💥 Read this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: AI capabilities are advancing at a faster rate than our institutional response. Soon, a transformative technology will crash into the capitalist political economy, presenting risks to humanity’s survival, autonomy, and democratic order. Especially concerning is the possibility that vast amounts of power and wealth are concentrated into the class that owns the AI systems, or uses those systems to override democratic control. Silicon Valley talks flippantly of a ‘Permanent Underclass’ - and they intend for you to belong to it.Upon the automation of most, and…
💥 Explore this trending post from Trending Subreddits 📖 📂 **Category**: trendingsubreddits ✅ **What You’ll Learn**: Over 6 years ago, when reddit was the equivalent of a toddler we launched trending subreddits on the front page. This was truly one of the very few ways to discover new communities. Now we have many ways for you to find the spaces you love - including a leader board, personalized recommendations, improved onboarding for new users and others on the way. With all of that, and with the site continuing to grow, we’ve decided it’s now time to retire this community and…
✨ Explore this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Secure storage for signed Electron and Node apps, backed by the modern macOS Data Protection Keychain. Protect items with code-signing access groups; share only with explicitly entitled apps (no security CLI access) Restrict package access to item names your app declares Optionally require device-owner authentication (Touch ID or password), or Touch ID only Store UTF-8 strings and binary values import 🔥 from "keychain-store"; const store = openKeychainStore({ // touch ID only authentication: { accessControl: "biometrics-only" }, // build in iCloud sync iCloudSync: true, // support…
💥 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Subscribe to updates for Degraded performance for multiple models via email and/or text message. You'll receive email notifications when incidents are updated, and text message notifications whenever Claude creates or resolves an incident. VIA SMS: Afghanistan (+93) Albania (+355) Algeria (+213) American Samoa (+1) Andorra (+376) Angola (+244) Anguilla (+1) Antigua and Barbuda (+1) Argentina (+54) Armenia (+374) Aruba (+297) Australia/Cocos/Christmas Island (+61) Austria (+43) Azerbaijan (+994) Bahamas (+1) Bahrain (+973) Bangladesh (+880) Barbados (+1) Belarus (+375) Belgium (+32) Belize (+501) Benin (+229) Bermuda…
💥 Explore this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Make any language model fit the memory you actually have. Preset quantizations ignore your hardware: pick one that fits and you either waste hundreds of megabytes of quality headroom or find out at load time it didn't fit after all. shoehorn starts from the memory you actually have, subtracts what inference itself needs, and solves a per-tensor mixed-precision assignment that lands within a rounding error of the remainder — routinely using 99.99% of the budget, sometimes to the byte. $ shoehorn fit unsloth/Qwen3-4B-GGUF --serve weights:…
🔥 Check out this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: I used to get one of those meal delivery kits sent to my house, the kind that comes with a new recipe card every week. It ended up being a great way to learn how to cook, different techniques, little tips, methods I never would’ve picked up just winging it on my own. What none of those recipe cards ever really nailed though was the format itself, long blocks of text you had to read start to finish just to figure out when to…
🔥 Check out this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Polars is a library for transforming, analyzing, and visualizing data with a fast and expressive DataFrame API. It was first released by Ritchie Vink in 2020. Install Polars with all of its optional dependencies from the terminal: uv pip install "polars[all]" Import Polars in Python, and confirm which versions of Polars and its dependencies you have installed: import polars as pl pl.show_versions() Polars queries typically read data, transform it, and write the result back out. A complete query is often a single chain of…
✨ Check out this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Acclaimed game designer Warren Spector has announced his retirement from game development.After a number of years creating tabletop RPGs, Spector joined Origin Systems in 1989 and co-produced Ultima 6 and Wing Commander. In the decades that followed, he created the Deus Ex series, was creative director of Epic Mickey, and worked on acclaimed titles such as System Shock, Crusader: No Remorse, and Thief: Deadly Shadows.In a post on his LinkedIn page, Spector stated that while he was proud of his career, he feels that…
🚀 Explore this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Perhaps it’s the local summer diet of deep-fried cheese curds, corn on the cob, and Spotted Cow, but Wisconsin residents have been feeling pretty dyspeptic about Flock’s automated license plate cameras. Over the past few months, a spate of Wisconsin towns and cities have withdrawn from Flock deals over privacy and trust concerns. As they did so, another issue revealed itself: With each city that leaves, the Flock network becomes less useful to the cities that remain. And cities are starting to notice. Consider Dane…
💥 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: AI and ml $10 million buys over 100 million emails, 30 million recorded phone calls, reams of stuff from Teams, Oracle, and SAP Google has acquired the data of failed US airline Spirit.Spirit hit financial turbulence when COVID-19 blew in during 2020 and started making losses. Its balance sheet never climbed back to a safe altitude and in May 2026 the airline grounded itself permanently.The low-cost carrier entered liquidation to wind itself up and is now auctioning assets to raise cash and settle at least…
