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AI adoption in US adds ~900,000 tons of CO₂ annually, study finds

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🔥 Discover this must-read post from Hacker News 📖 📂 Category: 📌 Here’s what you’ll learn: AI adoption in the US adds ~900,000 tons of CO₂ annually, equal to 0.02% of national emissions. Credit: IOP Publishing A new study published in Environmental Research Letters finds that continued growth in artificial intelligence (AI) use across the United States could add approximately 900,000 tons of CO₂ annually. This is not a small amount but equates to a relatively minor increase when viewed in the context of nationwide emissions. While AI adoption is expected to boost productivity and economic output, researchers note that…

Full Stack Engineer at Hazel

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🚀 Check out this trending post from Hacker News 📖 📂 Category: 📌 Main takeaway: Note: These roles are exclusively available to U.S. citizens who can obtain and maintain a U.S. government-issued Top Secret security clearance. There are no exceptions. Who We Are: Our mission at Hazel is simple and powerful. We use AI to help U.S. government purchasing teams buy at the speed of need with unparalleled efficiency and cost-effectiveness. It is a $2.7T problem every single year, and Hazel is at the forefront with State, Local, and EDucation (SLED) and federal government agencies. Government procurement has moved at…

Zig / C++ Interop · Tuple

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🔥 Discover this insightful post from Hacker News 📖 📂 Category: ✅ Here’s what you’ll learn: Note: this blog post is cross-posted from my personal blog I’ve been writing Zig and C++ that have to talk to each other. I want both languages to be able to store data types from the other in their own structs/classes. const c = @cImport(💬); const MyZigType = struct Tell us your thoughts in comments!; #include class MyCppType ⚡; Keep in mind, I don’t want to just define all my Zig types as extern types. I want to use existing types from the standard…

Why Effort Scales Superlinearly with the Perceived Quality of Creative Work

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🔥 Explore this trending post from Hacker News 📖 📂 Category: 📌 Key idea: November 2, 2025 · 1 min read · Send your thoughts via twitter or mail. Abstract claim: The act of creation is fractal exploration–exploitation under optimal feedback control. When resolution increases the portion of parameter space that doesn't make the artifact worse (acceptance volume) collapses. Verification latency and rate–distortion combine into a precision tax that scales superlinearly with perceived quality. When I make something good, I often spend most of my time making thousands of high-precision edits on an artifact that I thought should have been…

xsser01/phantomcollect: Advanced stealth web data collection framework for security

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💥 Explore this awesome post from Hacker News 📖 📂 Category: 💡 Here’s what you’ll learn: Advanced Stealth Web Data Collection Framework 📍 Precise GPS Location Tracking 🌐 Public IP & Geo-Location Detection 💻 Complete Device Fingerprinting 📡 Network & Connection Information 🔋 Battery Status & Power Management 🛡️ Stealth Data Collection 💾 Multiple Storage Backends (SQLite, JSON) 📊 Real-time Terminal Display pip install phantomcollect Basic Usage ```bash phantomcollect From AUR (Arch Linux): Access the Interface 🔧 Advanced Usage Make it Public (Ngrok) phantomcollect & ngrok http 8080 Custom Port phantomcollect --port 8081 📁 Data Collected Data Type Details Location…

Using Generative AI in Content Production – Netflix

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💥 Read this trending post from Hacker News 📖 📂 Category: 💡 Key idea: Skip to Translations Introduction Generative AI tools (GenAI) that allow users to rapidly generate new and creatively unique media (video, sound, text, and image) are increasingly being used across creative workflows in Content Production. At Netflix, we see these tools as valuable creative aids when used transparently and responsibly. This guidance helps filmmakers, production partners, and vendors understand when and how to use GenAI tools in production. It also offers a practical tool for assessing and enabling confident GenAI use when producing content for Netflix. To…

Spatial Intelligence is AI’s Next Frontier

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🔥 Explore this trending post from Hacker News 📖 📂 Category: 💡 Main takeaway: In 1950, when computing was little more than automated arithmetic and simple logic, Alan Turing asked a question that still reverberates today: can machines think? It took remarkable imagination to see what he saw: that intelligence might someday be built rather than born. That insight later launched a relentless scientific quest called Artificial Intelligence (AI). Twenty-five years into my own career in AI, I still find myself inspired by Turing’s vision. But how close are we? The answer isn’t simple.Today, leading AI technology such as large…

Zeroing In on Zero-Point Motion Inside a Crystal

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✨ Read this trending post from Hacker News 📖 📂 Category: 📌 Key idea: November 5, 2025&bullet; Physics 18, 178A nanocrystal cooled to near absolute zero produces an unexpected light emission, which is shown to arise from quantum fluctuations in the crystal’s atomic lattice. Media Whale Stock/stock.adobe.com The atoms inside a crystal never stop moving, even when the object’s temperature approaches absolute zero. This quantum effect is called zero-point motion. Media Whale Stock/stock.adobe.com The atoms inside a crystal never stop moving, even when the object’s temperature approaches absolute zero. This quantum effect is called zero-point motion.× Zero-point motion is an…

Hiring a developer as a small indie studio (in 2025)

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✨ Explore this insightful post from Hacker News 📖 📂 Category: 💡 Here’s what you’ll learn: By Victor Hurdugaci on Nov 10, 2025When I was at Electronic Arts or Microsoft, hiring was a multi-tier, bureaucratic process. There was a dedicated chain for budget approval, posting approval, initial filtering, screening, and offer negotiation. As a hiring manager, I only showed up for the final interview. Even at PlayerWON, which was only about 100 people, a lot of that workload was still handed off.But back then, I was dealing with maybe a dozen applicants max. Hiring in 2025 is extremely challenging compared…

Linux in a Pixel Shader

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🔥 Read this must-read post from Hacker News 📖 📂 Category: 📌 Key idea: 25 August 2021, by _pi_ views for comments see Hacker News, r/programming or r/vrchat Sometimes you get hit with ideas for side-projects that sound absolutely plausible in your head. The idea grips you, your mind’s eye can practically visualize it already. And then reality strikes, and you realize how utterly insane this would be, and just how much work would need to go into it. Usually these ideas appear, I enjoy dissecting them for a few days, and then I move on. But sometimes. Sometimes I decide…