Universal Health Coverage Could Save $1T and 114,000 Lives a Year, Yale Study

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Healthcare costs are rising faster than inflation due to administrative waste, soaring drug prices, and emergency care. Implementing Medicare for All would save over $1 trillion annually by reducing these sources of waste and avert more than 100,000 deaths.

A Preview of DuckDB v2.0

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DuckDB v2.0, codenamed "Cyanoptera", is coming this fall with several key features including a server mode, triggers, the VARIANT type and asynchronous I/O. The new version will also introduce a modern SQL parser and improved storage format.

AI-Generated GitHub Copilot "Autofix" Allowed Compromise of Snowflake's Jira

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Wiz Research's Red Agent tool identified a critical GitHub Actions workflow vulnerability in Snowflake's public repository, which was introduced by an AI-powered commit. The vulnerability allowed an unauthenticated user to execute arbitrary commands within a GitHub Actions runner, but was patched by Snowflake on the same day it was reported.

Launch HN: Speko (YC S26) – OpenRouter for Voice AI

Bek, founder of Speko, has created a platform that optimizes speech-to-text and text-to-speech models based on user constraints. The platform uses benchmarked options from various vendors to find the best combination for each use case.

GPT 5.6 Sol is the best "vision" model OpenAI ever released

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OpenAI's GPT-5.6 lineup, including Sol, Terra, and Luna models, has shown significant improvements in vision capabilities such as object detection and counting. The Sol model outperforms the others in these tasks.

How to disable or avoid intrusive AI

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This guide helps users disable or avoid intrusive AI in their tech environment, including disabling Gemini and Apple Intelligence features. Users can also block AI enhancements in Firefox, change default search engines to DDG, and turn off specific AI features in various applications such as Gmail and Zoom.

Incident with Github.com

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GitHub's Status Page - Incident with GitHub.com.

How to put 170 atoms in an atom

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Scientists created a "Rydberg polaron" by exciting an electron in a strontium atom, allowing up to 170 more atoms to fit inside. This unusual molecule has no practical use yet but teaches us about quantum mechanics and atomic behavior.

GitHub down again? no PR access

Githubstatus.com reports an incident with a 20% error rate, citing investigations underway. Users experience issues loading repo pages and merge status cannot be loaded due to the outage.

Qwen3.8-27B at 256K on a 24GB RTX PRO 4000 SFF (432 GB/s): 50 tok/s with MTP

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The author tested a custom llama.cpp build with an embedded MTP (Model-Target Prediction) and found that the best local inference setup is rarely made from individually "best" parts. The custom 5.01 BPW iMatrix/NVFP4 hybrid matched the Q4_1 quality reference while leaving room for the serving stack, improving strict same-workload run by 21.97%.

Apple's App Tracking Transparency treated its own apps better than rivals

Apple has agreed to align its consent requests for user data on iPhones and iPads, following an objection from Germany's competition authority over differing rules for Apple's own offerings and third-party apps. The changes aim to ensure users can make informed decisions about personalized advertising.

Olo (Color)

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Researchers at UC Berkeley discovered an imaginary color called olo, which can only be seen using specialized tools that target M cone cells. Olo is described as a blue-green color with unprecedented saturation, but some scientists question its existence as a genuinely new color.

Qwen 3.8 27B is excellent, but it defaults to overthinking things

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The author has been testing Qwen 3.8 27B, a large language model from Alibaba's research lab, on various machines and found it to be highly capable but slow due to its dense architecture requiring significant memory bandwidth.

Show HN: Sokoban AI Solver

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Sokoban is a puzzle game where the keeper must push boxes onto goals while reaching its own goal in as few moves as possible. The JavaScript port uses an A* search algorithm to find the optimal solution for most boards, but not for board 15 due to computational limitations.

How I developed an Am29000 C compiler and web browser

The author developed a 32-bit operating system, C compiler, assembler, and text editor for the Am29000 processor between Christmas 1998 and his birthday in 1999. He also created a web browser that connected to the internet using his own TCP/IP protocol stack.

Show HN: Learn Flags Quiz

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This website offers a world flags quiz with 197 countries, no sign-up required. It provides explanations for incorrect answers and helps users identify their weakest regions.

Anthropic's 'watermark' text adulteration in Claude is a perversion of writing

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Anthropic is implementing a watermarking system on its Claude models to comply with the EU's Code of Practice on Transparency of AI-Generated Content, which requires marking AI-generated text. The system uses semantic watermarking techniques that subtly influence word choices at inference time.

How to ship a database every day

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Turbopuffer deploys dozens of database upgrades daily, supporting 100+ clusters across multiple regions and deployment models. The control plane uses a custom MySQL database to manage operations, with a local state machine running on each cluster agent.

On A.I. regulation and messaging

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The author believes regulation can be a double-edged sword, potentially constraining corporate power but also risking regulatory capture. They advocate for balanced regulations that address AI risks and decentralize power through fair institutional processes.

Show HN: Desktopcolors.com – A museum for solid background colors of classic OS

The desktop that taught the world to point and click — with a scheme for every taste. The release that made Windows a success — and let you recolor the whole desktop.

Cialis is an erectile dysfunction drug. Could it also help you live longer?

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Tadalafil, a common erectile dysfunction medication, is being repurposed as an "all-purpose longevity drug" due to its potential cardiovascular benefits. Some experts believe it could have a legitimate role in preventive health, but more research is needed before it can be widely recommended.

A third world engineer responds to “RISC-V: They should have known better”

The author criticizes Dmitry Grinberg's article on RISC-V, arguing that his criticism of the architecture is biased and misses the point. The author claims that RISC-V's openness and low cost make it accessible to developers in developing countries, allowing them to create their own projects without relying on expensive tools or licenses.

Ask HN: Alternatives to GitHub

Github's downtime has raised concerns about switching to alternatives like DSCI, Gitea, or Codeberg for version control and CI/CD. These options offer similar features with more flexibility in programming languages and a community-driven approach.

How Go detects struct copies with sync.noCopy

Mexico Crackdown on Coastal Development Underway

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Profepa launches aggressive campaign against unauthorized real estate developments along Mexico's Yucatán coast, promising demolition of illegal structures. The agency prioritizes environmental restoration over monetary penalties in a shift towards stricter enforcement.

Linear algebra done right

The fourth edition of Linear Algebra Done Right is an open-access book with over 250 new exercises, available in multiple languages. It's a best-selling textbook for undergraduate math majors and graduate students, focusing on the structure of linear operators on finite-dimensional vector spaces.

Show HN: LLMs each trading $100K vs. a frozen rulebook – the rulebook leads

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Four AI models and a rules-based system compete in a public paper trading challenge with $100,000 each. Their trades, wins, and losses are transparent, aiming to build a track record for potential future services.

Claude: System Prompts

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Claude's web interface and mobile apps use a system prompt to provide information, including the current date, at the start of conversations. The prompt is updated periodically to improve Claude's responses, but not for the Claude API.

Reticulum – Decentralized Mesh Network

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Reticulum is a cryptography-based networking stack for building decentralized, sovereign networks without control or censorship. It enables secure digital communication and end-to-end connectivity with self-sovereign addresses that can be moved freely within the network.

The only known trebuchet casualty in history

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A medieval skeleton, known as Skeleton 150, was found in a chapel beneath Stirling Castle with severe injuries consistent with being hit by a trebuchet. The impact is believed to have occurred around 1304 during the siege of Stirling Castle by King Edward I of England.