com/img/social.png" /><media:content medium="image" url="https://aworkinglibrary.com/img/social.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Stop Sloppypasta via stopsloppypasta.ai</title><link href="https://www.joshbeckman.org/notes/997876311" rel="alternate" type="text/html" title="Note on Stop Sloppypasta via stopsloppypasta.ai" /><published>2026-03-17T00:00:00+00:00</published><updated>2026-03-17T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/997876311</id><content type="html" xml:base="https://www.joshbeckman.org/notes/997876311"><![CDATA[<blockquote>
  <p>Assumptions of balanced effort and presumed trust are no longer guaranteed in a post-LLM world. Sloppypasta creates a compounding negative feedback loop where the sender forfeits learning and credibility while the recipient burns effort and loses trust. Receiving raw AI output feels <em>bad</em> due to the cognitive dissonance of having these assumptions violated.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=stopsloppypasta.ai" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="stopsloppypasta.ai" class="quoteback-author"> stopsloppypasta.ai</div><div aria-label="Stop Sloppypasta" class="quoteback-title"> Stop Sloppypasta</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://stopsloppypasta.ai/en/#:~:text=Assumptions%20of%20balanced,these%20assumptions%20violated." class="quoteback-arrow"> Source</a></div></div>
</blockquote>]]></content><author><name>stopsloppypasta.ai</name></author><category term="notes" /><category term="ai" /><category term="writing" /><summary type="html"><![CDATA[Assumptions of balanced effort and presumed trust are no longer guaranteed in a post-LLM world. Sloppypasta creates a compounding negative feedback loop where the sender forfeits learning and credibility while the recipient burns effort and loses trust. Receiving raw AI output feels bad due to the cognitive dissonance of having these assumptions violated. FROM: stopsloppypasta.ai Stop Sloppypasta Source]]></summary></entry><entry><title type="html">Note on Learnings From a No-Code Library: Keeping the Spec Driven Development Triangle in Sync via Drew Breunig</title><link href="https://www.joshbeckman.org/notes/997525356" rel="alternate" type="text/html" title="Note on Learnings From a No-Code Library: Keeping the Spec Driven Development Triangle in Sync via Drew Breunig" /><published>2026-03-16T00:00:00+00:00</published><updated>2026-03-16T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/997525356</id><content type="html" xml:base="https://www.joshbeckman.org/notes/997525356"><![CDATA[<blockquote>
  <p><strong>the Spec-Driven Development Triangle.</strong></p>

  <p>As each node moves forward, our job — and our tooling’s job — is to keep those nodes in sync. That’s the job. If we improve the code, we must improve the spec.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=www.dbreunig.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Drew Breunig" class="quoteback-author"> Drew Breunig</div><div aria-label="Learnings From a No-Code Library: Keeping the Spec Driven Development Triangle in Sync" class="quoteback-title"> Learnings From a No-Code Library: Keeping the Spec Driven Development Triangle in Sync</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://www.dbreunig.com/2026/03/04/the-spec-driven-development-triangle.html#:~:text=**the%20Spec-Driven%20Development,improve%20the%20spec." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>This might be a good approach to addressing the problems I’ve had in taking SDD to agents in the past year. It’s a networking of the changes, not a pipeline.</p>

<p>Key points:</p>
<ul>
  <li>all parts are tracked in git</li>
  <li>it’s a static tool, not part of the agent’s logic</li>
</ul>

<blockquote>
  <p>I don’t think it can be a skill. Whatever tool we end up using for tracking decisions and intent, it cannot live only inside the agent. It needs to run outside. It needs to handle small commits, triggers, anything…even if you never touch the agent. A skill is a suggestion. A tool needs to be a checkpoint.</p>
</blockquote>]]></content><author><name>Drew Breunig</name></author><category term="notes" /><category term="ai" /><category term="software-engineering" /><category term="tests" /><summary type="html"><![CDATA[the Spec-Driven Development Triangle. As each node moves forward, our job — and our tooling’s job — is to keep those nodes in sync. That’s the job. If we improve the code, we must improve the spec. FROM: Drew Breunig Learnings From a No-Code Library: Keeping the Spec Driven Development Triangle in Sync Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://www.dbreunig.com/img/sdd_triangle/sdd_triangle_026.jpg" /><media:content medium="image" url="https://www.dbreunig.com/img/sdd_triangle/sdd_triangle_026.jpg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Knot Tying Tutorial via Tom Sachs</title><link href="https://www.joshbeckman.org/notes/995888902" rel="alternate" type="text/html" title="Note on Knot Tying Tutorial via Tom Sachs" /><published>2026-03-12T00:00:00+00:00</published><updated>2026-03-12T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/995888902</id><content type="html" xml:base="https://www.joshbeckman.org/notes/995888902"><![CDATA[<blockquote>
  <p>If the patient asks, “Will this hurt?” Always reply with, “Not as much as the thing you did to get yourself in this situation.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=youtube.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Tom Sachs" class="quoteback-author"> Tom Sachs</div><div aria-label="Knot Tying Tutorial" class="quoteback-title"> Knot Tying Tutorial</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://youtube.com/watch?v=0e-LYGgnLm4&amp;si=Pl0R8ctc_N9ANi6K#:~:text=If%20the%20patient,in%20this%20situation." class="quoteback-arrow"> Source</a></div></div>
</blockquote>]]></content><author><name>Tom Sachs</name></author><category term="notes" /><category term="medicine" /><summary type="html"><![CDATA[If the patient asks, “Will this hurt?” Always reply with, “Not as much as the thing you did to get yourself in this situation. FROM: Tom Sachs Knot Tying Tutorial Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://i.ytimg.com/vi/0e-LYGgnLm4/maxresdefault.jpg" /><media:content medium="image" url="https://i.ytimg.com/vi/0e-LYGgnLm4/maxresdefault.jpg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">The Dark Factory Is a .dot file via 2389 Research, Inc.</title><link href="https://www.joshbeckman.org/notes/01kkda0csb7tv794bv5d4248nq" rel="alternate" type="text/html" title="The Dark Factory Is a .dot file via 2389 Research, Inc." /><published>2026-03-11T00:00:00+00:00</published><updated>2026-03-11T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/01kkda0csb7tv794bv5d4248nq</id><content type="html" xml:base="https://www.joshbeckman.org/notes/01kkda0csb7tv794bv5d4248nq"><![CDATA[<p>I’m glad I wrote those dot diagrams by hand all those years ago.</p>

<p>But more seriously, this is also being converged on with things like Shopify’s roast framework or Karpathy’s autoresearch framework. The important part here is using a meta-harness to instruct the agents on constraints, stitch them up with deterministic programs, etc.</p>]]></content><author><name>2389 Research, Inc.</name></author><category term="notes" /><category term="ai" /><category term="llm" /><category term="system-design" /><summary type="html"><![CDATA[I’m glad I wrote those dot diagrams by hand all those years ago.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://2389.ai/images/social_card_02_hu_e1786dba5f9efaab.png" /><media:content medium="image" url="https://2389.ai/images/social_card_02_hu_e1786dba5f9efaab.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Give Your Agent a Laboratory, Pt. II via Writing</title><link href="https://www.joshbeckman.org/notes/995697057" rel="alternate" type="text/html" title="Note on Give Your Agent a Laboratory, Pt. II via Writing" /><published>2026-03-11T00:00:00+00:00</published><updated>2026-03-11T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/995697057</id><content type="html" xml:base="https://www.joshbeckman.org/notes/995697057"><![CDATA[<blockquote>
  <p>I’m continually impressed with Claude’s ability to create its own benchmarking systems and rip through a series of hypotheses about how to achieve some hard-to-define optimal outcome.</p>

  <p>I recommend trying this when you’re deep into a problem looking for an optimal path: give the agent a laboratory.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=brianlovin.com" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Writing" class="quoteback-author"> Writing</div><div aria-label="Give Your Agent a Laboratory, Pt. II" class="quoteback-title"> Give Your Agent a Laboratory, Pt. II</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://brianlovin.com/writing/give-your-agent-a-laboratory-pt-ii-KjFnCW9#:~:text=I%27m%20continually%20impressed,agent%20a%20laboratory." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>This is another person discovering Karpathy’s autoresearch: deceptively simple, but give an agent a goal and space to pursue it and you will get improvements.</p>]]></content><author><name>Writing</name></author><category term="notes" /><category term="ai" /><category term="software-engineering" /><summary type="html"><![CDATA[I’m continually impressed with Claude’s ability to create its own benchmarking systems and rip through a series of hypotheses about how to achieve some hard-to-define optimal outcome. I recommend trying this when you’re deep into a problem looking for an optimal path: give the agent a laboratory. FROM: Writing Give Your Agent a Laboratory, Pt. II Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://brianlovin.com/static/og/default.png" /><media:content medium="image" url="https://brianlovin.com/static/og/default.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Clawed via Dean W. Ball</title><link href="https://www.joshbeckman.org/notes/995508746" rel="alternate" type="text/html" title="Note on Clawed via Dean W. Ball" /><published>2026-03-10T00:00:00+00:00</published><updated>2026-03-10T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/995508746</id><content type="html" xml:base="https://www.joshbeckman.org/notes/995508746"><![CDATA[<blockquote>
  <p>I have watched death as it happens, and I have watched birth. What I learned is that neither are discrete events. They are both processes, things that unfold. Birth is a series of awakenings, and death is a series of sleepenings. My son will take years to be born, and my father took six months to die. Some people spend decades dying.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=www.hyperdimensional.co" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Dean W. Ball" class="quoteback-author"> Dean W. Ball</div><div aria-label="Clawed" class="quoteback-title"> Clawed</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://www.hyperdimensional.co/p/clawed#:~:text=I%20have%20watched,spend%20decades%20dying." class="quoteback-arrow"> Source</a></div></div>
</blockquote>]]></content><author><name>Dean W. Ball</name></author><category term="notes" /><category term="death" /><summary type="html"><![CDATA[I have watched death as it happens, and I have watched birth. What I learned is that neither are discrete events. They are both processes, things that unfold. Birth is a series of awakenings, and death is a series of sleepenings. My son will take years to be born, and my father took six months to die. Some people spend decades dying. FROM: Dean W. Ball Clawed Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://substackcdn.com/image/fetch/$s_!kZjN!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f70956b-24b6-432b-81c4-dcfa4095ead7_1024x1024.png" /><media:content medium="image" url="https://substackcdn.com/image/fetch/$s_!kZjN!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f70956b-24b6-432b-81c4-dcfa4095ead7_1024x1024.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Note on Clawed via Dean W. Ball</title><link href="https://www.joshbeckman.org/notes/995510574" rel="alternate" type="text/html" title="Note on Clawed via Dean W. Ball" /><published>2026-03-10T00:00:00+00:00</published><updated>2026-03-10T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/995510574</id><content type="html" xml:base="https://www.joshbeckman.org/notes/995510574"><![CDATA[<blockquote>
  <p>Even if Secretary Hegseth backs down and narrows his extremely broad threat against Anthropic, great damage has been done. Even in the narrowest supply-chain risk designation, the government has <em>still</em> said that they will treat you like a foreign adversary—indeed, they will treat you in some ways <em>worse</em> than a foreign adversary—simply for refusing to capitulate to their terms of business. Simply for having different <em>ideas,</em> expressing those ideas in <em>speech</em>, and actualizing that speech in decisions about how to deploy and not deploy one’s <em>property</em>. Each of these things is fundamental to our republic, and each was assaulted—not anything like for the first time but nonetheless in novel ways—by the Department of War last week. Most corporations, political actors, and others will have to operate under the assumption that the logic of the tribe will now reign.</p>

  <p>There is something deeper about the damage done by the government, too. The Anthropic-DoW skirmish is the first major public debate that is truly about where the proper locus of control over frontier AI should be. Our public institutions behaved erratically, maliciously, and without strategic clarity. Our political leaders conveyed little understanding of their own actions, to say nothing of the technology and its stakes. They got off on an extraordinarily bad footing, and it is hard to imagine them ever recovering, because they do not seem to care about improvement. They are a cartoonish depiction of the American political elite, but sadly their failings have been the prototype of American political elites from both parties for much of my life now. “The same as before, but now noticeably worse” has been the theme of American politics for 20 years.</p>
  <div class="quoteback-footer"><div class="quoteback-avatar"><img class="mini-favicon" src="https://s2.googleusercontent.com/s2/favicons?domain=www.hyperdimensional.co" /></div><div class="quoteback-metadata"><div class="metadata-inner"><span style="display:none">FROM:</span><div aria-label="Dean W. Ball" class="quoteback-author"> Dean W. Ball</div><div aria-label="Clawed" class="quoteback-title"> Clawed</div></div></div><div class="quoteback-backlink"><a target="_blank" aria-label="go to the full text of this quotation" rel="noopener" href="https://www.hyperdimensional.co/p/clawed#:~:text=Even%20if%20Secretary,for%2020%20years." class="quoteback-arrow"> Source</a></div></div>
</blockquote>

<p>This is a great and measured piece about how terribly stupidly bad it was to do what they did last week.</p>]]></content><author><name>Dean W. Ball</name></author><category term="notes" /><category term="ai" /><category term="united-states" /><summary type="html"><![CDATA[Even if Secretary Hegseth backs down and narrows his extremely broad threat against Anthropic, great damage has been done. Even in the narrowest supply-chain risk designation, the government has still said that they will treat you like a foreign adversary—indeed, they will treat you in some ways worse than a foreign adversary—simply for refusing to capitulate to their terms of business. Simply for having different ideas, expressing those ideas in speech, and actualizing that speech in decisions about how to deploy and not deploy one’s property. Each of these things is fundamental to our republic, and each was assaulted—not anything like for the first time but nonetheless in novel ways—by the Department of War last week. Most corporations, political actors, and others will have to operate under the assumption that the logic of the tribe will now reign. There is something deeper about the damage done by the government, too. The Anthropic-DoW skirmish is the first major public debate that is truly about where the proper locus of control over frontier AI should be. Our public institutions behaved erratically, maliciously, and without strategic clarity. Our political leaders conveyed little understanding of their own actions, to say nothing of the technology and its stakes. They got off on an extraordinarily bad footing, and it is hard to imagine them ever recovering, because they do not seem to care about improvement. They are a cartoonish depiction of the American political elite, but sadly their failings have been the prototype of American political elites from both parties for much of my life now. “The same as before, but now noticeably worse” has been the theme of American politics for 20 years. FROM: Dean W. Ball Clawed Source]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://substackcdn.com/image/fetch/$s_!kZjN!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f70956b-24b6-432b-81c4-dcfa4095ead7_1024x1024.png" /><media:content medium="image" url="https://substackcdn.com/image/fetch/$s_!kZjN!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f70956b-24b6-432b-81c4-dcfa4095ead7_1024x1024.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">You’ll regret it via Sam Kriss</title><link href="https://www.joshbeckman.org/notes/01kk47asqv70f9tpxp36rkwaqx" rel="alternate" type="text/html" title="You’ll regret it via Sam Kriss" /><published>2026-03-07T00:00:00+00:00</published><updated>2026-03-07T00:00:00+00:00</updated><id>https://www.joshbeckman.org/notes/01kk47asqv70f9tpxp36rkwaqx</id><content type="html" xml:base="https://www.joshbeckman.org/notes/01kk47asqv70f9tpxp36rkwaqx"><![CDATA[<p>This is the feeling I have watching the war start in Iran.</p>]]></content><author><name>Sam Kriss</name></author><category term="notes" /><category term="war" /><category term="united-states" /><summary type="html"><![CDATA[This is the feeling I have watching the war start in Iran.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://substackcdn.com/image/fetch/$s_!s3Gc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe318edcb-20b9-45fb-87a9-12ce0e5f680c_2371x1561.jpeg" /><media:content medium="image" url="https://substackcdn.com/image/fetch/$s_!s3Gc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe318edcb-20b9-45fb-87a9-12ce0e5f680c_2371x1561.jpeg" xmlns:media="http://search.yahoo.com/mrss/" /></entry><entry><title type="html">Enrolling in Hourly Pricing for ComEd Electricity</title><link href="https://www.joshbeckman.org/notes/enrolling-in-hourly-pricing-for-comed-electricity" rel="alternate" type="text/html" title="Enrolling in Hourly Pricing for ComEd Electricity" /><published>2026-03-01T00:35:28+00:00</published><updated>2026-03-01T00:35:28+00:00</updated><id>https://www.joshbeckman.org/notes/enrolling-in-hourly-pricing-for-comed-electricity</id><content type="html" xml:base="https://www.joshbeckman.org/notes/enrolling-in-hourly-pricing-for-comed-electricity"><![CDATA[<p>I had somehow just assumed that I was enrolled in <a href="https://hourlypricing.comed.com">hourly rates for ComEd electricity</a>, but I found today that we were not so I’ve now enrolled us, planning for savings!</p>

<p><img width="792" height="635" alt="Estimated Savings by ComEd" src="/assets/images/e51dac4b-7134-4421-948f-8ec99e8f3d96.png" /></p>

<blockquote class="markdown-alert markdown-alert-note">
  <p><strong class="markdown-alert-title"><svg width="16" height="16" class="octicon octicon-info mr-2" aria-hidden="true" viewBox="0 0 16 16" version="1.1"><path d="M0 8a8 8 0 1 1 16 0A8 8 0 0 1 0 8Zm8-6.5a6.5 6.5 0 1 0 0 13 6.5 6.5 0 0 0 0-13ZM6.5 7.75A.75.75 0 0 1 7.25 7h1a.75.75 0 0 1 .75.75v2.75h.25a.75.75 0 0 1 0 1.5h-2a.75.75 0 0 1 0-1.5h.25v-2h-.25a.75.75 0 0 1-.75-.75ZM8 6a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg>Note</strong></p>

  <p>They expose this data over a decent <a href="https://hourlypricing.comed.com/hp-api/">API</a>. I should use this along with batteries to make cheap-electricity battery-buffers for my high-usage appliances (e.g. LED grow lights, computer desk, etc.).</p>
</blockquote>]]></content><author><name>Josh Beckman</name><email>josh@joshbeckman.org</email><uri>https://www.joshbeckman.org/about</uri></author><category term="notes" /><category term="consumption" /><summary type="html"><![CDATA[I had somehow just assumed that I was enrolled in hourly rates for ComEd electricity, but I found today that we were not so I’ve now enrolled us, planning for savings!]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://www.joshbeckman.org/assets/images/e51dac4b-7134-4421-948f-8ec99e8f3d96.png" /><media:content medium="image" url="https://www.joshbeckman.org/assets/images/e51dac4b-7134-4421-948f-8ec99e8f3d96.png" xmlns:media="http://search.yahoo.com/mrss/" /></entry></feed>