7.1 Earthquake in Japan

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About the security content of macOS Tahoe 26.6

Apple has released patches for several security vulnerabilities in its software, including CVE-2026-39875 and CVE-2026-64691, which could allow remote attackers to cause system termination or corrupt kernel memory.

Our position on open-weights models

https://cdn.sanity.io/images/4zrzovbb/website/62993bb857986e2808c2a75024f384e7b85312b6-2400x1254.png
The author of Anthropic does not support banning open-weights models, but instead advocates for keeping powerful chips out of authoritarian hands and requiring safety testing of all capable models. The author's primary concern is authoritarian governments building more powerful AI models than the US, and their secondary concern is powerful AI models being misused for cyberattacks or biological attacks.

Google's Beyond Zero: Enterprise Security for the AI Era

The website is using Cloudflare security and blocked my action, possibly due to a trigger like a certain word or SQL command. I was trying to perform an action when this page came up, and the Cloudflare Ray ID is needed to report the issue to the site owner.

How to Survive Boiling Water

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A college student's abandoned milk carton became a 27-year dorm tradition, sparking a story about the value of discarded items. A scientist investigates a probiotic tea, discovering that its bacteria can survive boiling water due to spore-forming properties.

A $500 RL fine-tune of a 9B open model beat frontier models on catalog review

https://fermisense.com/when-machines-take-the-wheel/og.png?v=2
Companies that adopt AI-first strategies and fine-tune open-source models with reinforcement learning see significant gains in productivity and revenue, with some experiencing revenue growth of over 200% between 2022 and 2025. By training models on proprietary data and workflows, companies can achieve better performance and cost savings than using general-purpose frontier models, with some ...

Ars Astronomica – English translations of rare Hebrew and Latin astronomy texts

https://arsastronomica.com/logo-with-name.png
A scholarly imprint has produced English translations of historical Hebrew and Latin works in astronomy, cosmology, and natural philosophy, making them accessible to readers. The translations aim for fluent, readable modern English while preserving the authors' meaning, argument, and tone.

Benchmarking Opus 5 on SlopCodeBench

https://raw.githubusercontent.com/humanlayer/advanced-context-engineering-for-coding-agents/main/images/scb-title-card.png
The user tested three Claude models (Opus 5, Sonnet 5, and Opus 4.8) on SlopCodeBench, a new benchmark that evaluates code quality over time, and found that none of them could maintain a codebase without increasing complexity. The user believes that SlopCodeBench gives a signal that today's models can't be relied on to run lights-off without steering for real-shaped software engineering work, ...

Golang Maps: how Swiss Tables replaced the old bucket design

https://blog.gaborkoos.com/posts/2026-07-24-Golang-Maps-How-Swiss-Tables-Replaced-the-Old-Bucket-Design/01.svg
Go 1.24 replaced the classic bucket-plus-overflow map implementation with a Swiss Table-inspired design, improving lookup and insert paths with tighter metadata, flatter probing patterns, and better cache locality. The new design preserves Go's map iteration behavior and garbage collection integration, delivering significant speedups and memory efficiency gains in many workloads, especially ...

Vehicle Motion Cues

To reduce motion sickness while riding in a car, turn on Vehicle Motion Cues on iPhone by tapping the option and selecting settings. This feature displays animated dots on the screen to represent vehicle movement.

Neutrino-1 8B

https://www.fermionresearch.com/images/backgrounds/amber-orbit.webp
Neutrino-1 8B is a 3.88 GB decoder-only transformer model that uses a proprietary ternary-family weight format, allowing it to decode at faster rates than a 16 GB fp16 artifact. It ships as a single public repository with native binaries, GGUF pack, and MLX pack, under the Apache License 2.0.

Watching Go's new garbage collector move through the heap

Go 1.26's new garbage collector, Green Tea, improves performance by reducing cache misses and increasing speed, but its impact on L3 cache is initially misleading. By analyzing L1 cache metrics, we see that Green Tea reduces L1 cache misses and improves overall performance, but Go still struggles with memory fragmentation due to its non-moving collector.

PyTorch: A Reference Language

PyTorch plays a dual role as both the reference language and the implementation language, allowing for verification of correctness between the two. This approach enables explicit control over performance-critical operations and verification of correctness through a separate verifier.

TWC Classics

https://twccfiles.com/updates/2026/07/23/previews/whys%20and%20wonders%20calendar93.jpg
TWC Classics is a website with a large collection of weather-related content, including over 8,000 files. It showcases The Weather Channel's history, including its first 28 years and early logos and music.

Kimi K3 Now Available via Telnyx Inference API

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Kimi K3, a 2.8-trillion-parameter model, is now available on Telnyx Inference API with native vision capabilities and a 1M-token context window. It competes with closed-source models from Anthropic and OpenAI on coding, reasoning, and agentic knowledge work benchmarks.

Programming Languages Are Authoring Tools for Platforms

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The success of a programming language depends not on its technical features, but on its ability to create a platform that attracts developers and users, and its alignment with the needs of the job market and industry. A language's value lies not in its computational power, but in its ability to facilitate the creation of complementary goods, such as applications and content, that make the ...

Which Odyssey translation wins a blind reading test?

https://homer.scrivium.com/og/odyssey.png
Robert Fagles led the initial analysis of 674 readers. His Penguin translation ranked first by raw matches, in the regularized pairwise model, and in the scene-adjusted model. It also finished first in all 50,000 whole-ballot bootstrap samples. The July 26 snapshot included 1,538 readers and 18,133 head-to-heads. Applying the same under-90-second rule left 1,524 readers and 17,973 ...

DConf 2026 in London

https://dconf.org/2020/images/bright.jpg
DConf speakers include experts in compiler technology, AI, and game development, presenting on topics such as LLMs, agentic tools, and 3D graphics engines. The event features a mix of experienced professionals and students contributing to the D programming language and ecosystem.

Show HN: Yap – OSS on-device voice dictation for macOS with no model to download

https://raw.githubusercontent.com/FrigadeHQ/yap/main/assets/yap-icon.png
Yap is a macOS voice-to-text tool that uses Apple's built-in SpeechAnalyzer and SpeechTranscriber APIs for on-device streaming speech to text. It's a lightweight, open-source app with no model to download, no API key required, and no audio leaving the machine.

Launch HN: Rise Reforming (YC S26) – Turning Waste Gases into Valuable Chemicals

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Rise Reforming converts biogas from wastewater, farms, and landfills into valuable chemicals, reducing reliance on fossil fuels and supply chains. Their technology fits in a shipping container, allowing for rapid deployment and production of chemicals like DME, methanol, and DMC.

C/C++ projects packaged for Zig

You can package C/C++ projects for the Zig build system by adding a dependency on Zig and removing dependencies on other build tools, showcasing a build.zig file for the project. To contribute a repository, follow a checklist including using a permissive license, packaging the original project without extra Zig-specific stuff, adding a CI job, and having interest in occasional maintainership work.

Ray tracing massive amounts of animated geometry using tetrahedral cages

https://gpuopen.com/images/rt_massive_workflow_v2.aZxpk6Oo.jpg
Researchers at AMD developed a method to efficiently animate massive amounts of geometry using tetrahedral cages. This approach decouples animation cost from triangle count, allowing for real-time rendering of complex scenes with many animated objects.

RTX 2080 Ti Memory Upgrade to 22 GB

https://gpusolutions.net/wp-content/uploads/2026/02/AMD.webp
We upgrade the RTX 2080 Ti's VRAM to 22 GB by replacing original memory modules with higher-density parts. The upgrade takes 12 days and comes with a 90-day warranty, but costs depend on memory module availability.

Paged Out #9 [pdf]

Paged Out! magazine Issue #9 is now available with over 70 items, articles, and artwork, and the editorial team is working on Issue #10 with a call for papers deadline of September 30, 2026. The magazine is also introducing a Patreon page to support its financial goals and making past issues available for purchase through Lulu.com.

Self-contained highly-portable Python distributions

This project creates self-contained Python distributions that can run on any system with minimal dependencies. The distributions can be customized and repackaged by downstream tools like PyOxidizer and PyOxy, which add functionality to the Python interpreter.

Some combinatorial applications of spacefilling curves

https://www2.isye.gatech.edu/~jjb/research/mow/sfc-tour.gif
A spacefilling curve is a continuous mapping from a lower-dimensional space into a higher-dimensional one, useful for solving the Travelling Salesman's Tour problem. The spacefilling curve heuristic (SFC) is fast, parallelizable, and does not need explicit distances between points, but may produce solutions 25% longer than optimum.

Securing Services with Rootless Containers

https://blog.coderspirit.xyz/.within.website/x/cmd/anubis/static/img/pensive.webp?cacheBuster=v1.25.0
The website uses Anubis to protect against aggressive AI scraping, which adds a Proof-of-Work load to make scraping more expensive. Users with plugins like JShelter need to disable them for this domain to access resources.

Don't ask an LLM for a confidence score

https://justinflick.com/assets/images/generated/llm-confidence-scores-header.jpeg
The author argues that asking a Large Language Model (LLM) to generate a confidence score for its response is useless and lacks scientific validity, as the model's internal state is not well understood and the scores are often based on unreliable heuristics. The author suggests that instead of relying on confidence scores, developers should focus on improving the model's retrieval ...

A Dying Art: The last of the morticians

https://wp.harpers.org/wp-content/uploads/2026/07/CUT-14-w-border-smaller-242x300.png
Anthony Saldivar, a mortician, participates in a Restorative Art Technical Showcase in Chicago, where contestants must restore a decomposing human head within three hours. The showcase highlights the decline of restorative art due to changing funeral industry trends and consumer preferences towards cremation and closed caskets.

How real are real numbers? (2004)

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
The discussion focuses on mathematical and physical arguments against continuity and in favor of discreteness, particularly Emile Borel's ideas. This is from a paper by Gregory J. Chaitin.