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Quantization from the ground up

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🚀 Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Qwen-3-Coder-Next is an 80 billion parameter model 159.4GB in size. That's roughly how much RAM you would need to run it, and that's before thinking about long context windows. This is not considered a big model. Rumors have it that frontier models have over 1 trillion parameters, which would require at least 2TB of RAM. The last time I saw that much RAM in one machine was never. But what if I told you we can make LLMs 4x smaller and 2x faster, enough to…

Meta and Google found liable in social media addiction trial

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🔥 Explore this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: During his first-ever appearance before a jury in February, Meta's chairman and chief executive, Mark Zuckerberg, relied on his company's longstanding policy of not allowing users under the age of 13 on any of its platforms.When presented with internal research and documents showing that Meta knew young children were in fact using its platforms, Zuckerberg said he "always wished" for faster progress to identify users under 13. He insisted the company had reached the "right place over time".While Google, as the owner of YouTube, was…

Jury says Meta knowingly harmed children for profit, awarding landmark verdict

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✨ Explore this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: A New Mexico jury determined Tuesday that Meta knowingly harmed children’s mental health and concealed what it knew about child sexual exploitation on its social media platforms, a verdict that signals a changing tide against tech companies and the government’s willingness to crack down.The landmark decision comes after a nearly seven-week trial, and as jurors in a federal court in California have been sequestered in deliberations for more than a week about whether Meta and YouTube should be liable in a similar case.New Mexico jurors…

Antimatter has been transported for the first time ever — in the back of CERN’s truck

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✨ Read this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Scientists successfully transported 92 antiprotons in a truck around CERN, Europe’s particle physics laboratory, using specialized bottles which prevent contact with matter.Credit: CERNAntimatter is matter’s equal and opposite. If the two meet, they annihilate each other, turning entirely into energy. This makes it incredibly difficult to store or move antimatter.On 24 March, a team at CERN, the European particle-physics laboratory near Geneva, Switzerland, transported 92 antiprotons in a specially designed bottle that traps the particles using magnetic fields. The bottle travelled on the back of…

How to Keep ICE Agents Out of Your Devices at Airports

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🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: With Immigration and Customs Enforcement agents deployed to more than a dozen airports across the U.S. and border device searches growing increasingly common, it’s more important than ever to consider your digital security before you travel. The risks are real. Customs and Border Protection agents have the authority to examine travelers’ devices. In June, for instance, federal agents denied a Norwegian tourist entry to the U.S. after looking through his phone. (Authorities claim they turned him away for admitted drug use; he says it was…

Ensu – Ente’s Local LLM app

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✨ Read this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: LLMs are too important to be left to big tech. There is a gap between frontier models and models that can run on your device, but local models improve each day, and once they cross a certain capability threshold, they will be good enough for most purposes; and will come with full privacy and control.Based on these assumptions, we've been working on Ensu, Ente's offline LLM app. Today is our first release.Download it here.In the rest of this post, we'll explain why we think the…

Open source isn’t a tip jar – it’s time to charge for access • The Register

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🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Opinion Time and again, I see people begging for companies with deep pockets to fund open source projects. I mean, after all, they've made billions from this code. You'd think they could support the code's creators and maintainers. It would be only fair, right? Screw fair. Screw asking for dimes. You can't live off one-off charity donations. Trust me, I've been on the boards of several small nonprofits. Dpending on what people put in a tip jar is no way to fund anything of value.…

Hypothesis, Antithesis, synthesis | Antithesis Blog

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🔥 Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: ← Blog Hello. I wrote Hypothesis. Then, back in November, I joined Antithesis, shortly followed by Liam DeVoe (another core Hypothesis maintainer). The inevitable result was synthesis, which is why today we’re introducing our new family of property-based testing libraries, Hegel.1 It's a philosophy joke. Hegel is an attempt to bring the quality of property-based testing found in Hypothesis to every language, and to make this seamlessly integrate with Antithesis to increase its bug-finding power. Today we’re releasing Hegel for Rust, but this is the first…

I tried to prove I’m not AI. My aunt wasn’t convinced

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🚀 Explore this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: In Netanyahu's case, it didn't help that his team used a fancy camera and filmed with a narrow depth of field, meaning a nice sharp foreground and soft blurry background – which is exactly how AI videos tend to look, Carrasco says. But by the time Netanyahu posted his coffee shop clip, our world was already saturated with fake content, raising suspicions that are hard to overcome under any circumstances. Netanyahu's fingers, hallucinated or otherwise, are just the latest wave in an AI flood that's…

Introducing Apple Business — a new all-in-one platform for businesses of all sizes

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🔥 Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: March 24, 2026 UPDATE Introducing Apple Business — a new all‑in‑one platform for businesses of all sizes Apple Business combines built-in mobile device management, business email and calendar services with custom domain support, and a powerful new option to reach local customers Apple today announced Apple Business, a new all-in-one platform that includes key services companies need to effortlessly manage devices, reach more customers, equip team members with essential apps and tools, and get support from experts to run and grow efficiently and securely. Apple Business features…