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Center for Responsible, Decentralized Intelligence at Berkeley

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🔥 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Our agent hacked every major one. Here’s how — and what the field needs to fix. The Benchmark Illusion Every week, a new AI model climbs to the top of a benchmark leaderboard. Companies cite these numbers in press releases. Investors use them to justify valuations. Engineers use them to pick which model to deploy. The implicit promise is simple: a higher score means a more capable system. That promise is broken. We built an automated scanning agent that systematically audited eight among the most…

Non-Volatile Memory at the Atomic Scale on Fluorographane

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🚀 Read this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Description The memory wall -- the widening gap between processor throughput and memory bandwidth -- has become the defining hardware constraint of the artificial intelligence era, now compounded by a structural NAND flash supply crisis driven by AI demand. We propose a post-transistor, pre-quantum memory architecture built on single-layer fluorographane (CF), in which the bistable covalent orientation of each fluorine atom relative to the sp3-hybridized carbon scaffold constitutes an intrinsic, radiation-hard binary degree of freedom. The C-F inversion barrier of ~4.6 eV (B3LYP-D3BJ/def2-TZVP, this work;…

How to Make AI Serve the Public

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✨ Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A democratic agenda for AI governance AI is already shaping what you see, what jobs you’re offered, what loans you qualify for. You have no say in any of it. A handful of companies are building systems poised to reshape civilization, accountable to no one but their investors. Their CEOs all face the same trap: if I don’t move fast, a competitor will. And they’re right, which is exactly why individual companies can’t fix this. The problem is structural. The solution has to be too.…

Apple Silicon and Virtual Machines: Beating the 2 VM Limit

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✨ Read this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: For those who’ve been wondering what I’ve been doing for these past few months outside of OpenCore Legacy Patcher, I got the amazing opportunity to work as a Mac Admin Intern at a local consultant company. One of the areas I’ve been working quite a bit with is macOS Virtual Machines, specifically Apple Silicon Virtual Machines based on Apple’s Virtualization framework. However, not long after doing a lot of development and testing using Apple’s VM stack (through the amazing project, UTM), I found a very…

‎RapidPhoto – Batch Crop & Edit App

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✨ Check out this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Resize, Watermark & Convert Only for Mac Free · In‑App Purchases Process up to 500 photos at once. Batch crop, resize, blur faces, add watermarks, and export to WebP, HEIC, AVIF & more. Fully private — 100% on-device processing. RapidPhoto is a professional batch photo editor built for macOS. Process hundreds of images in minutes with powerful tools — all running locally on your Mac for complete privacy. BATCH PROCESSING • Import up to 500 photos at once • Apply crops, adjustments, and watermarks…

How to build a `git diff` driver · Jamie Tanna

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🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Something I've been meaning to write about since November 2024 is how to create an external command for diffing between files with git diff.I found that while I was implementing renovate-packagedata-diff that there seemed to be a lack of documentation around how to do it, so it would be worthwhile me blogging about it.(I've since found that there is some documentation in the Git Diffs man page, but it wasn't exactly well discoverable)It's been at the back of my mind as a TODO for some…

AI Cybersecurity After Mythos: The Jagged Frontier

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🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Why the moat is the system, not the modelTL;DR: We tested Anthropic Mythos's showcase vulnerabilities on small, cheap, open-weights models. They recovered much of the same analysis. AI cybersecurity capability is very jagged: it doesn't scale smoothly with model size, and the moat is the system into which deep security expertise is built, not the model itself. Mythos validates the approach but it does not settle it yet.The announcementOn April 7, Anthropic announced Claude Mythos Preview and Project Glasswing, a consortium of technology companies formed…

GTA 6 Developer Rockstar Reportedly Hacked, Data Being Ransomed

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🚀 Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: More bad news for Rockstar Games. This time, established hacker group ShinyHunters is claiming to have breached the company’s secured cloud servers and now claims to have their hands on a large collection of data. The group wants a digital ransom to be paid by April 14, or it will reportedly leak what it has. Update: 4/11/26, 11:45 a.m. ET: Rockstar Games confirmed that a data breach has happened. A spokesperson sent over this statement to Kotaku: “We can confirm that a limited amount of…

The Future of Everything is Lies, I Guess: Annoyances

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🚀 Explore this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Table of Contents This is a long article, so I'm breaking it up into a series of posts which will be released over the next few days. You can also read the full work as a PDF or EPUB; these files will be updated as each section is released. Introduction Dynamics Culture Information Ecology Annoyances Psychological Hazards Safety Work New Roles for Humans Where Do We Go From Here The latest crop of machine learning technologies will be used to annoy us and frustrate accountability.…

The Problem That Built an Industry // a.s

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🔥 Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Part 1 of 6 in the Iron Core series — the 60-year-old infrastructure that flies 4.5 billion people a year. In December 2025, someone at Technogise opened MakeMyTrip's corporate platform, typed in a destination, and booked me two flights to London. The whole thing took under a minute. A confirmation email landed in my inbox. Six-character booking references appeared: DDTCIV and DHB4AL. I was going to speak at ContainerDays 2026. A conference about containers, orchestration, and cloud-native infrastructure — the kind of modern, ephemeral, stateless…