Inkling: Our Open-Weights Model

https://thinkingmachines.ai/news/introducing-inkling/images/cover-social-inkling-post.png
The company released Inkling, a 975B-parameter Mixture-of-Experts model with 41B active parameters, supporting text, images, audio, and video, alongside Inkling-Small (12B active) for efficient customization via Tinker. Trained on 45T tokens, Inkling offers controllable reasoning, safety features, and is available on platforms like Hugging Face and Tinker, with partnerships for deployment and ...

SQLite should have (Rust-style) editions

SQLite is praised for its embedded use and self-contained design but faces challenges with ROWID reuse, flexible typing leading to data validation issues, and concurrency limitations. Solutions like strict tables, WAL mode, and an edition system for updated defaults are proposed to address these issues while maintaining compatibility.

G# – A modern .NET language with Go, Kotlin, and Swift ergonomics

https://davidobando.github.io/gsharp/img/gsharp-icon.png
G# is a modern .NET language that brings Go, Kotlin, and Swift ergonomics to the CLR.

Grok Build is open source

https://camo.githubusercontent.com/18491fb1cc6b8790b3f3b2d8cec5af377b6317da104e238e3b67777114ca9b71/68747470733a2f2f6d656469612e782e61692f76312f776562736974652f756e6976657273652d7475692d73637265656e73686f742d36663761303833372e706e67
Grok Build is SpaceXAI's terminal-based AI coding agent with a TUI for codebase interaction, file editing, shell commands, and task management, supporting macOS, Linux, and Windows. It uses Rust, offers CLI installation, and is Apache 2.0 licensed with third-party notices.

Bluesky Trademarks ATProto

https://atproto.com/-/blog/at-protocol-trademark/opengraph-image.png?2117347caea57ee0
Bluesky acquired the "ATPROTOCOL" trademark to protect the atproto community from legal threats, ensuring free use while defending against misuse. Licensing is optional for most, mandatory for branding, and future ownership may shift to an independent governance body.

An Interactive Map of AI

Every concept on Artifipedia, and every link between them. Drag a node, hover to trace its connections, click to read. Deep LearningLanguage & LLMsAI AgentsGenerative AIMachine LearningComputer VisionSafety & EthicsFoundationsTools & Ecosystemdrag · hover · click to open Free to use on any site. Paste this where you want it to appear — it stays current as the encyclopedia grows. ...

The Tokio/Rayon Trap and Why Async/Await Fails Concurrency

https://dev-to-uploads.s3.amazonaws.com/uploads/articles/kgd6qp4xhkmjmj721nq4.png
Async/await simplifies writing asynchronous code but hides concurrency complexity, causing operational issues like latency spikes and OOM crashes. Project Tina addresses this by enforcing deterministic, bounded thread-per-core concurrency with explicit state management and predictable scheduling.

Governments, companies, nonprofits should invest in free, open source AI [pdf]

The article reflects on the 1980s shift from proprietary to open-source software, crediting Richard Stallman's advocacy for free knowledge-sharing as foundational to tech progress. It warns that AI's increasing closure risks stifling innovation and transparency, urging open access to models and data to preserve scientific and societal advancement.

Stripe and Advent have made a joint offer to acquire PayPal – sources

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Guerrilla London Bus Ads Mock Kylie Jenner's Meta Glasses Campaign

https://storage.ghost.io/c/51/f8/51f871d8-b6be-4a73-b958-0ca4fff0110a/content/images/size/w160/2025/11/rhea-nayyar-d-blank-r-g-s-500.jpg
Meta and Kylie Jenner's camera glasses faced privacy backlash, with EHE's "They Live"-inspired ad critiquing real-world surveillance. Extended recording and misuse by some users highlight gaps in privacy laws.

High-Bandwidth Flash offers efficient storage for model weights

https://spectrum.ieee.org/media-library/schematic-of-high-bandwidth-flash-die-stacked-on-top-of-a-logic-die.jpg?id=67145585&width=1200&height=750
LLMs drive demand for high-bandwidth memory (HBM/DRAM), prompting new fabrication plans. High Bandwidth Flash (HBF), using stacked NAND, aims to offer cost-effective, read-optimized storage for AI inference, with Sandisk and SK Hynix advancing its standardization.

LLM Networking with MikroTik

The author uses LLMs to streamline MikroTik network setups, leveraging their efficiency while cautioning against errors, and shares tips like REST API use, CAPsMAN, and MAC-Telnet for smoother, version-controlled configurations. Networking's complexity is acknowledged, balancing LLMs' chaotic help with meticulous testing and documentation.

CatchCat – Pokémon Go for Cats, IRL

https://www.catchcat.lol/_next/image?url=%2Fapp-assets%2Flogin-cat-peek.png&w=384&q=75&dpl=dpl_GX59tgrzaY6UWsXrndaqyUNueF6r
CatchCat is a real-world cat-collecting game for Android/iOS where players use their camera to verify real cats, earning unique digital keepsakes with stats and tiers. Community sightings appear on a map for exploration, and competitive "Alley Clash" matches are upcoming, all with privacy-focused on-device detection and optional in-app purchases.

Open Source, Free Tier Capable Whispr Using Cloudflare AI

https://opengraph.githubassets.com/7db22cf16702678e0c8e24da2123e803a1166489a9e8617e99b75b61c9fa793f/PrestigePvP/Voicebox
Voice-to-text tool that captures speech, transcribes it via Whisper, and formats the output with an LLM. Press a hotkey, speak, release — formatted text lands in your clipboard and is auto-pasted into whatever you were typing in. Whisper transcribes, LLM formats, result is copied to clipboard and auto-pasted into the originating app cd worker pnpm install wrangler secret put VOICEBOX_TOKEN # ...

If you want to create a button from scratch, you must first create the universe

https://madcampos.dev/assets/build/apple-pie.C6GE_Xvg_1VaYfW.webp
Skip to post content The title is a tongue-in-cheek parody of a quote from Carl Sagan(External link). And it ties in very well with the thought exercise we are doing today. When we start learning about web accessibility the first thing we hear one of two things: But people never explain why this advice is given, and why we should not recreate things from scratch. I’m going to try to explain ...

Metal-Organic Frameworks, Chemistry's New Miracle Materials (2018)

https://chemistry.berkeley.edu/sites/default/files/styles/width_400/public/yaghi_photo_hanschen.png?itok=eoCLU7nD&timestamp=1537464681
Metal–organic frameworks (MOFs), ultra-porous materials with vast surface areas, excel at trapping gases, harvesting water from arid air, and delivering drugs. Pioneered by Omar Yaghi, they offer scalable, solar-powered solutions for water scarcity, carbon capture, and medicine, with over 20,000 variants now enabling diverse environmental and medical applications.

Job queues are deceptively tricky

The author explores job queues' scheduling complexities, comparing wholesale vs. incremental Git repo repacking strategies and concurrency limits. They emphasize system design principles like limits, fault models, and pessimistic assumptions to build resilient, predictable workflows.

Running Gemma 4 26B at 5 tokens/sec on a 13-year-old Xeon with no GPU

https://www.neomindlabs.com/images/we-taught-a-dead-server/gemma4-running.png
A 13-year-old HP server with Ivy Bridge Xeons runs Google's 26B-parameter Gemma 4 model at ~5 tokens/second via CPU-optimized code, overcoming AVX2 instruction set limitations with custom patches. The project highlights adapting modern AI to legacy hardware through engineering, not just subscriptions, enabling local inference on outdated systems.

Show HN: One More Letter

One More Letter is a daily word game where every round adds one letter and rearranges them into a new answer.

Command Line Interface Guidelines

https://clig.dev/CLIG-social-card.jpg
This open-source guide modernizes UNIX principles for CLI design, focusing on human-centric usability, composability, and clear documentation. It provides actionable best practices for intuitive interfaces, error handling, and output formatting to improve accessibility and efficiency.

Duskers, the scary command line game, is getting a sequel

https://substackcdn.com/image/fetch/$s_!WCka!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5671ee64-5699-42fa-a082-fdafa84bea18_1052x894.png
Misfits Attic announced *Duskers 2.0*, funded by Max McGuire’s Stray Signal, during PC Gamer’s event, expanding the survival game’s narrative with moral choices and deeper gameplay. EGG’s community-driven funding model, supporting indie developers like Tim through prototypes and partnerships, highlights a new era of collaborative game development.

Accelerating Block Low-Rank Foundation Model Inference on MemoryConstrained GPUs

Recent advances in transformer-based foundation models have made them the default choice for many tasks, but their rapidly growing size makes fitting a full model on a single GPU increasingly difficult and their computational cost prohibitive. Block low-rank (BLR) compression techniques address this challenge by learning compact representations of weight matrices. While traditional low-rank ...

Nul Characters in Strings in SQLite

SQLite permits NUL characters in strings but CLI tools truncate output at the first NUL, causing confusion. Use BLOB casting or SQL expressions to detect/remove embedded NULs.

Brainless: Shadcn components that look like Claude Code, Codex and Grok

https://brainless.swerdlow.dev/opengraph-image?234ed435f7768d62
Claude Code, Codex, and Grok interfaces as shadcn components.

Book prizes don't work how you think

https://substackcdn.com/image/fetch/$s_!dlI4!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a4f822-5202-45e6-9c34-b7f4b8b1fed2_1816x1211.jpeg
Rebecca Makkai reveals book prize judging relies on small, subjective panels with no hidden agendas, emphasizing randomness, personal taste, and the emotional weight of decisions. The process, shaped by limited reading time and chance, impacts authors' careers while defying myths about bias or secret criteria.

Mysteries of Telegram Data Centers (2022)

Voxatron

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Artie (YC S23) Is Hiring Software Engineers

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Artie Jobs

Collection of Digital Clock Designs

A collection of thoughtfully designed digital clocks.

Can LLMs Perform Deep Technical Comprehension of Computer Architecture Papers

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Can large language models perform deep technical comprehension of computer architecture papers -- not summarization, but structured critique that names the core mechanism, surfaces buried assumptions, and connects a contribution beyond its own scope? We study Gauntlet, an open-source pipeline that analyzes a paper through five independent expert-persona reviewers and an adversarial synthesis ...