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German AI consortium releases Soofi S, an open 30B model that tops benchmarks in both English and German

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🚀 Discover this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Update from July 15, 2026: After launch, critics argued that Soofi S was heavily "overtrained" by the standards of the classic Chinchilla scaling laws. Google DeepMind published those laws in 2022, describing how to balance model size and training data for a fixed compute budget. The sweet spot they identified was roughly 20 tokens per parameter. Soofi S blows past that ratio. With about 27 trillion tokens and 30 billion parameters, it lands at several hundred to one. Factor in only the 3.2 billion parameters…

Ava DuVernay to produce Netflix’s 14th documentary about birthright citizenship | Ava DuVernay

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🚀 Explore this must-read post from Culture | The Guardian 📖 📂 **Category**: Ava DuVernay,Netflix,Documentary films,US news,Film,Culture,Trump administration 💡 **What You’ll Learn**: Ava DuVernay announced Thursday that she has produced a documentary for Netflix about the 14th Amendment, which gave freedom and rights to formerly enslaved people after the Civil War, and has come under legal attack from Donald Trump.Netflix said on Thursday that it will release the 14th installment later this year. The film will mark a return to nonfiction for DuVernay, the director of Selma and Origin, and a follow-up to DuVernay's 2016 film 13th, her examination of…

42% of adults rely on their parents for financial support—there are no ‘bad guys’ here, says financial therapist

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✨ Read this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A large portion of U.S. adults are making ends meet with help from their parents. Forty-two percent of Americans say they rely on the previous generation for financial support, according to Northwestern Mutual's 2026 Planning & Progress Study. That figure includes 72% of Gen Zers, more than half of millennials and one-third of Generation X. Whether Mom and Dad are funding a cell phone plan or a home down payment, this kind of intergenerational support can inspire powerful feelings, says Megan McCoy, a financial therapist…

‘A masterpiece in every way’: ‘The Odyssey’ gains almost universal acclaim as full reviews published | Odyssey

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🔥 Check out this insightful post from Culture | The Guardian 📖 📂 **Category**: The Odyssey,Christopher Nolan,Film,Culture,Matt Damon,Media ✅ **What You’ll Learn**: Christopher Nolan's $250 million IMAX blockbuster version of Homer's epic poem "The Odyssey" looks set to be among the best films of the director's career, and could be a front-runner for next year's Oscar for best picture.Peter Bradshaw of The Guardian was among the vast majority of critics who gave it five stars, describing it as a film "of exciting ambition, boldness, earnestness, generosity and flair. There are some broad moments of dialogue, yes, but even these are…

Launch HN: Traceforce (YC S26) – Company-wide security monitoring for AI apps

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🚀 Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Hey HN, we’re Xia and Varun, the founders of Traceforce (https://www.traceforce.ai/). Traceforce provides visibility and control over AI apps such as ChatGPT, Claude etc directly on all devices (laptops, sandboxes, virtual machines) by discovering not just which apps are being used but also how they are connected to other data sources via MCPs. We also have an open-source dynamic MCP pentesting tool https://github.com/traceforce/mcp-xray to detect vulnerable MCPs.The purpose of Traceforce is to:- Give a company’s employees a standardized way to ensure that AI software running…

Review of Grief is the Thing with Feathers by Max Porter – A Brave View of Bereavement | Audio books

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🚀 Check out this must-read post from Culture | The Guardian 📖 📂 **Category**: Audiobooks,Books,Culture,Fiction,Max Porter ✅ **What You’ll Learn**: toLess than a week after his wife's sudden death, a grieving man opens his door to a giant crow that scoops him into his suite and says, "I'm not leaving until you don't need me anymore." The man is still in shock, facing the prospect of raising his two young sons alone. Altaïr, wandering around the family's apartment at night, notices a house in "deep mourning, every surface of a dead mother, every crayon, jar, coat, well covered with a…

Guide to data tools landscape for developers · OlegWock

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🚀 Discover this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Some time ago, I joined Deepnote as a software engineer. Deepnote makes a cloud notebook for data teams. I, however, didn't have any background in data. But I knew what a notebook was and I thought it would be interesting to work on this kind of project. I didn't think the data field was that far from software engineering, I always thought of them as adjacent fields. Soon after joining I realized that I didn't know a thing about it! There are so many data…

The F Ward review – Anna Friel’s medical drama Never Quite Clean | Australian TV

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🔥 Explore this awesome post from Culture | The Guardian 📖 📂 **Category**: Australian television,Stan,Television,Culture,Drama,Television & radio ✅ **What You’ll Learn**: AAmong The Pitt's many virtues is the way it illustrates the power of hospitals as dramatic settings: inherently interesting pressure-cooker environments, which bring together people from all walks of life, in varying states of distress. It's a great series, and it has resonated so strongly with audiences that every new drama set in a hospital for the foreseeable future will be judged by it.That's not good news for shows like Stan's six-part series The F Ward, which by comparison…

Generative AI Is an Engineering Disaster

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💥 Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Editor’s note: This work is part of AI Watchdog, The Atlantic’s ongoing investigation into the generative-AI industry.As they scramble to keep their systems online, AI companies are making things expensive for the rest of us. Large language models such as ChatGPT and Claude are so resource-hungry that tech companies may be purchasing 70 percent of the world’s supply of high-end computer memory, causing a shortage. As a result, the prices of computer memory and storage are skyrocketing: Hard drives that I bought for my reporting…

Dinshatech attack! Review – It’s Time to Get on Board the Kickflipping Trains | games

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🚀 Explore this awesome post from Culture | The Guardian 📖 📂 **Category**: Games,PC,PlayStation 5,Xbox series S/X,Nintendo Switch 2 ✅ **What You’ll Learn**: eEvery now and then a game comes along with a premise so outrageous that you stop in your tracks to take it all in. Denshattack!, a game about kicking trains through a dystopian future in Japan, is an example of this feeling. The film is set in a post-climate catastrophe world, where people take refuge in corporate-owned domed cities to live out their days in air-conditioned comfort. Except for a handful of outcasts, the rest of the…