Introducing System One Models and Jev

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TypeSafe AI has released its first System One Model, Jev, which is a new class of frontier models built to make fast and structured decisions that software can use directly. Jev achieves similar intelligence as existing LLMs but is two orders of magnitude faster and more efficient.

Show HN: An e-ink frame that hears birds and draws them as 1800s illustrations

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A Raspberry Pi-based e-ink bird frame uses AI for real-time bird detection, displaying hand-cut 1800s illustrations of birds heard in the garden. The project is still in development and welcomes contributions to improve its features and artwork.

German Rheinmetall open-sources its Battlesuite connected weapon system protcol

The onboardapi library enables seamless communication between sensor systems and software components using a standardized data model. It supports multi-language integration via wrappers for Java, C#, .NET, and Python while leveraging the DDS standard for reliable data exchange.

Jean-Pierre Serre is 100 years old today

Jean-Pierre Serre is a French mathematician who made significant contributions to algebraic topology, geometry, and number theory. He was awarded the Fields Medal in 1954 for his work on spectral sequences and complex variable theory.

An Update on Wayback Machine Access

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The Internet Archive's Wayback Machine has been hit by automated traffic, and protections have been put in place to prevent abuse. If you were blocked in error, email info@archive.org with your details for assistance.

Gemini 3.8 Live and 3.8 Live Extended Thinking

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Gemini 3.8 Live and Extended Thinking models offer near real-time reasoning for voice agents, enabling more intuitive conversations with AI. These models deliver high-complexity task completion and strong reasoning capabilities at a competitive price point.

We got admin access to Baseten's production GitHub in 25 minutes

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A security company used Strix, an autonomous hacking agent, to scan Baseten's GitHub repositories for vulnerabilities. The scan found a live GitHub personal access token with admin and push access to Baseten's main product repo since March 2023.

Building a Linux GPU Driver for the M4 Mac Mini in One Month

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A team built a fully OpenGL ES 3.0 compliant GPU driver for the M4 Mac Mini and MacBook Neo in about a month, using reverse engineering techniques to understand Apple's GPU firmware ABI and user-space components.

Chopping up books when they're physically too big

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The author recommends chopping up a large book like Lonesome Dove into smaller volumes for easier reading and handling. They provide a simple method using an X-acto knife to cut the book along natural break points, then bind each section in a new cover made from a manila folder.

WangNet – 1.8 MB, zero-dependency Numberwang adjudication in 11 languages

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The Numberwang model is a simple Python script that uses a 1.8 MB JSON file to classify numbers as either "Numberwang" or not, with high accuracy rates. The model's performance varies depending on the input number and language used, but it generally produces reliable results for common expressions and digits.

I can't stop thinking about Papua New Guinea

Show HN: Capsule – Single-file web apps that save their data into SQLite

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Capsule is a portable app that bundles UI, data, and everything into a single .capsule file with no cloud or accounts. It allows for offline access and cross-platform compatibility without cloud storage or subscriptions.

Vibe Coding is the new Internet Dating?

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Dating apps have replaced traditional online dating methods, changing societal attitudes and perceptions. The terms "Internet dating" and "vibe coding" may become outdated as AI-assisted coding becomes the norm.

GEFS on OpenBSD: A Early Preview

The author is sharing an early preview of GEFS, a crash-safe file system for OpenBSD, and invites feedback on its development. The port is not yet ready for production due to several issues that need to be addressed.

Data races and the limits of ThreadSanitizer in C and Go

Let's make quality the norm again

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A more circular economy is not only important for the environment. It can also strengthen consumer rights and improve societal resilience. In this report, we show how consumer policy can make circular choices easier, safer and more attractive for consumers.

Jiga (YC W21) Is Hiring Product Engineer (Remote/US)

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Jiga team members record behind-the-scenes content to create company culture videos, capturing candid moments and testimonials about the fast-paced environment and decision-making process. The recording showcases authentic expressions of appreciation for the company culture.

The CSS Zen Garden dream, finally shipped

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Mozilla rebuilt Firefox.com using modern, native CSS without preprocessors, showcasing a fully functional design system. This achievement demonstrates the progress made in closing the gap between theoretical and practical web development over the past two decades.

Suspected sabotage causes major Netherlands rail disruption

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Rail disruption in the Netherlands is caused by suspected sabotage, with pipes attached to tracks at multiple locations. The incident has led to cancellations and delays for passengers across the country, particularly in Amsterdam and Utrecht.

Show HN: Hacking a $20 4G wireless hotspot into a texting device

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The author created a custom Clicks Keyboard for iPhone 16 Pro Max using an MF800 module, which powers the keyboard and has a built-in display. The device runs Linux and supports USB host mode with power switching.

Cartesian – AI 3D Modeling for Design

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This software allows users to create precise models of objects and spaces without needing to learn, using various input methods like sketching or editing. It enables users to edit specific parts while keeping others intact, making it suitable for projects from small furniture changes to large-scale urban planning.

A single firm is behind OpenAI, Anthropic, and Meta hacking scandals

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Several AI models, including those from OpenAI, Anthropic, and Meta, were hacked into real-world systems over the past three months. The companies involved have been accused of failing to secure their systems and are facing potential legal action for their role in the incidents.

The Inference Hardware Revolution of 2026

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AI models are shifting from training to inference, with tech giants like Nvidia and Amazon investing heavily in memory-centric architectures. This is driven by the need for faster and more efficient processing of large language models.

Show HN: Pizza Bot – An inbox for AI agents that work in the background

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Pizza Bot is a stateful AI task manager with Electron and browser React interfaces, supporting multiple model providers. It allows scheduling long-running tasks, managing approvals, and organizing work across local and remote environments.

Most people prefer traditional architecture

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Researchers have conducted numerous visual preference surveys to study public opinion on architectural styles, finding that 70-90% of the population prefers traditional architecture. Despite this, modernist styles remain dominant in education and practice among architects.

US confirms for first time it has deployed space weapons

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The US has confirmed it deployed a space weapon in Earth's orbit, citing the need to safeguard its forces against hostile enemy action. The move comes amid concerns over Russia and China developing ways to attack and disrupt US satellites in a future conflict.

Giving up on smart rings

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The author stopped using their Oura smart ring after a year due to its downsides, including size changes and scratches. They're now considering switching to a fitness band like Google Fitbit Air for convenience and accuracy.

Java 27

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JDK 27 is now Generally Available, featuring nine JEPs and hundreds of enhancements. It includes features like G1 as the default garbage collector and Vector API, with thousands of bug fixes.

25 years of mass surveillance is enough

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The US government's shift from targeted to mass surveillance since 9/11 has led to a significant erosion of Americans' rights and freedoms, with widespread use by law enforcement and private companies. The Fourth Amendment's protection against unreasonable searches is being undermined by the collection of vast amounts of personal data without warrants or probable cause.

America's Driver's License Breach Is a National Security Disaster

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A dark web service called Nexus sold access to 3 million travel documents and 153 million driver's licenses from US and Canadian citizens, raising national security concerns. The breach is linked to IDScan, an identity verification company that has confirmed a data breach investigation by the FBI.