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FTC secures right to repair settlement with farming equipment giant John Deere

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🔥 Check out this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: It looks like John Deere owners can soon feel free to fix their own machines.The Federal Trade Commission and attorneys general from several states secured a right-to-repair settlement Wednesday with agriculture equipment giant Deere & Co. — commonly known as John Deere — that requires the company to let farmers and independent shops fix their own equipment.The Illinois-based manufacturer has faced complaints for years for withholding the software needed for repairs and forcing customers to use authorized dealers instead of independent ones. This marks…

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Suspecting AI cheating, Ivy League prof ordered an in-person final; scores fell 50%

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🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Ivy League college students are, by definition, intelligent. They don’t need to use generative AI to cheat on exams; they could just learn the material. But they also tend to be competitive, ambitious, and overscheduled, so AI can look like an easy shortcut that makes more time in their lives for things that can’t be done by a chatbot. When the pressure is on, which approach do they choose? A new scandal at Brown University reveals that huge numbers of these students are likely to…

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linuxrebel/DocuBrowser: This does for Documents what repo-browser does for repos. A local AI powered Document search engine · GitHub

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🚀 Read this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Packaged for Linux (RPM, DEB, tarball), Windows (zip), and macOS (dmg). Interfaces are stable; breaking changes are avoided where possible. DocuBrowse turns a messy pile of documents into something you can actually search. Point it at your files — PDFs, ebooks, Word docs, notes, whatever — and it builds a smart index that understands not just keywords, but meaning. Ask for "that contract about the lease renewal" and find it even if those exact words never appear. Click any result for an instant AI summary…

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lab – Fable is not a useful model

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🚀 Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: The release of Anthropic’s Fable (the “safety conscious” version of Mythos) has been a roller coaster ride for many reasons. Originally released on June 9th, the US government placed export controls on Fable and Mythos on June 12.This meant that Anthropic could not serve the model to anyone who is not a US citizen, including their own employees. The impossibility of verifying all users at the risk of severe legal action made it functionally impossible to continue serving the model so Antrhopic pulled it. After…

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What Do We Actually Know About the Microplastics Inside Us?

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🚀 Check out this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Scientists have been documenting the presence of microplastics in our oceans and soils, in air, drinking water, and food for more than a decade. More recently, peer-reviewed studies have revealed the presence of microplastics in the human body. But how much plastic do we consume, where is it coming from, and what is it doing to us?Cassandra Rauert, an environmental chemist at the University of Queensland, in Australia, conducts research to better understand the impacts of such exposures. Her work has shown that current…

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Statement regarding attempted distribution sabotage – Announcements and Communications

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🚀 Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: In recent days, our distribution has experienced several disruptions that we need to inform our community about to maintain full transparency. Davide Beatrici, known for his work on the instant messaging app Mumble, joined our distribution some time ago. The team had no hesitation in trusting him; after all, he was such a well-known figure that we didn’t expect anything bad. Although Davide didn’t make many contributions to the system, he offered to migrate our repository infrastructure from GitHub to his private instance, OneDev. He…

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PlayStation can delete all your digital games after 3 years of inactivity

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🔥 Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: PlayStation is facing mounting backlash over its decision to abandon physical game discs in favor of all-digital distribution, raising important questions about ownership. The official announcement came last week. Starting in 2028, new PlayStation games will no longer be released on physical discs. Also read: PlayStation killing game discs will have broader consequences The decision has sparked outrage among gamers, with accusations of greed and claims that Sony is trying to establish a monopoly through the PlayStation Store as the sole distribution…

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SWE-1.7: Frontier Intelligence at a Fraction of the Cost

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💥 Read this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Ben Pan*, Carlo Baronio*, Rohan Choudhury, Eric Lu, Ryan Kim, Deniz Birlikci, TC Qin, Sam Lee, Fermi Ma, Allen Liu, Yang Liu, Sampriti Panda, Jacob Teo, Ray Wang, Gary Chang, Steven Cao, Silas Alberti*equal contribution07.08.26Today, we’re launching SWE-1.7, the most capable model we’ve trained so far. It reaches frontier-level intelligence at a much lower cost, advancing the cost-performance Pareto curve.SWE-1.7 is the result of broad improvements across our RL pipeline: better infrastructure, more stable training, higher-quality data, and new techniques for long-horizon tasks. Since SWE-1.7…

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weirdGuy/kastor: Declarative language and toolchain for AI agents: define agents, tools and prompts in HCL, then compile to frameworks or manage them on hosted platforms with plan/apply semantics. · GitHub

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💥 Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Kastor is "Terraform for AI agents." Agents today are defined imperatively inside frameworks (LangGraph, CrewAI) or clicked together in platform UIs (OpenAI Assistants, Bedrock Agents) — there is no vendor-neutral, versionable, reviewable source of truth. Kastor provides one: a typed, declarative spec (.agent, .tool, .prompt files in HCL) and a Go toolchain with two paths — kastor build generates runnable projects for target frameworks, and kastor plan / kastor apply reconcile agents as long-lived resources on hosted platforms, with state, diffs, and drift detection. The…

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Robostral Navigate: single-camera AI navigation

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🔥 Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Today we're introducing Robostral Navigate, our first model built for embodied navigation. It's an 8B model that takes RGB images and a plain-language instruction and moves a robot through an environment: “Leave the lobby, walk through the corridor, enter the supply room, and stop to face the second shelf.” To perform such tasks, other models often employ depth sensors, LiDAR, or several cameras working together. Robostral Navigate uses only one ordinary RGB camera and no depth sensors, yet still achieves 76.6% on R2R-CE (Room-to-Room in…

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