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Granite 4.1: IBM’s 8B Model Is Competing With Models Four Times Its Size

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🔥 Check out this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: - Advertisement - IBM just released Granite 4.1, a family of open source language models built specifically for enterprise use. Three sizes, Apache 2.0 licensed and trained on 15 trillion tokens with a level of pipeline obsession that’s worth understanding. But there’s one result in the benchmarks I keep coming back to. The 8B model. Dense architecture, no MoE tricks, no extended reasoning chains. It matches or beats Granite 4.0-H-Small across basically every benchmark they ran. That older model has 32B parameters with 9B…

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The Zig project’s rationale for their firm anti-AI contribution policy

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🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Zig has one of the most stringent anti-LLM policies of any major open source project: No LLMs for issues. No LLMs for pull requests. No LLMs for comments on the bug tracker, including translation. English is encouraged, but not required. You are welcome to post in your native language and rely on others to have their own translation tools of choice to interpret your words. The most prominent project written in Zig may be the Bun JavaScript runtime, which was acquired by Anthropic in December…

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Functional Programmers need to take a look at Zig.

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✨ Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: I’ve been tinkering around with Zig to explore what’s possible with comptime. Whenever I evaluate a new language I use three axes: How well can I express my ideas in this language. Or in other words, how easy is it for me to express the domain of the program. This is a test on how much noise is applied to the ideas I want to express in the program. Noise is anything that must be written for the program to function that is not relevant…

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Monad tutorials timeline – HaskellWiki

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🚀 Check out this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: This is a comprehensive timeline of monad tutorials and related articles. Please update this list as it becomes outdated! If you find a tutorial, article, post, comment, or message that stands on its own as an explanation of monads, then please take a moment to paste the link somewhere on this page (register a throwaway account, if you prefer). The date, author, and blurb can be added later. This will greatly help others who are using this list as a resource for learning about…

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Shtetl-Optimized » Blog Archive » Will you heed my warnings NOW?

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🚀 Check out this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Holy crap … yesterday I was elected to the US National Academy of Sciences! If you don’t believe me, click the link and keep scrolling down until you hit the name “Aaronson.” But then continue scrolling to see 144 other inductees, including my IAS postdoctoral classmate Maria Chudnovsky, my longtime friend and colleague Salil Vadhan, and even Janet Yellen. I’m humbled to be in such company. Years ago, somewhere on this blog, I mused that, if I were ever invited to join NAS, I…

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Copy Fail: 732 Bytes to Root on Every Major Linux Distribution.

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🔥 Explore this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Copy Fail: 732 Bytes to Root on Every Major Linux Distribution.Xint Code Research TeamCopy Fail (CVE-2026-31431) is a logic bug in the Linux kernel's authencesn cryptographic template. It lets an unprivileged local user trigger a deterministic, controlled 4-byte write into the page cache of any readable file on the system. A single 732-byte Python script can edit a setuid binary and obtain root on essentially all Linux distributions shipped since 2017.The kernel never marks the corrupted page dirty for writeback, so the file on disk…

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cauchy221/Alignment-Whack-a-Mole-Code: The official code repo of Alignment Whack-a-Mole: Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models · GitHub

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🚀 Check out this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: The paper is now on arxiv and check out our demo! This repository contains the data preprocessing pipeline, finetuning scripts, memorization evaluation code, and analysis scripts for our paper. We provide partial example files in data/ containing a small subset of excerpts and generations from The Road by Cormac McCarthy. Full book content and model generations are not included because the books are copyrighted and the generations contain large portions of verbatim text. We use uv for dependency management. Install uv if you haven't…

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Biology is a Burrito

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🔥 Read this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: A bacterium's genome, pulled into a straight thread, is nearly 1,000 times longer than the cell from which it came. If you placed one E. coli into a gallon-sized jug with some nutrients and waited a few hours, the genomes of its descendants, placed end-to-end, would reach to the moon and back...several times.1 One rarely pauses to ponder how so much DNA — let alone sugars, proteins, lipids, and other molecules — can fit inside such a small vessel. A typical E. coli cell, after…

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Joby Kicks Off NYC Electric Air Taxi Demos With Historic JFK Flight

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💥 Check out this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: New Yorkers this week are getting a glimpse of the future of aviation, as electric air taxis soar across the city’s network of airports and heliports for the first time. After conducting a handful of test flights over the weekend, a Joby Aviation production prototype eVTOL (electric vertical takeoff and landing) aircraft lifted off Monday from John F. Kennedy International (KJFK), marking the first time an electric air taxi has departed one of New York City’s three major airports. It touched down at the…

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Claude Status – claude.ai and API unavailable

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🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Subscribe to updates for claude.ai and API unavailable via email and/or text message. You'll receive email notifications when incidents are updated, and text message notifications whenever Claude creates or resolves an incident. VIA SMS: Afghanistan (+93) Albania (+355) Algeria (+213) American Samoa (+1) Andorra (+376) Angola (+244) Anguilla (+1) Antigua and Barbuda (+1) Argentina (+54) Armenia (+374) Aruba (+297) Australia/Cocos/Christmas Island (+61) Austria (+43) Azerbaijan (+994) Bahamas (+1) Bahrain (+973) Bangladesh (+880) Barbados (+1) Belarus (+375) Belgium (+32) Belize (+501) Benin (+229) Bermuda (+1) Bolivia…

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