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How AI assistance impacts the formation of coding skills \ Anthropic

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💥 Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Research shows AI helps people do parts of their job faster. In an observational study of Claude.ai data, we found AI can speed up some tasks by 80%. But does this increased productivity come with trade-offs? Other research shows that when people use AI assistance, they become less engaged with their work and reduce the effort they put into doing it—in other words, they offload their thinking to AI.It’s unclear whether this cognitive offloading can prevent people from growing their skills on the job, or—in…

Playstation 2 Recompilation Project Is Absolutely Incredible – RedGamingTech

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✨ Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The PlayStation 2’s library is easily among the best of any console ever released, and even if you were to narrow down the list of games to the very best, you’d be left with dozens (more like hundreds) of incredible titles. But the PS2 hardware is getting a bit long in the tooth, and even though you can hook up the console using RGB component cables to a great upscaler (or use other means) to get the best visuals on a modern 4k TV, emulators…

Stargaze: SpaceX’s Space Situational Awareness System

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🚀 Explore this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Stargaze already has a proven track record in its utility for space safety. In late 2025, a Starlink satellite encountered a conjunction with a third-party satellite that was performing maneuvers, but whose operator was not sharing ephemeris. Until five hours before the conjunction, the close approach was anticipated to be ~9,000 meters—considered a safe miss-distance with zero probability of collision. With just five hours to go, the third-party satellite performed a maneuver which changed its trajectory and collapsed the anticipated miss distance to just ~60 meters. Stargaze quickly detected this maneuver and published an updated trajectory to the screening platform, generating new CDMs which were immediately distributed to relevant satellites. Ultimately, the Starlink satellite was able…

The Dank Case For Scrolling Window Managers

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🔥 Check out this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: I was a pretty early adopter of perhaps the best GNOME extension, PaperWM, which displays your windows as sliding frames that move fluidly with the press of a keystroke.When everyone was going nuts over tiling windows, I was quietly calling this scrolling style the real innovation in windowed computing. (For the uninitiated: Think of it kind of like swiping between virtual desktops on Windows or MacOS, except you can do it on every single window, slideshow-style.) It was the best of both worlds—easy to…

Backseat Software – Mike Swanson’s Blog

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🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: What if your car worked like so many apps? You’re driving somewhere important…maybe running a little bit late. A few minutes into the drive, your car pulls over to the side of the road and asks: “How are you enjoying your drive so far?” Annoyed by the interruption, and even more behind schedule, you dismiss the prompt and merge back into traffic. A minute later it does it again. “Did you know I have a new feature? Tap here to learn more.” It blocks your…

Vectors | The Hallucination Defense

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✨ Discover this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: “The AI hallucinated. I never asked it to do that.” That’s the defense. And here’s the problem: it’s often hard to refute with confidence. A financial analyst uses an AI agent to “summarize quarterly reports.” Three months later, forensics discovers the M&A target list in a competitor’s inbox. The agent accessed the files. The agent sent the email. But the prompt history? Deleted. The original instruction? The analyst’s word against the logs. Without a durable cryptographic proof binding the human to a scoped delegation, “the…

Cutting Up Curved Things – Cam Pedersen

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🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Your GPU doesn't know what a cylinder is. It knows triangles! That's it. Three points, maybe a color. The entire vocabulary of graphics hardware fits on an index card. 12 triangles. That's all a cube is. So before any curved surface can be rendered, someone has to chop it into triangles. Lots of them! Arranged just right so the illusion holds. That's tessellation. Triangles all the way down A triangle mesh is just two arrays: vertices: [x₀, y₀, z₀, x₁, y₁, z₁, x₂, y₂, z₂,…

Software is Mostly All You Need

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🚀 Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: January 8, 2026 Neural Networks at Buildtime, Software at Runtime Over the last 6 months and the last 6 weeks in particular, AI coding agents have shown to be incredibly capable at writing software. Tasks that traditionally required weeks of human labor can now be done in days if not hours. Even more incredibly, software systems that are designed from the start to harness AI coding agents exhibit many of the characteristics of the neural nets that were integral to their creation in the first…

Grid.Space for Education – STEM Learning Tools

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🔥 Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: 🎓 Zero Barriers to Entry No software installations, no licenses to purchase, no accounts to manage. Students simply open a browser and start creating. 🔒 Privacy Protected All student work stays on their device. No data collection, no cloud uploads, no privacy concerns. COPPA and FERPA friendly. 💰 Always Free No per-seat licensing, no subscription fees, no "educational discounts" that expire. Free forever for everyone. 🌐 Works Everywhere Chromebooks, tablets, old computers, new computers. Windows, Mac, Linux. If it runs a modern browser, it runs…

The Wi-Fi only works when it’s raining

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🔥 Check out this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Happy April 1st! This post is part of April Cools Club: an April 1st effort to publish genuine essays on unexpected topics. Please enjoy this true story, and rest assured that the tech content will be back soon! That's what my dad said when I asked what was wrong with our home internet connection. "The Wi-Fi only works when it's raining."