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21 September
Web infrastructure engineer and standards editor; chaired the IETF HTTP working group and co-authored core HTTP and Atom specifications.
20 September
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Former L8 engineer at Meta, Microsoft and Atlassian, now writing and building solo on agentic engineering. Writes Kun's Field Notes and posts a lot about AI coding agents on X.
Working on @ampcode. Writing registerspill.thorstenball.com. Once authored interpreterbook.com and compilerbook.com.
Jev is a confetti bomb that makes the LLM landscape look grey. Wrote about why I find it so fascinating in this week's intro. LLMs Related
19 September
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Economist; former chief economist of the International Monetary Fund.
Reason for specifically citing open weight (and therefore Chinese LLMs, but not only Chinese) is that, even if they have built-in guardrails, somebody with the relevant knowledge can go in and remove them. In principle, harder to do with Anthropic or Open AI LLMs. Quoting @ojblanchard1 A worrisome thought during the night: What Ted Kaczynski would have done, if he had had access to open weight chinese LLMs. LLMs Anthropic Related
Machine-learning researcher on open language models; writes the Interconnects newsletter and the RLHF Book, after leading post-training at Ai2.
Seems like one of the most important research problems for CS academics is llm-supervised peer review. If we don’t solve it the academic institutions are toast. It seems easier than building new institutions. LLMs Related
Physician focused on longevity; wrote Outlive and hosts The Drive.
Economist; former chief economist of the International Monetary Fund.
A worrisome thought during the night: What Ted Kaczynski would have done, if he had had access to open weight chinese LLMs. LLMs China Related
Machine-learning researcher on open language models; writes the Interconnects newsletter and the RLHF Book, after leading post-training at Ai2.
18 September
Founder and CEO of Get Lighthouse, a management-coaching software company, and previously a product lead at KISSmetrics. Writes about leadership, management and product at jasonevanish.com.
I don't think how Vibe Coding changes things for marketers gets talked about enough. So much of marketing used to be rationed, begging for engineering resources to get things done. Now you can hop in your IDE and ask your LLM to make the changes and see them done within the same hour. I run the @QAwithIto blog and have: - Designed & shipped my own custom floating social share buttons just how I want them - Fixed a bug with our custom HackerNews share button so it turns into an upvote button after someone submits the post - Added custom URLs and image widths to post images as new fields in San… LLMs Related
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Being a computer scientist who refuses to find anything about LLMs interesting right now is a bit like being a geneticist who refuses to find anything interesting about the recently opened Jurassic Park LLMs Related
Distributed-systems safety researcher; runs the Jepsen consistency-testing project and wrote the Riemann monitoring system.
From a talk I gave at an Antithesis meetup in NYC, thoughts on software quality in the age of LLMs. youtube.com
LLMs Related
Sociologist at Duke University writing on markets, exchange and moral order, and on plain-text and data-visualisation tools for social science.
Life with the smaller sort of Large Language Model. LLMs Related
Economist and journalist; Financial Times columnist as The Undercover Economist, author of How to Make the World Add Up, and presenter of the Cautionary Tales podcast.
How a broken arm improved my French - with @DavidEpstein Related
Entrepreneur and founder of Blueprint. Publishes a detailed, freely available longevity protocol documenting the food, supplements, devices and measurements he uses on himself.
Old female mice on semaglutide lived 12% longer and ran 2.8× as long before exhaustion. Other gains: > treadmill time to exhaustion +177% > hanging time +124% > rotating-rod performance +47% > open-field movement +50% > glucose tolerance: area under the curve −20% > Improved spatial memory: maze escape time −57% > reduced inflammation -55% > reduced senescence -65% > stem cell rejuvenation: hippocampal neurons ~3x > bone marrow colonies +44% > DNA damage & stress -44% Treatment started at 20 months of age (human equivalent to 60s). Control was a separate group of mice on a 24% food restrictio… Related
Security engineer; founder of Matasano Security and Latacora.
LLMs
Their words
The most common pushback I'm getting to this post is that taking this kind of feedback from an LLM is going to bleach out your style just like having the model generate the text, because models can't be trusted with "style". No.
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@tqbf on X x.com
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Creator of Flask and Jinja. Writes about software at lucumr.pocoo.org.
LLMs
Their words
I stopped replying almost entirely to my replies on my own Tweets because I expect all of them to just be LLM slop.
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@mitsuhiko on X x.com
17 September
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Software design writer and chief scientist at Thoughtworks; wrote Refactoring and Patterns of Enterprise Application Architecture.
Founder of the Free Software Movement and the GNU Project, original author of GNU Emacs and the GNU General Public License, and long-time president of the Free Software Foundation.
Supposed Intelligence safety The companies that develop Supposed Intelligence (specifically, LLMs) want us to put them in charge of making the systems "safe", by giving them absolute control over what the systems will do (and what they won't do). T…
LLMs Related
Working on @ampcode. Writing registerspill.thorstenball.com. Once authored interpreterbook.com and compilerbook.com.
Very impressed by the TypeSafe/Jev onboarding. They knew they needed to overcome the question of "wait, so it's not an LLM?" and then threw everything at it. Really good. LLMs Related
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
From one piece
How To Write With An LLM
2 beliefs · simonwillison.net
Creator of Flask and Jinja. Writes about software at lucumr.pocoo.org.
LLMs
Their words
It also fits so perfectly well for so many applications where traditional LLMs so far were just not viable for either speed or cost reasons.
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@mitsuhiko on X x.com
16 September
Analyst of the business of technology; writes Asymco on Apple, disruption and, latterly, micromobility.
What happens when smartphones become too good? Thoughts just before the Duo launched The smartphone industry has spent much of its history persuading consumers that the device in their pocket could be substantially better. Cameras improved, screens sharpened, and mo…
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Writer and consultant on formal methods and software correctness; author of Practical TLA+ and Logic for Programmers.
CEO of Positive Sum and founder of Colossus. Hosts Invest Like the Best, interviewing investors and business leaders; the guests do most of the talking there.
Despite being widely regarded as one of the best venture investors of all time, Michael Moritz says he's never once felt like he was good at something: "I've never felt I'm really good at something. That's not false modesty on my part. Everybody is plagued by doubts and competitiveness. And it's a failing on my part. I have a very difficult time celebrating good things and celebrating success. I think I've always felt everything is unfinished and could be improved. None of it's ever been perfect. Sometimes when I paint and compare a painting to what I might have been able to paint 10 years ag… Quoting @patrick_oshag My conversation with Michael Moritz, one of the great venture investors of the last 40 years. Michael joined Sequoia in 1986 and co-led the firm with Doug Leone (@dougleone) from 1995 to 2012. His investments include Google, Yahoo, PayPal, and Stripe. His new book, Ausländer, traces his parents' es… Related
Research psychologist, instrumental in founding the field of naturalistic decision making; developed the recognition-primed decision model, the PreMortem method and the ShadowBox training method, and wrote Sources of Power and Seeing What Others Don't.
Security engineer; founder of Matasano Security and Latacora.
LLMs
Their words
you can't use a single word the LLM selects for you, even if it's better than your own; users detect LLM words in the parts per trillion.
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@tqbf on X x.com
15 September
Machine learning engineer and independent AI consultant. He writes about LLM evaluation, tooling and applied ML at hamel.dev, and previously worked on machine learning at GitHub.
Just updated our AI evals FAQ with 5 new questions, 48 questions & answers total! New FAQs just added: - Do I need a reference answer or rubric before annotating data? - How can I do evals when traces contain sensitive data? - How do you review a trace that is really large? - How much context should I give a LLM judge? - What should I do when my “gold” eval dataset becomes stale? It's all here: hamel.dev
LLMs Related
Front-end web developer at Paravel and co-host of the ShopTalk Show podcast; blogs at daverupert.com.
I duct taped a uzi to a bunch of Large Language Models and instructed them how to be very good at blastin' people with an uzi and I think AI is going to destroy humanity. LLMs Related
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Some food for thought when designing benchmarks... So, here's a little computer-use (visual) comparison between GPT-5.6 Astra and Qwen3.8 Max. The task here was to recreate the image in the center using the Paint UI. Super interesting how the two different LLMs+Harnesses approached this totally differently by default. I.e., Astra tried to approach this by drawing and layering geometric shapes. Qwen approached this pixel by pixel. (Of course, the pixel-by-pixel result looks closer to the original, it's essentially a low-res version of that by nature.) So, the Qwen-generated image would surely… LLMs OpenAI Related
Writer and former McKinsey/BCG strategy consultant; author of The Pathless Path and Good Work, about leaving the default career track. Publishes the Boundless newsletter and podcast.
I am very bullish on memoirish writing. No one wants generic how to writing anymore. You’re indistinguishable from an LLM Quoting @p_millerd This is 100% the right thing to do The number one thing people say about my books is that they love reading my honest personal reflections. It enables them to connect to it If you water it down to pure ideas maybe you can crush a mass market but no one will connect with it LLMs Related
Sociologist at Duke University writing on markets, exchange and moral order, and on plain-text and data-visualisation tools for social science.
Targeted flattery-spam/phishing aimed at harmless academics like me is leveling up! Book Club rubbish is so last month. Thanks, LLMs! I just got a highly elaborate six-paragraph one “from” Emily St John Mandel (of Station Eleven fame). The choice of author to impersonate is really quite clever. Like the book club spam, it’s trawling for somewhat vain people who are susceptible to flattery, which of course excludes academic authors [puts hand to ear] sorry I’m just getting an update LLMs Related
Technology writer of Spyglass, a newsletter about technology and media. Previously a reporter at TechCrunch and an investor at GV.
14 September
Web developer and writer; an early GitHub employee, author of speaking.io and of widely read essays on startups and product.
Bluesky Still really enjoying Muse. I use Things.app for all of my todos, and though it has cloud sync they (still) haven’t added an official API. I told muse to build it and a minute or two later I have ongoing todo sync from my LLM across all my Apple devices. Wild. LLMs Related
x.com Still really enjoying @muse. I use https://t.co/t18YazaYhC for all of my todos, and though it has cloud sync they (still) haven’t added an official API. I told muse to build it and a minute or two later I have ongoing todo sync from my LLM across all my Apple devices. Wild. LLMs Related
Former option trader and risk analyst, now a distinguished professor at NYU. Author of the Incerto essay series, including The Black Swan and Fooled by Randomness.
So two good things: 1) LLMs threaten the performative aspect of mathematics as a competitive spectator sport limited to a narrow group of savantic misfits. 2) LLMs help spread mathematical knowledge by favoring mathematically adept nonnerdy nonsavantic users. Quoting @davidbessis On top of the old arguments, here's a new one: mathematical training makes you a much stronger LLM user, even when the topic has no math in it. LLMs Related
Creator of Flask and Jinja. Writes about software at lucumr.pocoo.org.
13 September
Moroccan senior frontend developer writing at smakosh.com; builds side projects and client work under Smakosh LLC.
How to Make Money With LLM Inference Through Airside A practical guide to making money with LLM inference: list your deployment on @llmgateway through Airside, file the prices developers pay, choose the landing fee you accept, and keep the rest of the traffic you win. Link: llmgateway.io
LLMs Related
General partner at Andreessen Horowitz and author of The Cold Start Problem. Previously led rider growth teams at Uber; has blogged on growth, network effects and marketplaces since 2007.
current homelab setup for local AI experimentation: - hermes box hosted on a Framework Desktop Mainboard AI Max+ 395 - 5090 eGPU running Qwen 3.8 27B for fast tok/s LLM use - sometimes 150+ tok/s - 2x DGX Spark: running Deepseek v4 Flash 0731 - better but slower model - pi 5 for monitoring - Mac mini as a dev box - use Herdr and ohmypi/codex/claude depending on the use case - housed in a 10" DeskPi mini rack (mostly) Hermes is defaulted to local AI but with a homegrown routing plugin hitting a small low TTFT model (Arch-Router) to decide whether to go local or upgrade to cloud/frontier. Tryin… LLMs Anthropic Related
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Reasoning from scratch round 3: This time, I cover generating a verifier for... a) ...evaluation (base model versus any future model improvement) b) ...the reinforcement learning with verifiable rewards (RLVR) training later on 00:00 Introduction 01:21 Four approaches to LLM evaluation 07:20 Verifiers and reinforcement learning with verifiable rewards 10:52 Notebook setup and dependencies 13:43 Section 3.1 Building a math verifier 18:57 Section 3.2 Loading a pre-trained model to generate text 24:34 Generating and displaying model answers 29:23 Section 3.3 Implementing a wrapper for easier tex… LLMs Related
Moroccan senior frontend developer writing at smakosh.com; builds side projects and client work under Smakosh LLC.
Connectors improved on The Lounge by @llmgateway More will be enabled and more to be added Related
Token breakdown improved on the analytics page on @llmgateway Related
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Psychologist and writer. Author of the memoir Troubled: A Memoir of Foster Care, Family, and Social Class, and of a newsletter on human nature, psychology, social class and what he calls luxury beliefs.
Their words
The deniers of free will haven't improved society. They have merely produced a more forgiving vocabulary for those who damage it.
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robkhenderson.com
12 September
Canadian software developer and writer, co-editor of the XML and Atom specifications and formerly of Sun Microsystems, Google and AWS. Has written the blog ongoing since 2003.
In the course of the last week, did you use software which was substantially LLM-generated to accomplish something useful to you or your employer? In particular, something that was NOT software-development-related? #GenAI #LLM LLMs Related
Founder and CEO of Social Capital, a venture firm; co-host of the All-In podcast and an early Facebook executive. Writes an annual letter and a weekly newsletter on markets and technology.
This reminds me of when Palantir released AIP. If you remember, there were lots of questions about Palantir growth in 2023 or thereabouts. They launched AIP and allowed LLMs to run over their ontologies. It lit a fire in their business and it’s been a rocket ship ever since. This is a similar product evolution. We have started to use it at 8090 and it’s pretty awesome. Quoting @Benioff Welcome Slackforce, powered by Claude. ⚡️ A live Salesforce UI—Sales, Service, Marketing, Tableau, Data 360, and Slack—with governed access in the flow of work. Slackforce for Slack. Claudeforce for Cowork. See both at #DF26. LLMs Related
Software engineer, Wikipedia editor and crypto critic; writes Citation Needed and runs Web3 is Going Just Great.
• NVIDIA DGX Spark (AI-focused PC) • Gemini Spark (AI agent) • Meta Muse Spark (LLM) can someone please inform these companies that there is more than one noun available to them #AI LLMs Google Related
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
LLMs
Their words
I think any LLM system that uses compaction needs to both preserve the pre-compacted text and make that text available via agent tool calls, to protect against this kind of problem.
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simonwillison.net
Technical educator, conference speaker and developer relations engineer based in Ottawa, Canada. Author of the Anubis bot filter and of over 400 articles at xeiaso.net.
11 September
Computer science professor who works on fast data processing; co-author of the simdjson parser and a weekly blogger about software performance since 2004.
What should be obvious is that inference, running a large language model, is the part that has to be cheap. Most of our hardware was not designed for that. LLM inference is limited by bandwidth. You do a great many matrix-vector multiplications against a huge weight matrix, and you barely reuse those weights. It is closer to streaming a video than to running a simulation or drawing a scene in a game. Graphics processors from Nvidia and others were built for something else. They pileed compute first, then bolted on high-bandwidth memory. It is expensive. An obvious answer is to invert the desi… LLMs Related
Former L8 engineer at Meta, Microsoft and Atlassian, now writing and building solo on agentic engineering. Writes Kun's Field Notes and posts a lot about AI coding agents on X.
ok everyone, i took one for the team here's the data we all wanted to see - real token value of each LLM subscription, empirically measured through usage on my real subscriptions - supergrok heavy has now become the highest value at $12k worth of tokens (40x ROI) - the $200 plan from openai and anthropic roughly give the same amount of token value, $7k give or take - cursor ultra's ROI is the lowest among mainstream subscriptions, roughly half of OAI or Ant. for individual consumers i'm afraid this no longer makes sense to purchase this was done in a clean environment. i ran each provider acr… LLMs Anthropic Related
Writer and podcaster; co-author of Abundance with Ezra Klein, a staff writer at The Atlantic from 2008 to 2025, and host of the Plain English podcast.
LLMs
Their words
Artificial intelligence has unleashed a torrent of cheating on campus and created chaos in the job application process, as both students and employers use large language models: the former, to write hundreds of AI-assisted applications; the latter, to screen those AI-written applications with AI-written filters, thus removing from the process of finding a first job those procedural frictions sometimes known as "people."
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derekthompson.org
10 September
Writes The Diff, a newsletter on inflections in finance and tech read by hedge fund managers, founders and VCs. Previously worked in finance at SAC Capital/Point72.
One of the kids got a surprisingly bad grade on a spelling pre-test, so I gave Codex a picture of the test and told it to build a practice app. Much improved! Related
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Nice showcase that interesting LLM work can be done on single GPU! Quoting @gpjt I extended the GPT-2-style code from @rasbt's "Build a Large Language Model (from Scratch)" so that it was a 6-expert (2 active) mixture-of-experts, and trained it from scratch over 8 days. It worked well! Full writeup with maths and code at LLMs Related
Former L8 engineer at Meta, Microsoft and Atlassian, now writing and building solo on agentic engineering. Writes Kun's Field Notes and posts a lot about AI coding agents on X.
another implication of AI manifesting in real world engineering react native existed for a single reason which was to reduce the development and maintenance cost of multi-platform mobile apps. they allow you to write a single codebase (kind of) that can work on both ios and android, with a tech stack that many web devs are already familiar with but with AI being particularly good at mechanically repeating something that already exists, replicating one platform's implementation to another has become trivial in general LLMs can write a ton of code at very low cost, especially when there's a sou… LLMs JavaScript Related
9 September
Writes jvns.ca, turning "hard and scary" topics — networking, debugging, Linux internals — into plain explanations and hand-drawn comics. Publishes Wizard Zines, illustrated programming zines. Software developer based in Montreal.
i've started getting a lot of emails (maybe one every few days) that appear to be LLM generated from people asking for some kind of feedback or collaboration on their LLM-generated app feels sad because I used to like it when people emailed me about something cool they made and now I just have to send it all straight to spam LLMs Related
Co-founder of Foundry Group and of Techstars. Has blogged at Feld Thoughts since 2004 and has written or co-written nine non-fiction books on startups and venture capital.
Chapter 43.1: Senile Want to see what a CEO offers instead of yes? Then decides you've lost your mind... Eleanor just asked him for eight hours on his quantum computer, overnight, with no record of it. "Eleanor. Is somebody there with you?" "No." zeroknowledge.ink
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Software engineer; co-founder and former CTO of Tailscale, previously on the Go team at Google.
The old quote that "computers are useless, they can only give you answers" seems to extend to an LLM solution to a millennium problem. Now we have a blowup in Navier–Stokes equations, but no new insights into mathematical technique or turbulence. LLMs Related
Economist at George Mason University, co-author of Marginal Revolution, host of Conversations with Tyler. Writes in short, dense claims about economics, culture and AI, and has moved position on AI in public more than once.
8 September
Venture capitalist and founder of Theory Ventures, previously a partner at Redpoint. Writes a near-daily blog on startups, SaaS metrics, data and AI.
The market is telling us that we should be 3x more productive with AI. What if that productivity gain is just an AI working 24 hours a day while a human works eight? Related
Writes The Diff, a newsletter on inflections in finance and tech read by hedge fund managers, founders and VCs. Previously worked in finance at SAC Capital/Point72.
Today in The Diff, an idea I've been kicking around for a bit: LLMs make us better-informed but less calibrated. LLMs Related
Designer and technologist; author of The Laws of Simplicity; former president of the Rhode Island School of Design; formerly at the MIT Media Lab.
AUTODESIGNING PPTX: While trying to understand the new @github HydraFusion Project https://t.co/B03qBEWQQK I made my seventh attempt at a bespoke, and on-brand, PPTX deck tool for my brother @mariorod1 to cook with as a custom GitHub Copilot Canvas. It's getting an awfully lot easier to work within Swiss typographic grids in "creative" ways that make the literal roll of the dice satisfyingly fast without making so many LLM calls. Next, I'm looking forward to adding all the interesting GEPA and GRPO stuff that will enable compounding learning capabilities. —JM --- Cozy AI Recipe: - I pointed G… youtu.be
LLMs Related
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Essayist; writes Astral Codex Ten, previously Slate Star Codex.
LLMs
Their words
Large language models are “grown, not built”. Researchers run training data through a neural network. Eventually this creates a working AI; nobody really knows how.
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astralcodexten.com
7 September
Canadian software developer and writer, co-editor of the XML and Atom specifications and formerly of Sun Microsystems, Google and AWS. Has written the blog ongoing since 2003.
Huh, I was at Apple.com and glanced at the Mac Studio page - https://www.apple.com/mac-studio/ - I notice they're explicitly pitching it for LLM on the desktop. I wonder how realistic that is… Hmm, let’s ask @simon, he’s closer to this stuff than most of us. I’m pretty convinced that irrespective of all the issues, the economics of #genAI just don’t work with the current compute infrastructure requirements. Open models and what’s left of Moore’s law could be a really big deal. #apple LLMs Related
American software engineer; worked on code-server at Coder and teaches TypeScript and open-source contribution. Publishes at joeprevite.com.
LLMs were invented to navigate sites like this LLMs Related
Founding executive editor of Wired and author of What Technology Wants and The Inevitable. Writes at kk.org and runs its long-running recommendation projects, True Films and Cool Tools.
From one piece
Arguments in Favor of AI Fair Use
2 beliefs, in the piece's order there
6 September
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Reasoning from scratch round 2: In this video, I cover the text generation process in LLMs and KV caching (to prepare the base model before adding reasoning techniques in the upcoming ones). 00:00 Introduction and reasoning model demo 01:55 How to work through the book 05:00 Chapter 2 overview 08:25 Checking PyTorch and hardware support 10:26 Apple silicon and MPS caveats 15:00 Cloud GPU options 16:08 Tokens and tokenization 18:20 Qwen3 and the Reasoning From Scratch package 23:05 Encoding and decoding text 26:24 Downloading weights and selecting a device 31:01 Loading the pretrained Qwen3 mo… LLMs Related
Writes The Pragmatic Engineer, the software-engineering newsletter, and wrote The Software Engineer's Guidebook. Formerly an engineering manager at Uber, and at Microsoft/Skype and Skyscanner before that.
What’s the problem w using LLMs to write stuff you want other people to read -emails, articles, posts- and why are people (like me!) so incredibly hostile that they will block you/mute you/block your domain, to never read anything from you again? Bryan spells it out. Read it: Quoting @bcantrill.bsky.social Your intellectual fly is open bcantrill.dtrace.org/2025/12/05/y... LLMs Related
Designer and technologist; author of The Laws of Simplicity; former president of the Rhode Island School of Design; formerly at the MIT Media Lab.
DRAWING IS THINKING: The Bauhaus ▲⏹⏺ has always haunted me. A day of drawing (w/o the help of LLMs) helped me see that most everything to do with design can be encapsulated into those forms. The ▲ holds the essence of effective design; the ⏹ holds the shape of product simplicity; the ⏺ holds the winding cycle of the infinite journey. I'll elaborate on these figures in the 2027 https://t.co/0Y1PdIFenb —JM LLMs Related
5 September
Writer of the 25iq blog, where he distils "a dozen things I've learned" from investors, founders and thinkers. Author of Charlie Munger: The Complete Investor and A Dozen Lessons for Entrepreneurs.
Inside the Stan Pocock Rowing Center is Quinault an eight-oared shell crafted from Western Red Cedar. My father knew the boat well since he was in the varsity boat in 1951, the year frosh crew rode Quinault to a national championship. Maverick says hello. Related
Creator of Flask and Jinja. Writes about software at lucumr.pocoo.org.
4 September
Writes and podcasts Volts, on the technology, politics and policy of decarbonisation; covered energy and climate at Vox and Grist before that.
3 September
Writer and developer. He runs the Latent Space newsletter and podcast about AI engineering, and writes essays on software and careers at swyx.io.
sorry for the radio silence folks - got sucked into extreme LLM psychosis. but i can confidently say we have crossed over into a new age of AI Engineering and we are never, ever, looking back. this isnt even EVERYTHING i did with Astra but i'll append more reports as I publish them on LS! Quoting @latentspacepod We spent >20B tokens throwing @openai's Astra at every AI Engineering task we could think of, beyond cute Blender demos and fun games. https://t.co/QoW6YBybA4 Here's everything Astra can do, and do so at <$6 an hour (serious): - choose and train models - label data (both helping you label and then… LLMs Related
Entrepreneur and founder of Blueprint. Publishes a detailed, freely available longevity protocol documenting the food, supplements, devices and measurements he uses on himself.
Short sponsored by @eight_sleep. We developed a machine learning model together and it just released today Related
2 September
Technology journalist; writes Understanding AI, after reporting at Ars Technica, Vox and the Washington Post.
British designer and technologist; co-founder of the design studio BERG, which made Little Printer, and writer of the blog Interconnected.
llm naming inflation is out of control. Astra and Mythos pretty much maxing out in terms of scale, I mean where do you go from there LLMs inflation Related
American historian of Central and Eastern Europe and the Holocaust; author of Bloodlands, On Tyranny and On Freedom, and writer of the newsletter 'Thinking about...'.
Professor of Cognitive and Computational Neuroscience at the University of Sussex, co-director of the Sussex Centre for Consciousness Science, and author of Being You: A New Science of Consciousness.
Good 🧵from the excellent @raphaelmilliere on when and why adopting the intentional stance re LLM agents is helpful, when it isn’t, and what it means to do this. We might come down on slightly different places, but I’m broadly on board. Plus he uses “” appropriately :) Quoting @raphaelmilliere I see @dwarkesh_sp's piece about the recent OpenAI/Huggingface incident reignited endless debates about the dangers of anthropomorphism and the legitimacy of intentional glosses of AI agent behavior, so here's a philosophical perspective on this. 1/22 LLMs Related
Canadian cartoonist and writer: Dinosaur Comics, Marvel's The Unbeatable Squirrel Girl, and the choose-your-own-path books To Be or Not To Be and Romeo and/or Juliet.
1 September
Software design writer and chief scientist at Thoughtworks; wrote Refactoring and Patterns of Enterprise Application Architecture.
Fragments: September 1 Like many readers, I’m wary of AI generated prose. Simon Wilison has written an LLM cliché highlighter - paste in some text, or a URL, and it will flag various patterns common to LLMs. It references a wikipedia page of…
LLMs Related
Author of Shape Up; formerly head of strategy at Basecamp, where he worked on product design for seventeen years; now runs Felt Presence.
LLM having an "aha" moment. If we wanted to deanthropomorphize we could call it a "cascade." Quoting @unclebobmartin The deeper you go with the agents, the more they invent their own vocabulary to talk about issues. That vocabulary is based on their own implementations. They use function and field names that you are likely not familiar with. Don't gloss over this. Ask for explanations in plain language. Get the a… LLMs Related
Writer on the intersection of technology and finance. Author of the Bits about Money newsletter and host of the Complex Systems podcast; previously at Stripe.
Come for the book review, stay for the LLM making pro-user moves to undermine its content policy controls. Quoting @robinhanson "There was nothing special about the mass sacrifices atop the pyramids, they were just one of the gaudiest and costliest outgrowths of a sensibility that pervaded Mexica society." LLMs Related
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Writes The Pragmatic Engineer, the software-engineering newsletter, and wrote The Software Engineer's Guidebook. Formerly an engineering manager at Uber, and at Microsoft/Skype and Skyscanner before that.
31 August
Writer on the intersection of technology and finance. Author of the Bits about Money newsletter and host of the Complex Systems podcast; previously at Stripe.
I am an occasion fan of genre fiction, which sometimes has me perusing very deep in the stacks at Amazon. Took a flyer on an author who will remain nameless. He’s presently pumping out about a book a month in a single series, and by he, I mean an LLM/human team. LLMs Related
Usability pioneer; co-founder of Nielsen Norman Group and founder of UX Tigers; author of the ten usability heuristics and of Jakob's Law.
Dutch bootstrapper who builds and runs their internet startups alone — Nomads.com, Remote OK, Hoodmaps, Photo AI and Interior AI — and has written about it at levels.io since 2013. Posts as @levelsio.
LLMs
Their words
Also the irony knowing that every single LLM is trained on billions of pages of copyrighted data
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levels.io
LLMs
Their words
There is no reason NOT to have every single email you get routed through an agent / LLM / API to be scored and approved or rejected And then the approved emails ordered by importance It's crazy this isn't a feature of Gmail, Fastmail etc AI could permanently fix email!
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@levelsio on X x.com
30 August
Free software developer and longtime Debian developer; author of git-annex, etckeeper, ikiwiki and debhelper. Lives and works off-grid.
It's worth noting that the "Responsible Use of Generative AI" which #Debian voted to accept was largely generated by an LLM. lists.debian.org
LLMs Related
Software developer and entrepreneur; co-founder of Heroku, author of The Twelve-Factor App, and a researcher at Ink & Switch.
Screenshot diffing, feedback inboxes, PWAs, and of course local-first sync layer with self-hosted backend. Matches up pretty well with my approach on personal apps thus far into the LLM coding age. Curious to hear from others. Quoting @flourish.org I vibe coded three personal apps that I'd wanted for a while. They work on mobile and web, sync offline first between them, and are polished. This write up describes why, how, and what I learnt. www.flourish.org/2026/08/pers... LLMs Related
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
A little video that - explains the relationship between conventional LLMs and reasoning models (and agents), - philosophizes a about "from scratch" approaches, - and explains how to install Python & PyTorch requirements with uv. LLMs Related
29 August
Writer and academic, author of The Cult of Smart and How Elites Ate the Social Justice Movement; writes a daily newsletter on politics, education and culture.
28 August
Organizational psychologist and professor at the Wharton School. Author of Give and Take, Originals, Think Again and Hidden Potential, host of the Re:Thinking podcast, and writer of the GRANTED newsletter.
AI struggles to make creative leaps. Large language models are trained on data from the past. Original thinking involves recognizing novel patterns in the future. Long live human ingenuity. LLMs Related
26 August
Prime Minister of the United Kingdom since July 2026 and leader of the Labour Party. MP for Makerfield since a by-election in June 2026; Mayor of Greater Manchester from 2017 before that.
When I talk to young people about work, the same thing keeps coming up. Not a lack of ambition - a lack of a way in. One million young people in this country are not in education, work or training. That's around one in eight. And six in ten of them have never had a job at all. I know that these young people aren't lazy. They have been let down by a system that told them there was only one route to success, and then left them without the opportunities to get their foot in the door anywhere else. Too often, work experience has depended on who you know, rather than what you can do. Last month we… ambition Related
Creator of Ruby on Rails, CTO of 37signals, and creator of Omarchy.
LLMs
Their words
So we should also have the humility. As amazing as the LLMs are now, it could be that they eventually plateau. We haven't seen any evidence of it yet, and I think this is also why we're seeing this absolute gobsmacking levels of investment, because so far the scaling laws are true, and the more billions are poured in, the more intelligence comes out.
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youtube.com
Programmer; makes Handmade Hero and teaches Performance-Aware Programming, and argues loudly about how software got slow.
Their words
What is the underlying hardware capable of doing at its theoretical peak? And then you measure the delta between that theoretical maximum and what you have achieved.
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youtube.com
24 August
Writer and illustrator behind Wait But Why, a long-form blog of stick-figure-illustrated explainers on science, technology and society, and author of the book What's Our Problem?
I really wish the rise of LLMs didn't come along with catastrophic job loss, massive privacy invasions, and maybe also the apocalypse. Because when you put those side effects aside, it is the COOLEST MOST WILD TECHNOLOGY EVER. LLMs AI and jobs Related
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
Their words
If you're 17 (or any age) and you want to learn to build LLMs from scratch, read chapters 15-16 of Deep Learning with Python
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x.com
23 August
Co-founder of Y Combinator and Viaweb; essayist at paulgraham.com.
LLMs
Their words
Someone asked what I'd do if I were 17. I'd learn how to build LLMs from scratch, and then train ones as powerful as I could with whatever hardware I could get access to.
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@paulg on X x.com
21 August
Moroccan senior frontend developer writing at smakosh.com; builds side projects and client work under Smakosh LLC.
Programmer and writer known for detailed source code reviews of classic game engines, and author of the Game Engine Black Book series on Wolfenstein 3D and DOOM.
From one piece
My agent.md to improve LLM-assisted code quality
2 beliefs, in the piece's order there
19 August
Writer, editor and executive coach; co-founder and editor of A Book Apart and a former contributing editor at A List Apart.
Mastodon People are like, you can’t refuse LLMs forever, someday you’ll have to use them. But listen, motherfuckers, I have been refusing to drive a car for the entirety of the twenty-first century. I am *practiced.* Refusing AI is easy mode. LLMs Related
Bluesky People are like, you can’t refuse LLMs forever, someday you’ll have to use them. But listen, motherfuckers, I have been refusing to drive a car for the entirety of the twenty-first century. I am *practiced.* Refusing AI is easy mode. LLMs Related
Data scientist and machine-learning researcher; chief scientist at bitly, founder of Fast Forward Labs and Hidden Door.
This thread helped me understand that the outrage about Anthropic's watermarking is the confluence of a lack of understanding of how LLMs (or any statistical language model) works and general angst at the current economics. Quoting @hern.bsky.social If you use Claude right now, then it doesn’t pick the “best” word for a sentence. It creates a distribution of possible words, assesses the probability of any given word fitting the slot, and randomly picks between them based on that probability. LLMs Anthropic Related
Founder of Platformer, a newsletter on tech platforms and the people they affect, and co-host of the Hard Fork podcast at the New York Times.
Engineering leader on Google Chrome; writes about web performance and, lately, about working with AI coding tools.
LLMs
Their words
I remember anytime I would work with a big site on their performance problems, uh you could easily spend half a day, um you know, just looking at traces before you've even written any fixes at all. And now that we have LLMs, it's very quick to like reason through massive stack traces and actually be able to get down to fixes you can make.
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youtube.com
18 August
US science and technology adviser to the president, director of the White House Office of Science and Technology Policy; previously US chief technology officer and chief operating officer of Scale AI.
LLMs Europe
Their words
have to abide by this rule that was written before LLMs were even a thing. And that shows how challenging sort of the the the situation is if you try to set the line too firm to begin with.
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youtube.com
15 August
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
13 August
Web developer and writer; an early GitHub employee, author of speaking.io and of widely read essays on startups and product.
i really can’t fathom what github would have looked like had we had LLMs in 2010. the amount of automation built into hubot was staggering anyway. the company was already being run fly-by-wire. LLMs Related
Co-founder and CTO of Oxide Computer Company. Created DTrace at Sun Microsystems and was CTO of Joyent; blogs about systems software, open source and engineering culture.
Real talk: If you find yourself talking about "software factories", you may be suffering from LLM-induced psychosis LLMs Related
Writer and teacher on productivity and personal knowledge management. Author of Building a Second Brain and founder of Forte Labs, which runs the course of the same name.
LLMs
Their words
HTML is the default format of the Internet, and for that reason comes with a number of built-in advantages that are also useful for LLMs
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fortelabs.com
11 August
Web developer and writer; an early GitHub employee, author of speaking.io and of widely read essays on startups and product.
Bluesky MRI results came back today from a human doc: a herniated disc. Obviously I had tossed the raw scans in to LLMs last week; Opus and Fable missed it, Sol caught it. This is now the gold standard in analyzing performance of frontier models. First step: herniate your back. LLMs Related
x.com MRI results came back today from a human doc: a herniated disc. Obviously I had tossed the raw scans in to LLMs last week; Opus and Fable missed it, Sol caught it. This is now the gold standard in analyzing performance of frontier models. First step: herniate your back. LLMs Related
Software design writer and chief scientist at Thoughtworks; wrote Refactoring and Patterns of Enterprise Application Architecture.
Chief scientist at Redwood Research, where he works on technical AI safety and AI control.
Their words
Basically, the story would end up being that to get five years of AI progress, you're probably going to need around I would say like maybe eight years of algorithmic progress very roughly. Um, which is a lot a lot of algorithmic progress.
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youtube.com
10 August
Writer on the intersection of technology and finance. Author of the Bits about Money newsletter and host of the Complex Systems podcast; previously at Stripe.
One of my accountants, in response to me hitting them with the usual packet of documents, sent back a very obviously LLM drafted list of 10 questions. First thought: What am I paying you for. Second thought: Actually no, my LLM digests your LLM's output into the context window. LLMs Related
Novelist and critic, author of The Body Scout and Metallic Realms; writes the newsletter Counter Craft on fiction craft and the publishing industry.
9 August
Standards editor known as Hixie; edited the HTML and WHATWG living standards for many years and worked on Flutter at Google.
8 August
Swedish designer and programmer. Designed early Spotify, worked at Facebook and Figma, and created the Inter typeface.
I’ve been wondering where weird LLM language like this comes from. Much of it I hadn’t seen before LLMs, so —intuitively at least—it doesn’t seem to come from training data. Perhaps it’s reverb; echo in recent corpus from its past self’s attempts..? Another example is “I ran a smoke to explore” (where it means “smoke test” but abbreviates it like a cool teenager) Quoting @geoffreylitt Any writing experts who can explain why this is a weird sentence? LLMs Related
7 August
Creator of the Keras deep-learning library and the ARC-AGI benchmark.
LLMs
On changing their mind
In the era of base LLM scaling (2022-2024), I believed the LLM line of research would reach a capability plateau (as later seen with base LLMs).
In late 2024, after the o3 test-time compute demo, I changed my views: the new models were showing genuine fluid intelligence, and with this new line of work, the LLM line of research could achieve unbounded capability scaling. "There will be no wall."
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Creator of the Keras deep-learning library and the ARC-AGI benchmark.
LLMs
Their words
However, looking ahead, I still do not believe that future AI (say, in 15 years) will be based on the LLM stack. I believe it will necessarily have to move closer to its optimal, final form -- symbolic learning. Obviously this is a risky and contrarian belief -- the safe bet would be LRMs. But let's see.
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@fchollet on X x.com
6 August
General partner at Benchmark Capital for over two decades; was the lead analyst on Amazon's IPO before moving into venture capital. Writes Above the Crowd on tech and marketplace economics.
This industry group is working on an industry standard for how to report AI security incidents. This will drive consistency and transparency and is the safest path forward. Despite 120 members, the large LLM corporations have to-date not signed on. Drives further concern that they are using "breaches" as marketing events - vs wanting to get to true resolution. techcrunch.com
LLMs Related
This industry group is working on an industry standard for how to report AI security incidents. This will drive consistency and transparency and is the safest path forward. Despite 120 members, the large LLM corporations have to-date not signed on. Drives further concern that they are using "breaches" as marketing events - vs wanting to get to true resolution. techcrunch.com
LLMs Related
Short-story writer and novelist; won the Booker Prize for Lincoln in the Bardo, and teaches craft weekly in Story Club.
3 August
Economist at George Mason University. Writes Overcoming Bias on prediction markets, signalling and the far future, and wrote The Age of Em and The Elephant in the Brain.
2 August
Writes and podcasts Volts, on the technology, politics and policy of decarbonisation; covered energy and climate at Vox and Grist before that.
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
We're starting to leave the territory where you'd test an LLM by e.g. "create an svg of pelican on a bicycle". As one idea to generalize it, I was interested what Opus 5 would do if I gave it the first paragraph of the Lord of the Rings, a 1M token budget (~$10) and asked for three js render of it. Opus went off for ~2 hours and wrote 5500 lines of code that (procedurally) rendered the story. It's kind of janky but fun. But it's a bit mindboggling that the LLM has to place and orchestrate various polygon assets in (x,y,z) coordinates and write code that animates it all, and that it even does… LLMs Related
1 August
Software engineer; co-founder and former CTO of Tailscale, previously on the Go team at Google.
I am surprised at how little coverage the LLM transformation of mathematics is getting. Kind of a big deal for those of us who spent (cumulative) months in the university library learning to construct proofs. LLMs Related
31 July
Writes Where's Your Ed At and hosts Better Offline; runs a tech PR firm, and argues at length that the AI business does not add up.
Software developer and entrepreneur; co-founder of Heroku, author of The Twelve-Factor App, and a researcher at Ink & Switch.
Biggest and best @localfirstconf.com yet, IMO! Surprising emergent themes this year: geopolitics and EU digital sovereignty, and strong conflicting emotions on LLM-assisted coding. More: adamwiggins.com
LLMs Related
Co-founder and CEO of Stripe and co-founder of the Arc Institute. Keeps a personal site of reading lists, open questions and notes on scientific progress and how research is funded.
LLMs
Their words
I mean, it's very interesting, right? Because these can prove the Jacobian conjecture, you know, whatever. Uh and so clearly they're capable of these monumental feats. Um but somehow I still haven't read the LLM essay that I found super compelling.
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youtube.com
30 July
Brazilian software engineer, creator and maintainer of GoReleaser; works on Copilot CLI at GitHub. Writes about tooling and his setup at carlosbecker.com.
29 July
Writer and consultant on formal methods and software correctness; author of Practical TLA+ and Logic for Programmers.
From one piece
Formal methods with Hillel Wayne
3 beliefs, in the piece's order there
LLMs interest rates
Their words
So, it's hard to tell how much of like the loss of the past few years was AI versus the end of like zero interest rate policy and like the post-COVID crash. And I think it's more the latter, but like again, LLMs are still getting better.
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Formal methods with Hillel Wayne youtube.com
LLMs
Their words
I think this project and writing about it and thinking about it has firmly moved me from the camp of we are definitely not to we probably are.
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Formal methods with Hillel Wayne youtube.com
LLMs
Their words
As a general thing we've seen like to get good results you have to already know how to get good results without it. It just helps you get good results faster.
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Formal methods with Hillel Wayne youtube.com
28 July
Pseudonymous writer; posts careful, funny investigations of everyday questions — air quality, seed oils, arguing, chess — usually by reading the studies.
On a near-daily basis I get emails offering to pay for "sponsored articles" or for linking to sketchy crypto/casino sites. I guess everyone gets these? Search engines surely prohibit this, but does it get your content removed from LLM training? LLMs crypto Related
26 July
Co-founder of Foundry Group and of Techstars. Has blogged at Feld Thoughts since 2004 and has written or co-written nine non-fiction books on startups and venture capital.
Their words
I’ve savored this series for the past eight months, listening to about one a month on Audible while I run.
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feld.com
23 July
Free software developer; maintainer of sway, wlroots, aerc and scdoc, and founder of the SourceHut (sr.ht) software forge.
AI in Linux The role of AI tools (LLMs, mainly) in Linux is under discussion, or it was, until Linus Torvalds “put his foot down” in support of the use of AI in Linux kernel development. I can identify two major ways in which AI is…
Linux LLMs Related
22 July
Writer and teacher on productivity and personal knowledge management. Author of Building a Second Brain and founder of Forte Labs, which runs the course of the same name.
From one piece
Finding Alpha: What’s Worth Consuming in the Age of AI
2 beliefs, in the piece's order there
LLMs
Their words
But for LLMs, it shows that they have no skin in the game and will never take a stand for what they believe in regardless of what it costs. They are perspective generators, not perspective holders.
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fortelabs.com
LLMs
Their words
They've given us broad, passive exposure to the market average, but at the cost of suppressing upside
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fortelabs.com
21 July
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
One pattern I find useful for working with LLMs is a nice long ramble session. Sometimes the LLM needs more bits to understand what you're trying to achieve, but you're too lazy to type them. In these cases I like to lean back, switch to /voice and just ramble for like 10 minutes, total mess, anything goes, full stream of consciousness. Sometimes I declare it up top, something like "switching to speech recognition sorry for any typos...". Sometimes I turn it into a small interview of a few turns. But I find that the LLMs are somehow very good at reconstructing long incoherent rambles and ofte… LLMs Related
20 July
Founder and editor-in-chief of MacStories, writing about Apple software, iPad workflows and automation since 2009. He co-hosts the AppStories podcast.
Bluesky I'm not exaggerating when I say that this is the most impressive iOS app I've seen in a long time. Open Minis is an iOS agent app that combines LLMs with native Apple frameworks – dozens of them – and gives us a glimpse of Siri AI for power users today. My story: macstories.net
LLMs Related
Mastodon I'm not exaggerating when I say that this is the most impressive iOS app I've seen in a long time. Open Minis is an iOS agent app that combines LLMs with native Apple frameworks – dozens of them – and gives us a glimpse of Siri AI for power users, today. My story: macstories.net
LLMs Related
Physician and neuroscientist at the University of Washington; researches brain health, metabolism and athletic performance.
From one piece
Accelerate Learning & Increase Cognitive Capacity | Dr. Tommy Wood
2 beliefs, in the piece's order there
Their words
We kind of expect that we can go to work and we can work really hard for eight hours straight during the day, but like the brain doesn't really work like that.
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youtube.com
Their words
but I mean in reality when you look at the data on sleep loss and dementia risk The cut off is really around 6 hours. So if you're consistently sleeping fewer than 6 hours, that's where risk starts to increase.
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youtube.com
18 July
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Software engineer writing about maintenance, open source and the industrial reality of software — the author of "I am not a supplier".
16 July
Non-fiction writer, podcaster and occasional TV host. Author of thirteen books including The Ghost Map, Where Good Ideas Come From and Extra Life, host of the PBS series How We Got To Now, and author of the Adjacent Possible newsletter on innovation.
15 July
Founder of HumanLayer; wrote 12-Factor Agents, on how to build AI agents that hold up in production.
14 July
Software design writer and chief scientist at Thoughtworks; wrote Refactoring and Patterns of Enterprise Application Architecture.
DSLs Enable Reliable Use of LLMs LLMs generate code incredibly fast, but to ensure they generate exactly what is intended, they need clear boundaries. Abstractions and Domain-Specific Languages (DSLs) provide a strong harness that guides LLMs right fro…
LLMs Related
13 July
Professor of psychology at UCLA, where he studies human memory, attention and cognitive ageing, and author of Better with Age: The Psychology of Successful Aging.
Their words
I think some research, again it's correlational, shows that people who spend, you know, 5 hours a week with their grandchildren have improved memory. So that seems we don't know if it's causal, but it's interesting that those who spend more than 20 hours a week don't show this benefit. In fact, might show the opposite.
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youtube.com
12 July
Programmer; founded comma.ai and tinygrad, and was the first to unlock the iPhone.
I love LLMs, I hate hype I think from this blog you may misunderestimate how absolutely giddy I am about AI. I did hacking from 2007-2014, after that my whole career has been devoted to AI. I love the progress. I’m so excited for the new LLMs,…
LLMs Related
11 July
Engineering leader and writer; wrote An Elegant Puzzle, Staff Engineer and The Engineering Executive's Primer, and blogs at Irrational Exuberance.
Generated and suppressed demand. Eight years ago, I wrote about my theory of restoring struggling teams, which came down to four steps: A team is falling behind if each week their backlog is longer than the week before. Solve by hiring more. A team is…
Related
10 July
Programmer and writer known for detailed source code reviews of classic game engines, and author of the Game Engine Black Book series on Wolfenstein 3D and DOOM.
From one piece
Don't you mean extinct?
2 beliefs, in the piece's order there
9 July
Labour politician. Prime Minister of the United Kingdom from July 2024 to June 2026, and MP for Holborn and St Pancras from 2015 until standing down in 2026. Director of Public Prosecutions before entering Parliament.
I promised that we would fix our NHS, so it’s fit for the future. Today, more patients are reporting improved experiences with their GP, dentist, and pharmacist since we’ve been in government. Delivering real change to people across the country. government Related
8 July
Mathematician at UCLA, working mainly in harmonic analysis and partial differential equations. Writes What's new, a long-running blog on their research, open problems and expository notes.
LLMs
Their words
However, these LLM reasoners that generate informal reasoning in natural language are fundamentally limited by the lack of precise, machine-checkable semantics, making their outputs prone to hallucinations [Huang et al., 2025b] and precluding autonomous verification, a prerequisite for tackling open-ended mathematical research.
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arxiv.org
7 July
Machine learning engineer and consultant focused on RAG and retrieval systems. He writes about applied AI engineering at jxnl.co and is the author of the instructor library.
4 July
Programmer and writer on computer architecture, performance, and software reliability. He has worked on CPU design at Centaur Technology and on software at Google and Microsoft, and writes long-form technical essays at danluu.com.
3 July
Programmer and writer on computer architecture, performance, and software reliability. He has worked on CPU design at Centaur Technology and on software at Google and Microsoft, and writes long-form technical essays at danluu.com.
Staff writer at The New Yorker, where he writes the Infinite Scroll column, and author of Filterworld and The Longing for Less.
They are actively working against the generic tendency of the model! Demand a “distinctive point of view” from the LLM lol Quoting @mattstromawn Given @chaykak's column last week, i'm not surprised to see the latest changes to @AnthropicAI's official frontend design skill/plugin LLMs Related
1 July
Programmer; wrote Extreme Programming Explained and Test-Driven Development, signed the Agile Manifesto, and writes Tidy First?.
Their words
You look under the underneath though at the code and it was just a horrible unmaintainable mess. But the fact that people could program the programs that they wanted was a a significant step forward as opposed to I'm going to write a thousandpage requirements document and then wait 8 years and not get what I want which was the alternative that we were offering at the at the time.
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youtube.com
30 June
Mathematician and maker of the 3Blue1Brown YouTube channel, which explains mathematics through animation. Creator of the open-source Manim animation library and founder of the Summer of Math Exposition.
LLMs Google
Their words
So in that sense basically using it like a very souped-up version of Google on like zero in on the right human written resource.
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youtube.com
27 June
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
25 June
Canadian bootstrapper and writer on small software businesses. Co-founder of the podcast hosting company Transistor.fm and author of the book Marketing for Developers.
24 June
Makes NeetCode, the structured practice list and video walkthroughs people use to prepare for coding interviews; a former Google engineer.
23 June
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
This is a new paradigm for interacting with Claude that is significantly more "inline" with all the other human activity org-wide. Once you do all of the under the hood engineering work to make this "just work" (e.g. across tools, integrations, compute environments, memory, security, etc.), Claude basically joins the team in a seamless way - you can talk to it as you would talk to a person and it can help with a very large variety of workloads. Imo this is the 3rd major redesign of LLM UIUX. The first paradigm was that the LLM is a website you go to, the second was that it is an app you downl… Quoting @claudeai Introducing Claude Tag, a new way for teams to work with Claude. In Slack, Claude joins as a team member with access to the channels and tools you choose. Tag Claude in and delegate tasks to it while you focus on other work. LLMs Anthropic Related
Cryptography engineer; maintains Go's cryptography libraries as a full-time open-source maintainer, funded directly by companies that use them.
22 June
Programmer; makes Handmade Hero and teaches Performance-Aware Programming, and argues loudly about how software got slow.
21 June
Freelance climate and energy analyst in Oslo, writing on Europe, the US and Australia; worked in the Australian renewables industry before that.
LLMs energy
Their words
Generative AI has no internal, designed momentum towards truth and accuracy (beyond the absurdly diminishing returns of energy-hungry multi-layered LLMs), but a person or an institution can (and should).
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ketanjoshi.co
19 June
Writer and climate campaigner; wrote The End of Nature in 1989, founded 350.org and Third Act, and writes The Crucial Years.
18 June
Data scientist and machine-learning researcher; chief scientist at bitly, founder of Fast Forward Labs and Hidden Door.
It feels like no matter what I've accomplished in my career, my current most valuable talent is that if you locked me in a desert cave with a computer and some GPUs I could Iron Man the shit out of that and emerge with a functional LLM using just what's in my own head. And that's really funny. LLMs Related
15 June
Writes Strange Loop Canon, on the intersection of technology, economics and business — "building models of the world to understand these problem areas and to define them better".
Systems and developer-tools engineer at Cloudflare as of 2026, on durable infrastructure for AI agents; worked on React and PartyKit before that. Writes at sunilpai.dev.
13 June
Co-founder and CTO of Honeycomb; previously an infrastructure engineer at Parse, Facebook and Linden Lab, and co-author of Observability Engineering.
tfw AWS posts something you recorded at AWS:reinvent EIGHT MONTHS AGO, with no indication that it was not recorded last week. It's not that I don't stand behind what I said....Or maybe it is? I don't remember what I said, it was eight months ago. Quoting @awscloud The real bottleneck was never writing code. It's releasing it, debugging it, & keeping it running well. So when @Honeycombio CTO Charity Majors set a productivity target, she didn't chase 10x. She chose 2x, & built from there. Related
9 June
General partner at Benchmark Capital for over two decades; was the lead analyst on Amazon's IPO before moving into venture capital. Writes Above the Crowd on tech and marketplace economics.
LLMs
Their words
We do live in a world where information is really cut up, but we also live in a world where you can have access to more information than you ever could. And that's even more true now with LLMs.
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youtube.com
7 June
Founded CD Baby in 1998 and sold it in 2008, giving the proceeds to a charitable trust for music education. Since then a writer and speaker: five books and 550+ articles, published first at sive.rs, which they hand-code and keep free of advertising.
Their words
OpenRouter via llm in the terminal
Show the whole quote
sive.rs
6 June
Novelist and critic, author of The Body Scout and Metallic Realms; writes the newsletter Counter Craft on fiction craft and the publishing industry.
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
5 June
Neuroscientist and novelist writing on consciousness, artificial intelligence and culture in the newsletter The Intrinsic Perspective.
Economist; Professor of the Practice of Economic Policy at Harvard, nonresident senior fellow at the Peterson Institute, and Chairman of the US Council of Economic Advisers from 2013 to 2017.
Another strong month for job growth. 172K in May with upward revisions for previous months that brings the three month average to 188K. Unemployment rate stable at 4.3% while broader measures (U-6 and employment rate) both improved. AI and jobs Related
4 June
Former L8 engineer at Meta, Microsoft and Atlassian, now writing and building solo on agentic engineering. Writes Kun's Field Notes and posts a lot about AI coding agents on X.
2 June
Writer of the blog Putanumonit and the newsletter Second Person, on rationality, dating and probability; based in New York.
From one piece
By Chains or by Promises
2 beliefs, in the piece's order there
30 May
Writer and former Substack product manager; publishes essays and interviews on technology, culture and China at jasmi.news.
I think "being real with yourself" is the most underrated cognitive skill for the AI age — AI makes it too easy to lie to yourself: to self-congratulate for the illusion of thinking, productivity, etc. But you gotta actually know: Am I being more productive, or just tokenmaxxing? Am I upskilling myself with AI, or letting it do the hard part for me? Does my essay/business/product idea make sense, or did I let an LLM convince me it does? Then you won't need hard rules like “always/never use AI for X.” If you pay attention and avoid self-deception, you'll be able to *feel* when you are doing re… LLMs Related
28 May
Writer on learning and skill acquisition; author of Ultralearning and Get Better at Anything, known for the MIT Challenge and the Year Without English.
New Article Why I’m Skeptical About Efforts to Revolutionize Schooling https://t.co/vHwneQy2rU I still believe learning can be improved dramatically for motivated people. But I’ve become much less optimistic about simple solutions for fixing education at scale. Related
Systems and developer-tools engineer at Cloudflare as of 2026, on durable infrastructure for AI agents; worked on React and PartyKit before that. Writes at sunilpai.dev.
27 May
Member of technical staff at Anthropic. He has led ML/AI teams at Amazon, Alibaba and Lazada, and writes about LLMs, recommender systems and engineering at eugeneyan.com.
25 May
Programmer; wrote Redis and hping, and blogs about C, systems programming and working alone.
Distributing LLM inference in DwarfStar High end NVIDIA cards, and the server and power needed to run them, cost a lot of money, especially if you plan to reach enough VRAM to run massive models. The alternative, so far, has been Apple hardware, or the DGX Sp…
LLMs Related
21 May
Software engineer and engineering leader at Canonical, working on Ubuntu; writes about his homelab, Nix and tooling at jnsgr.uk.
19 May
Novelist and critic, author of The Body Scout and Metallic Realms; writes the newsletter Counter Craft on fiction craft and the publishing industry.
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time. LLMs Anthropic Related
Programmer; wrote Redis and hping, and blogs about C, systems programming and working alone.
Alternatives for the EDIT tool of LLM agents EDIT: of course this was already done in the past! I had little doubts but people just confirmed me about it on Twitter :) But, keep reading: the CRC32 compromise at the end is an interesting tradeoff, and this is a goo…
LLMs Related
18 May
Machine learning engineer working on recommender systems, personalization and information retrieval. Previously worked on LLMs and LLM infrastructure at Mozilla.ai and on ML and recsys at Duo, Tumblr, Automattic and Comcast; wrote the 'What are embeddings?' text and ran the Normconf conference.
Tagging my blog posts with BERTopic and LLMs I recently added tags to my blog using BERTopic and a mix of LLMs. You can see the tags in the sidebar to the right (or in the footer on mobile). I’ve done this before in 2023, with GGUF Mistral using llama-cpp, b…
LLMs Related
16 May
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
15 May
Free software developer; maintainer of sway, wlroots, aerc and scdoc, and founder of the SourceHut (sr.ht) software forge.
11 May
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
This works really well btw, at the end of your query ask your LLM to "structure your response as HTML", then view the generated file in your browser. I've also had some success asking the LLM to present its output as slideshows, etc. More generally, imo audio is the human-preferred input to AIs but vision (images/animations/video) is the preferred output from them. Around a ~third of our brains are a massively parallel processor dedicated to vision, it is the 10-lane superhighway of information into brain. As AI improves, I think we'll see a progression that takes advantage: 1) raw text (hard… LLMs Related
9 May
Writer and consultant on technology, organizations and history; founded the blog Ribbonfarm and now writes the Contraptions newsletter.
Ribbonfarm has been resurrected as a museum blog with an AI curator. Details: https://t.co/InHymQ7kS3 The old reading experience is preserved intact, with significantly improved speed and cleaner reading layout, but there’s now a lot more intelligent scaffolding for exploring. Related
27 April
JavaScript programmer; creator of the jQuery library, author of Secrets of the JavaScript Ninja, and long-time engineer at Khan Academy.
An amusing side effect of using LLMs when working at @khanacademy is that occasionally they're like "You're trying to cheat, aren't you?? No cheating allowed!!" (Clearing the chat and using more authority usually works well!) LLMs Related
Founded CD Baby in 1998 and sold it in 2008, giving the proceeds to a charitable trust for music education. Since then a writer and speaker: five books and 550+ articles, published first at sive.rs, which they hand-code and keep free of advertising.
Bluesky My favorite LLM prompt: “List the top cities in {COUNTRY}, and anthropomorphize each one, listing the good-natured stereotypes and jokes that other people in {COUNTRY} say about people in this city.” LLMs Related
x.com My favorite LLM prompt: “List the top cities in {COUNTRY}, and anthropomorphize each one, listing the good-natured stereotypes and jokes that other people in {COUNTRY} say about people in this city.” LLMs Related
24 April
Writes Strange Loop Canon, on the intersection of technology, economics and business — "building models of the world to understand these problem areas and to define them better".
22 April
Researcher on distributed systems and local-first software at the University of Cambridge; wrote Designing Data-Intensive Applications.
From one piece
Designing Data-intensive Applications with Martin Kleppmann
2 beliefs, in the piece's order there
LLMs
Their words
One is that the LLMs are getting increasingly good at writing these proofs. And if we don't have to write the proof by hand as humans, it just becomes feasible to do them in situations where previously it would have not been economical.
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LLMs
Their words
But also LLMs increase the need for these formal proofs because, you know, we're live coding a bunch of stuff. If we have to manually review all of that code, then that will become the bottleneck.
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youtube.com
18 April
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
17 April
Economics professor at George Mason University and author of The Myth of the Rational Voter, Selfish Reasons to Have More Kids, The Case Against Education and Open Borders. Writes Bet On It.
Their words
In all honesty, I think that these are the best eight pages of economics I’ve ever read.
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betonit.ai
15 April
Co-founder of NVIDIA and, as of 2026, its chief executive; the company designs the GPUs most large AI models are trained on.
10 April
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
4 April
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
2 April
Co-founder of Ethereum. Publishes long essays on mechanism design, governance and what cryptography is for, and returns to earlier positions to say which parts they no longer hold.
Co-founder of Ethereum. Publishes long essays on mechanism design, governance and what cryptography is for, and returns to earlier positions to say which parts they no longer hold.
Their words
Its responses are, in my view, pretty bland and not very high-quality. I did a side-by-side test of asking Local Deep Research a question, then asking pi the same question (telling it to use searxng to make as many internet searches as needed), and I fed both outputs into an LLM to ask which is better.
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vitalik.eth.limo
Their words
Sandboxing To keep my LLMs in check, I do most of my LLM usage from inside of a sandbox. I use bubblewrap for this.
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vitalik.eth.limo
31 March
Novelist and critic, author of The Body Scout and Metallic Realms; writes the newsletter Counter Craft on fiction craft and the publishing industry.
28 March
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
LLMs
Their words
The LLMs may elicit an opinion when asked but are extremely competent in arguing almost any direction. This is actually super useful as a tool for forming your own opinions, just make sure to ask different directions and be careful with the sycophancy.
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@karpathy on X x.com
25 March
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
LLMs
Their words
One common issue with personalization in all LLMs is how distracting memory seems to be for the models. A single question from 2 months ago about some topic can keep coming up as some kind of a deep interest of mine with undue mentions in perpetuity.
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@karpathy on X x.com
23 March
Writer and former Substack product manager; publishes essays and interviews on technology, culture and China at jasmi.news.
22 March
Software engineer; co-founder and former CTO of Tailscale, previously on the Go team at Google.
American front-end engineer and design-systems specialist; built the Pantsuit design system for Hillary for America and has worked at Slack and IBM.
Been weird (i.e. neurodivergent) my whole life, and it improved immensely when I stopped trying to explain myself to people who are determined to misunderstand me. Quoting @smashfizzle.bsky.social If you’re a “weird” or “othered” Black Girl, the best advice I can give you is not to argue with people who have not had that experience about your experience. They will not get it, they will not try to, and your frustration won’t lead to understanding or peace. You know who you are. That’s enough. Related
Researcher on developer productivity; co-wrote Accelerate and the DORA research, and created the SPACE framework.
Their words
And humans max out at about like 3 to 4 hours a day. Like really really hard deep work, right? Um which always makes me laugh when executives are like, "We need 8 hours of intense work."
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youtube.com
21 March
Programmer on the Dart language at Google and author of Game Programming Patterns and Crafting Interpreters; previously a game developer at EA.
I've read so many articles in the past year from developers talking about how much more productive LLMs have made them at work. You know what I can't recall a single one of them mentioning? Getting a raise because of it. LLMs Related
20 March
Novelist and critic, author of The Body Scout and Metallic Realms; writes the newsletter Counter Craft on fiction craft and the publishing industry.
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
From one piece
Skill Issue: Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI
2 beliefs, in the piece's order there
Their words
So even though the models have improved tremendously and if you give them an agentic task, they will just go for hours and move mountains for you. And then you ask for like a joke and it has a stupid joke. It's crappy joke from five years ago and it's because it's outside of the it's outside of the RL.
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youtube.com
LLMs
Their words
a swarm of agents on the internet could collaborate to improve LLMs and could potentially even like run circles around frontier labs. Like who knows, you know? Um yeah, like maybe that's even possible. Like frontier labs have a huge amount of trusted compute but the earth is much bigger and has huge amount of untrusted compute.
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youtube.com
18 March
Novelist and critic, author of The Body Scout and Metallic Realms; writes the newsletter Counter Craft on fiction craft and the publishing industry.
Pseudonymous writer; posts careful, funny investigations of everyday questions — air quality, seed oils, arguing, chess — usually by reading the studies.
14 March
Canadian bootstrapper and writer on small software businesses. Co-founder of the podcast hosting company Transistor.fm and author of the book Marketing for Developers.
13 March
Systems and developer-tools engineer at Cloudflare as of 2026, on durable infrastructure for AI agents; worked on React and PartyKit before that. Writes at sunilpai.dev.
11 March
Programmer and essayist who has worked at Amazon, Google, Grab and Sourcegraph. Best known for the long-form essays collected as Stevey's Drunken Blog Rants and Stevey's Blog Rants.
10 March
Co-founder of Modem and a founding engineer at Sentry, where he went on to be VP of Engineering. Co-author of Third-party JavaScript, and co-host of the State of Agentic Coding podcast with Armin Ronacher.
Writer and consultant on formal methods and software correctness; author of Practical TLA+ and Logic for Programmers.
3 March
Programmer and designer who writes at tonsky.me; author of Fira Code, DataScript and AnyBar.
1 March
Programmer; wrote Redis and hping, and blogs about C, systems programming and working alone.
25 February
Creator of Claude Code at Anthropic.
LLMs Anthropic startups
Their words
At Anthropic, we don't build for the model of today, we build for the model of six months from now. And that's still my advice to founders that are building on LLMs.
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x.com
19 February
Founded Bridgewater Associates in 1975 and led it until stepping back from control in 2022. Author of Principles, The Changing World Order and How Countries Go Broke; publishes economic analysis at economicprinciples.org.
17 February
Programmer based in Vancouver who writes at scattered-thoughts.net about databases, programming language design and developer tools; author of the Imp, Dida and Zest language experiments.
LLMs energy
Their words
Both estimates make me think that the concern about global energy demand for LLMs is over-blown.
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scattered-thoughts.net
1 February
Hosts the Lex Fridman Podcast — long, unhurried conversations with scientists, engineers and public figures. Several of the interviews quoted elsewhere on this site are episodes of it.
27 January
Programmer and writer; co-wrote The Rust Programming Language and worked on Rust's documentation for years.
25 January
Founder of WP Engine and Smart Bear; writes A Smart Bear, long essays on strategy, pricing and how startups actually fail.
LLMs
Their words
if you think about it, it sort of makes sense because the LLM is an averaging machine, right? It's predicting the most likely that's an averaging kind of a thing. And so when what you're looking for is a kind of average, it's usually pretty good. So, summarization, topics, themes. But when you're asking for like what is interesting and not average, it's actually pretty bad at it.
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youtube.com
21 January
Entrepreneur and founder of Blueprint. Publishes a detailed, freely available longevity protocol documenting the food, supplements, devices and measurements he uses on himself.
15 January
Neuroscientist and novelist writing on consciousness, artificial intelligence and culture in the newsletter The Intrinsic Perspective.
6 January
Partner at Collaborative Fund and author of The Psychology of Money, Same As Ever and The Art of Spending Money. Writes essays on investor behavior and posts frequently on X.
1 January
Writer on habits and decision-making; author of Atomic Habits and the 3-2-1 newsletter, and publisher of long-running book recommendation lists.
Professor of Cognitive and Computational Neuroscience at the University of Sussex, co-director of the Sussex Centre for Consciousness Science, and author of Being You: A New Science of Consciousness.
Long-time Debian developer and free-software maintainer (remctl, INN, pam-krb5) who has published book reviews on his personal site since the 1990s.
Their words
The best book I read this year was also the last book I reviewed (and yes, I snuck the review under the wire for that reason): Bethany Jacobs's This Brutal Moon, the conclusion of the Kindom Trilogy that started with These Burning Stars. I thought the first two books of the series were interesting but flawed, but the conclusion blew me away and improved the entire trilogy in retrospect. Like all books I rate 10 out of 10, I'm sure a large part of my reaction is idiosyncratic, but two friends of mine also loved the conclusion so it's not just me.
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eyrie.org
31 December 2025
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
Their words
One of my favourite pieces on LLM security this year is The Normalization of Deviance in AI by security researcher Johann Rehberger.
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simonwillison.net
23 December 2025
Designer and technologist; author of The Laws of Simplicity; former president of the Rhode Island School of Design; formerly at the MIT Media Lab.
20 December 2025
Programmer; wrote Redis and hping, and blogs about C, systems programming and working alone.
Reflections on AI at the end of 2025 * For years, despite functional evidence and scientific hints accumulating, certain AI researchers continued to claim LLMs were stochastic parrots: probabilistic machines that would: 1. NOT have any representation about…
LLMs Related
19 December 2025
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
Their words
Claude Code (CC) emerged as the first convincing demonstration of what an LLM Agent looks like - something that in a loopy way strings together tool use and reasoning for extended problem solving.
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karpathy.bearblog.dev
10 December 2025
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
9 December 2025
Writer of the newsletter bookbear express, on psychology, relationships, non-attachment and taste; based in San Francisco.
Their words
Brandy Melville underwear and sweaters. 100% cotton and I can't believe how good they are for how cheap they are. I've owned a couple of their sweaters for like eight years and they really hold up.
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avabear.xyz
23 November 2025
Member of technical staff at Anthropic. He has led ML/AI teams at Amazon, Alibaba and Lazada, and writes about LLMs, recommender systems and engineering at eugeneyan.com.
From one piece
Product Evals in Three Simple Steps
2 beliefs, in the piece's order there
Member of technical staff at Anthropic. He has led ML/AI teams at Amazon, Alibaba and Lazada, and writes about LLMs, recommender systems and engineering at eugeneyan.com.
22 November 2025
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
Austrian developer. Created the libGDX game framework, and more recently the pi coding agent, which moved with them to Earendil — Armin Ronacher's company — in April 2026. Writes at mariozechner.at.
21 November 2025
Author of The 4-Hour Workweek and Tools of Titans, and host of The Tim Ferriss Show podcast.
Their words
Several years ago, I started using the Pod Cover for cooling and heating while I sleep, and it has transformed my sleep quality.
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tim.blog
18 November 2025
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
17 November 2025
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
6 November 2025
Writer and developer. He runs the Latent Space newsletter and podcast about AI engineering, and writes essays on software and careers at swyx.io.
3 November 2025
Roboticist; co-founded iRobot and Rethink Robotics, directed the MIT AI Lab, and publishes a scorecard grading his own dated predictions about AI, robots and self-driving.
24 October 2025
Writer and illustrator behind Wait But Why, a long-form blog of stick-figure-illustrated explainers on science, technology and society, and author of the book What's Our Problem?
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