Using the railway network as a flatbed scanner

https://philo.gay/linecam/blogpics_full/video_preview.jpg
The author built a digital scanning camera to capture wide photos of moving vehicles, using an industrial linear scanning camera and processing the data in post-processing. The project involved overcoming challenges such as speed measurement, parallax correction, and displaying large images.

Fixing a Bricked Framework Laptop

https://quantum5.ca/assets/fwbios/framework-bad-flash-751da0b6e55fd26c1fd6d7ef7cb0cba2912c22b56cc32d139128d6f64c9957a4a0591d4ce488b52a5cbb72570b33fc878e2703cd95ed494f661d5a4eb62c4737.webp
The user's Framework laptop failed to update its BIOS via the official framework updater, resulting in a "bricked" system. The user attempted to flash the BIOS themselves using a CH347 programmer and successfully restored their laptop, but encountered issues with customizations being lost during the process.

The Amazon Tax

https://seths.blog/wp-content/themes/godin/img/seth.webp
Amazon's search ads distort results, prioritizing sellers' budgets over product quality and customer needs. This system creates a cycle of inefficiency, driving up costs for consumers and stifling innovation in the market.

Linux 7.3 improves performance when running out of vRAM

Python Polars Cheatsheet (based on our O'Reilly book)

https://opensource.posit.co/resources/cheatsheets/polars/ppdg_1625_hu_9e05b5e4b64e1e92.jpg
Polars is a library for data transformation, analysis, and visualization with a fast DataFrame API. It supports various operations like filtering, grouping, joining, and plotting.

How I Under-Engineered My Book

https://d39wtn5cxihhz5.cloudfront.net/content/800Pasted-image-20260817122017.jpeg
In contrast to this maniac on the front page of Hacker News: How I Over-Engineered My Book I typed the first draft of each chapter into Obsidian. Then I copy/pasted it into Word. When it was done, I dragged and dropped it into Box, which is where Manning stores its author's manuscripts.

Teaching my kid to code with a modern MUD

https://tau.dev/assets/canon/canon.webp
The author created a text-based game called Canon, where players can build and interact with their own games using a simple scripting language called Cant. The game is designed to teach programming concepts in an accessible way for beginners.

Fairphone is now officially available in the United States

https://www.fairphone.com/web/image/3527652-a1e33722/300ea266-9a80-11f1-b78e-8e62b86b5ce1?access_token=d9fdf55f-531a-4d3c-90ba-af0303e43e6d
The Fairphone (Gen. 6+) is launched with upgraded internal hardware, including a Snapdragon 7s Gen 4 processor and up to 12GB RAM, for improved performance and smoother multitasking. The new device retains the original's industry-leading repairability standards while introducing features like Android 16 and exclusive colorways.

Composable Tests

https://substackcdn.com/image/fetch/$s_!hzhP!,f_auto,q_auto:best,fl_progressive:steep/https%3A%2F%2Ftidyfirst.substack.com%2Ftwitter%2Fsubscribe-card.jpg%3Fv%3D-1150222451%26version%3D9
Isolation in testing ensures each test runs independently, while composition involves combining tests to maintain predictability and specificity. This approach allows for more efficient testing with fewer tests, improving overall code quality and shipping speed.

Babies born under sugar rationing grew into adults with lower cancer risk

https://images.theconversation.com/files/754389/original/file-20260817-50-s3fxyn.jpg?ixlib=rb-4.1.1&rect=0%2C389%2C5086%2C2543&q=45&auto=format&w=1356&h=668&fit=crop
Researchers found that people exposed to less sugar in early childhood had lower rates of certain cancers and slower biological aging, even decades later. Those who experienced sugar rationing during their first 1,000 days had healthier diets and lower sugar consumption in adulthood.

Splitting a Git Commit

The Git commit process is simplified by asking for hunk-by-hunk input and bringing up an editor for the first two commit messages. A Stack Overflow question discusses a simpler approach, but it has fewer votes than an older answer with a more cumbersome method.

Code-native generation of highly programmable 3D assets (2026)

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Nova3D generates 3D assets as executable Blender source code, producing a programmable asset with named parts and articulation. It outperforms baselines in various metrics, including geometry quality and representational capabilities.

Meta Files Patent for Facial Recognition, Automatic Recording of People

https://images.unsplash.com/photo-1572635196237-14b3f281503f?crop=entropy&cs=tinysrgb&fit=max&fm=jpg&ixid=M3wxMTc3M3wwfDF8c2VhcmNofDF8fHJheSUyMGJhbnN8ZW58MHx8fHwxNzg3MDA1MjE5fDA&ixlib=rb-4.1.0&q=80&w=720
Meta filed a patent for a "memory recall" system that uses facial recognition to record people automatically, raising concerns about privacy. The company's Ray-Ban smart glasses have been criticized for their ability to surreptitiously record people using the onboard camera.

How Bluesky draws its logo on screenshots

https://timmarinin.net/2026/bluesky-screenshots/skeet.jpg
User noticed a hidden Bluesky logo in a screenshot, which disappears when taking the actual screenshot. The logo is actually rendered as part of a secure text field that gets blanked by iOS during the screenshot process.

Google buys crashed airline Spirit's data at auction

https://image.theregister.com/5271547.webp?imageId=5271547&width=360&height=360
Spirit Airlines filed for liquidation and sold its data to Google for $10 million, which includes 100m emails, 500m Microsoft Teams items, and customer service records. The deidentified data will be used by Google to improve its AI services.

Show HN: Shoehorn – Quantize any model down to run on your machine

https://notactuallytreyanastasio.github.io/shoehorn/ui-discover.png
shoehorn helps select Hugging Face models based on your hardware budget, using a local web app and llama.cpp. It quantizes models in Rust to GGUF v3 format for efficient inference.

The coolest anti-surveillance tools at Defcon [video]

Quake Shareware, a CD-ROM just a little too full

https://fabiensanglard.net/quake_shareware_cd/compusa.webp
id Software released Quake shareware on a CD-ROM in 1996, allowing gamers to buy the game and unlock it with a phone call. However, hackers quickly discovered that they could bypass the system by decrypting the full version of the game from the shareware CD using QCRACK.EXE.

Baking a Model: A Metaphor for LLM Training

https://substackcdn.com/image/fetch/$s_!PlwL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F961d0b32-94f1-43bf-84a9-af749bcc28c9_768x1024.jpeg
The author reflects on their fascination with AI models, comparing the process of creating them to baking and understanding how a model is constructed. They break down the model into its user interface and core components, explaining that training involves tweaking numbers through pre-training, post-training, and mid-training processes.

Finger: Social network that never died

https://en.andros.dev/static/img/footer/org-social.svg
The first social network, Finger, was created in 1971 at Stanford University and allowed users to share their status updates with others. It remains a simple yet functional protocol that has been revived in recent years with modern implementations like Happy Net Box and plan.cat.

Israel creates fake think tank in likely attempt to dupe AI chatbots

https://responsiblestatecraft.org/media-library/screenshot-of-the-hanover-institute-s-website-taken-on-aug-16-2026.png?id=67630219&width=1800&height=900&quality=74&coordinates=0%2C0%2C0%2C65
The Hanover Institute for Public Policy appears to be a fake think tank created by the Israeli government to influence chatbots and AI systems, producing reports on Israel/Palestine issues. The organization's publications are designed to appeal to chatbots like Claude or Gemini, with formulaic questions and neutral tone arguments.

GPT-5.6 Sol Pricing Cut by 50%

https://t0.gstatic.com/faviconV2?client=SOCIAL&type=FAVICON&fallback_opts=TYPE,SIZE,URL&url=https://nousresearch.com&size=256
OpenRouter compares different companies' models based on routing modes and metrics like price, speed, accuracy, and performance. It provides a ranking system to help users choose the best model for their needs.

Deus Ex creator Warren Spector is retiring from game development

https://www.videogameschronicle.com/files/2019/05/31957465_10156266296628764_8581449025113292800_o-320x240.jpg
John Spector, a renowned game developer, is retiring after a career spanning decades. He feels accomplished and ready to move on from the industry that has changed significantly over time.

Claude writing a macOS driver for my obscure HP printer built only for Windows

https://pbs.twimg.com/media/HP72MdaaEAAAX7z?format=webp&name=medium
It's crazy to imagine that we can just do this if we feel like it, a few years ago no one would've even bothered to program this 😭

Rethinking Database Programming

What Happens If OpenAI Dies?

https://storage.ghost.io/c/24/d8/24d8fcec-dfba-4f40-a467-823d2941ae46/content/images/2026/08/data-src-image-f44da972-de07-4f16-903f-d899c85e3dc4.png
OpenAI is struggling financially, with significant obligations and commitments that are difficult to meet. The company needs at least $100 billion a year to survive, but its actual cash position is uncertain due to inflated valuations and reliance on venture capital. If OpenAI fails, it could have devastating consequences for the entire AI industry.

The Size of the World Wide Web

The Indexed Web contains at least 3.98 billion pages (Wednesday, 15 January, 2025). The Dutch Indexed Web contains at least 2042.74 million pages (Wednesday, 15 January, 2025). Houston we have a problem:Since January 15, 2025 we cannot receive any data from Google. They make it very difficult to automatically retrieve data from the search engine. This means we can no longer retrieve numbers ...

Fairphone 6 and PostmarketOS working main camera

https://catcrafts.net/media/e2924a02871d8548.png
The author has successfully integrated a wide lens camera into their Linux phone, improved image quality with color correction, and is now working on shipping the Fairphone 6+ worldwide except for US and Canada due to insurance issues. They are also planning to create a non-profit company to back their future projects, including making an RISCV-based Linux phone.

IBM Simon (1994): the original smartphone, explained in its own ad [video]

Muse Glimmer is a memory hierarchy disguised as a 30B Transformer

https://abstractextraordinary.com/posts-media/muse_glimmer_kv_cache.svg
Meta pitches Muse Glimmer as an agent that runs on your device: autonomous, multimodal, no cloud required. That is an engineering problem as much as a product claim: fit a capable 30B-class model, a long working history, and a perception stack into consumer hardware. The answer turns out to be a memory hierarchy disguised as a 30B Transformer. Its model card is direct about the goal: Muse ...