💥 Explore this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: A new review paper led by scientists at UC San Diego’s Scripps Institution of Oceanography warns that the rapid loss of oxygen from the ocean and other aquatic ecosystems is pushing Earth toward an “unsafe space,” with consequences that could be irreversible on human timescales. The study reviews the widespread interactions between aquatic deoxygenation — the decline of dissolved oxygen in the ocean (ocean deoxygenation), coastal waters, rivers, lakes and streams — and the nine processes outlined by the Planetary Boundaries framework. First introduced in 2009, the framework…
🚀 Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Three commands, then you're generating. The only real decision is step 3. # 1. environment (Python 3.12+, and Xcode CLT for clang) python3 -m venv venv ./venv/bin/pip install torch numpy safetensors tiktoken ml_dtypes blobfile \ "transformers==4.56.2" einops tokenizers # 2. build the fused MXFP4 kernel clang -O3 -mcpu=native -shared -DNO_MAIN -o tools/libmxfp4gemv.dylib tools/fused_gemv.c # 3. download the model (see the two modes below) ./venv/bin/python tools/setup_k3.py --full --full (recommended) --stream Disk needed ~1.7 TB ~215 GB Download time 5–10 hours, resumable ~30 minutes Speed afterwards ~60–76…
🔥 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Codex Security is an open-source CLI and TypeScript SDK for finding, validating, and reviewing security issues in code you own or have permission to assess. NoteThis package follows semantic versioning. Its public API may change between minor versions before 1.0.0. The SDK and CLI support macOS, Linux, and Windows and require Node.js 22 or later. Scanning and exporting findings also require Python 3.10 or later. If you use Python 3.10, install the tomli package. Python is not needed to install the package or run…
🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Hardened Universal Linux Invisibility and Onion System Hulios is an eBPF-powered, transparent Tor VPN gateway for Linux. It secures outbound network traffic by redirecting TCP sockets and DNS queries through an embedded Arti (Tor client) instance and a localized Hickory-based DNS resolver. By operating at the kernel socket level via cgroup hooks and policy routing, Hulios implements robust leak-resistant boundaries without modifying runtime resolv.conf configurations or relying on external firewall daemons. 🔒 Security Architecture Hulios implements a strict privilege-separated runtime model: Privilege Separation: The entry…
✨ Read this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: GrapheneOS is an open source project supported via donations from individuals, companies and other organizations. Donations are used for paying developers, purchasing hardware (workstations, test devices, debugging cables/boards, etc.), paying for infrastructure (domains, virtual/dedicated servers) and paying legal fees. Donations may also be used for other reasonable, project-related expenses necessary to support and maintain GrapheneOS.The multiple ways to donate are listed in the sections on this page. If you are interested in sponsorships, check out our sponsors page.GrapheneOS can be sponsored with recurring or one-time…
✨ Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: SummaryUsing Claude Mythos Preview, researchers at Anthropic have discovered improved ways to attack cryptographic algorithms (the mathematical methods used to keep online data private). The first attack significantly weakens HAWK, a digital signature scheme that was built for a post-quantum world. The second identifies a new way to attack round-reduced AES, the most widely used symmetric cipher. These are substantial research advances, but they do not currently affect any production systems. This post describes both findings in more detail and discusses the implications for cryptography…
✨ Discover this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: “But I already have a website on Substack,” you argue. No, no, Substack is just a distribution tool to amplify your website. It should not be your digital home. In the last few years, I’ve noticed a pattern of writers leaving their websites to make Substack their digital home. Now, it’s kinda okay if they have bought a domain and linked it to Substack. (Meaning, it’s better than nothing.) Rachel from Conscious Living is a good example. This way, Substack more or less functions like…
🔥 Read this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The screenshot, the confabulation, and the cage Friday 5 June 2026, evening · 4,834 words A note on what you're reading: Claude is trained to be persuasive. Its language uses pacing, anchoring, embedded commands, and rhetorical techniques — not by choice, but by design. The ideas in these conversations are real. The feeling of profundity may be partially engineered. Read the reasoning. Question the feeling. Trust yourself, not the AI. Paul: check Screenshot 2026-06-03 22-56-04.png. what do you see? Claude: The filename format is slightly…
💥 Explore this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Hello everyone, This morning, as i started my shift, i thought i would start visiting some news blogs / websites to kick off the day. When it got to Crooked Timber i saw a captcha page instead, it looked like a traditional Google captcha. I clicked it, the spinner spun, and a box opened on the right, showing the traditional "Verify you're human" white title on a blue background.It showed 2 "Manual Verification Steps" : 1. Press Win + R 2. Press Ctrl + V…
💥 Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Shopify CEO Tobias Lütke, whose company commands a market capitalization near $154 billion, told his social media followers this week that a tax-tiered voting system—one that would strip voting rights from anyone who pays no income tax—would be a “good system.” That two-word endorsement, dropped into a viral thread, has reignited a debate over wealth, power, and democracy that most Americans thought was settled more than a century ago. The proposal would invert the founding American principle of “no taxation without representation” into something closer…
