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Cards and collections from my Semble library. Pages saved for later, grouped into shelves I return to. 1428 cards, 32 shelfves.

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  1. How To Write With An LLM

    Two rules keep an LLM from pasteurizing your writing: never take a word it suggests, and never let it encourage you. Then hand it all the tedious work.

    sockpuppet.org · Thomas & Erin Ptacek · Sep 18

  2. How To Write With An LLM

    <p><strong><a href="https://sockpuppet.org/blog/2026/09/17/how-to-write-with-an-llm/">How To Write With An LLM</a></strong></p> Thomas Ptacek on using LLMs as copyeditors, not as writing assistants:</p> <blockquote> <p><strong>Rule Number One: You may not use a single word an LLM suggests to you.</strong></p> <p>[...] I think that as a form of intellectual personal protective equipment you should adopt the rule that any specific turn of phrase an LLM suggests is off limits. Be strict about the rule!</p> </blockquote> <p>I won't let LLMs write content for my blog, but I use them for fact-checking, spelling and grammar and as an occasional thesaurus (see <a href="https://simonwillison.net/guides/agentic-engineering-patterns/prompts/#proofreader">my proofreading prompt</a>).</p> <p>The rule to never use a turn of phrase suggested by an LLM feels good to me. The text has that weird smell to it, and it's also a good principle to help stay disciplined.</p> <p>Later in this piece Thomas shows a screenshot of his personal LLM copyediting tool (see also <a href="https://x.com/tqbf/status/2100414465187475821">this Twitter thread</a>), and provides a prompt to help kickstart building your own. <p>Tags: <a href="https://simonwillison.net/tags/thomas-ptacek">thomas-ptacek</a>, <a href="https://simonwillison.net/tags/writing">writing</a>, <a href="https://simonwillison.net/tags/ai">ai</a>, <a href="https://simonwillison.net/tags/generative-ai">generative-ai</a>, <a href="https://simonwillison.net/tags/llms">llms</a></p>

    simonwillison.net · Sep 18

  3. Reason v. Rule

    The Real AI Risk is to Culture Itself

    unpopularfront.news · John Ganz · Sep 18

  4. The Preference Cascade Is Only Getting Started

    We are in the midst of a preference cascade about existential risk from AI.

    thezvi.substack.com · Zvi Mowshowitz · Sep 18

  5. How I Vibed a Proof of Conway’s Conjecture

    You can just prove things, apparently.

    overreacted.io · Sep 18

  6. How a single tweet transformed the AI safety debate

    Most people think AI is risky, but they don&#8217;t agree what to do next.

    understandingai.org · Kai Williams · Sep 17

  7. EA Safety

    EA promises to solve AI Safety. Now we have two problems.

    contraptions.venkateshrao.com · Venkatesh Rao · Sep 17

  8. It’s Not Polarization; It’s the Radicalization of the Political Right | Perspectives on Politics

    It’s Not Polarization; It’s the Radicalization of the Political Right

    cambridge.org · Petter Törnberg · Sep 17

  9. Why I didn’t sign the Fields medallists’ letter

    [This post has been cross-posted to Terence Tao's blog.] When I was around 11 I heard for the first time about Fermat's Last Theorem. I was immediately captivated by the problem statement, as well as by the accompanying story, and made a fairly serious attempt to prove it. And while, unsurprisingly, I failed, I learned…

    gowers.wordpress.com · Sep 17

  10. What kind of Software should we fund?

    Laurie Voss, who was one of the founder of NPM, the Javascript package repository that is now run by Microsoft, has written a longer post about an idea about how to fund Free Software that I found interesting. It&#8217;s worth reading if you have some time and makes good points even though I will critique [&#8230;]

    tante.cc · tante · Sep 17

  11. AI Superforecasting Should Transform The FDA

    A guest post by Josh Morrison

    astralcodexten.com · Scott Alexander · Sep 17

  12. AI #186: The World Takes Notice

    In the wake of Jacob Coxon&#8217;s resignation, and the resulting preference cascade, things have escalated quickly.

    thezvi.substack.com · Zvi Mowshowitz · Sep 17

  13. Creative Reading: Scaffolding Reading for Transformation

    However, recent work on augmenting reading largely focuses on making reading more efficient, especially in knowledge-intensive contexts where people must rapidly make sense of research papers and other complex documents (Lo et al., 2024). These systems often aim to help readers skim, summarize, and synthesize large volumes of information in order to reduce cognitive effort and accelerate document- and corpus-level sensemaking at scale (Gu et al., 2025; Lo et al., 2024; Fok et al., 2023). At one extreme, the form of reading implicitly envisioned by these systems may resemble what we call “reading to discard”: extracting the essential, actionable informational core of a document as quickly and efficiently as possible, so that the rest can be swiftly tossed aside—much like we often process inbound mail. This motivates us to ask what scaffolding approaches might resist “reading to discard,” what alternative forms of reading we might scaffold, and what alternative views and values of reading might guide the conversation.

    arxiv.org · Sep 16

  14. Inside OpenAI’s agentic software factory

    A deepdive into how Codex has &#8220;taken over&#8221; OpenAI, how the frontier lab builds its agentic software factory, and the engineering challenges of one billion users. Details from inside OpenAI

    newsletter.pragmaticengineer.com · Gergely Orosz · Sep 16

  15. Is METR A Meaningful Check On Anthropic?

    No.

    verysane.ai · SE Gyges · Sep 16

  16. Yes these are concerning

    My response to the grotesque

    buildcognitiveresonance.substack.com · Benjamin Riley · Sep 16

  17. Trump Goes Full Hoax on AI Existential Risk

    This is our reality.

    thezvi.substack.com · Zvi Mowshowitz · Sep 16

  18. Rewildpunk: The Counterculture AI Actually Needs

    Punk took music back from the labels. Here’s how we take intelligence back from Silicon Valley.

    abiawomosu.substack.com · Abi Awomosu · Sep 16

  19. From Academia to Alignment

    What to do when your career crumbles before your eyes

    millicosm.substack.com · Mike Winer · Sep 16

  20. The Age of Wonders and Terrors

    Twenty years ago, when the idea of AI taking over the world in our lifetimes still struck most of us as the unconstrained fantasy of those who knew too much science fiction and too little science, many of us would say things like: Look, the part of the story that's wildly implausible is that a…

    scottaaronson.blog · Sep 15

  21. Introducing System One Models and Jev - TypeSafe AI Blog

    TypeSafe AI is an AI lab building machine-native intelligence infrastructure for automation, designed to make decisions within software. Try our first System One Model, Jev, in early access.

    typesafe.ai · Sep 15

  22. Planning with Agents: Divided Worlds, Boundary Objects, and Thicker Interfaces

    Why we need richer, thicker interfaces and better boundary objects for collaborative planning with agents

    maggieappleton.com · Sep 15

  23. King Ludd

    ...

    astralcodexten.com · Scott Alexander · Sep 15

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