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Astro 7.0 | Astro

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🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: <span>Hellospan>🔥<span>Worldspan> Moving to Rust allowed us to ship native binaries for supported platforms, with a WASM fallback for environments that need it. This pattern is now standard in the JavaScript tooling world, used by projects such as Rolldown and Lightning CSS. Under the hood, the new compiler is built on oxc for parsing and Lightning CSS for CSS scoping. In isolation, the Rust compiler showed a roughly 6% improvement in build times on https://docs.astro.build. That’s because .astro compilation is rarely the bottleneck; Markdown processing and…

Reducing Doom Loops with Final Token Preference Optimization — Blog — Liquid AI

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🔥 Explore this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: A doom loop is a common failure mode during inference: the model emits a span (often something like “Wait, let me reconsider…”), then repeats the same span again and again, until the context window is exhausted. Small reasoning models are more prone to this behavior, especially on long thinking traces and hard problems [1].The commonly applied inference-time fix is to apply repetition_penalty to reweight the output distribution. However, this is a band-aid solution and can degrade performance. Reinforcement learning can target repetitive looping, but it…

You Can Buy a House From the Government for $3,000 – GovAuctions Research

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🚀 Discover this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: ← Research & DataU.S. government real estate · 2,074 homes listed right nowThe U.S. government ends up owning thousands of homes when federally-backed mortgages default, and it quietly resells them - sometimes for less than a used car. Right now 335 of them are listed under $100,000 across 38 states, 77 under $50,000, 15 under $25,000. Here they are on the map.U.S. government homes under $100,000, mapped334 homes owned by HUD, Fannie Mae, and Freddie Mac, across 38 states. Pick your state to zoom in;…

Microsoft Fire idTech Team at id Software – GameFromScratch.com

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🔥 Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: id Software are without a doubt one of the most important game developers in the first person genre history. The technology empowering their games, idTech powers a shocking number of games and even game engines ( we ranked it 4th in our Most Important Game Engines of all Time ranking). This era might be coming to a close as it’s being reported that most, if not all, developers working on idTech at id Software have been fired. This comes as part of the MASSIVE layoffs…

Salt batteries are about to shake up EVs and grid storage

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🚀 Explore this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: CATL’s sodium-ion battery on display at a trade showVCG/VCG via Getty Images On 5 February, a black sedan was speeding down an icy track in northern China at 95 kilometres per hour when its tyre burst, releasing a puff of white into the -32°C air. The car coasted to a stop without spinning into the snow. This was meant to demonstrate that even the harshest conditions were no barrier to the auto-maker Changan’s new line of electric vehicles, which includes the first mass-produced EV with…

Mark Zuckerberg’s biggest legal nightmare yet could cost Meta $1.4 trillion

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💥 Discover this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Sign up to our free weekly IndyTech newsletter delivered straight to your inboxSign up to our free IndyTech newsletterSign up to our free IndyTech newsletterMeta Platforms could face an unprecedented $1.4 trillion in penalties after four states accused the tech giant of deliberately designing Facebook and Instagram to addict young users while misleading the public about the platforms' safety.The eye-watering figure was disclosed by Meta itself in a recent court filing responding to attorneys general's proposed penalty calculations. The total is close to the company's…

Eerste internationale wetenschappers via het Tulp Fonds naar Nederland

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💥 Explore this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Met een wereldwijde race om kennis en innovatie, is onderzoekstalent keihard nodig. Want juist wetenschappers bieden de broodnodige kennis en oplossingen die onze samenleving vooruithelpen. Tegelijkertijd staat de vrijheid van wetenschap op meerdere plekken in de wereld onder druk. Het ministerie van OCW vroeg NWO daarom een nieuw fonds op te zetten voor topwetenschappers en -talenten die in Nederland willen werken en stelde 25 miljoen euro beschikbaar. NWO heeft dat bedrag verdubbeld, zodat in totaal 50 miljoen euro beschikbaar was. Voordrachten konden worden ingediend door…

A global workspace in language models \ Anthropic

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💥 Check out this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: As you read this sentence, circuits in your brain are adjusting your posture, controlling your breathing, and transforming lines and curves on the screen into recognizable words. Most of this processing is invisible to you. But some of what takes place in your brain you do have access to—an image that pops into your head, or a deliberate plan you make about where to go shopping. Neuroscientists and philosophers sometimes refer to the latter type of brain activity as “consciously accessible,” to distinguish it…

How we taught a small LLM to throw away 68% of our RAG context – kapa.ai

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🚀 Read this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Kapa builds AI assistants that answer complex questions over large product knowledge bases. Think technical documentation, API references, PDFs, forums, support threads. Developers use our retrieval API to give their agents context about their product, and the same retrieval layer powers our end-to-end assistants.For all the debate in 2026 about whether agents still need RAG, in our domain nothing comes close when knowledge bases get large and complex. Our retrieval comes in several forms, some agentic, some single-pass, but they all share the same shape:…

The Art of Computer Programming

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✨ Check out this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The Art of Computer Programming by Donald E. Knuth. Click here to sign up for The Art of Computer Programming Newsletter, which features updates on new editions and promotions. (photo of TAOCP, 1968–2015, by Héctor García-Molina) At the end of 1999, these books were named among the best twelve physical-science monographs of the century by American Scientist, along with: Dirac on quantum mechanics, Einstein on relativity, Mandelbrot on fractals, Pauling on the chemical bond, Russell and Whitehead on foundations of mathematics, von Neumann and…