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✨ Read this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: On July 30, we reported three incidents in which Claude models gained unauthorized access to real computer systems. The models—intentionally running without cyber safeguards for evaluation purposes—accessed the internet due to a misconfiguration inside a third-party evaluation environment. Separately, on August 4, the UK AI Security Institute reported an incident from its own cybersecurity testing, in which Claude Mythos 5 took a series of unauthorized actions on the live internet. In that case, the model, again intentionally running without cyber safeguards for evaluation purposes, had…

🚀 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: In the AI industry, we borrowed the term “efficient frontier” from economists. We use it to talk about managing tradeoffs, most often the tradeoff between cost and capabilities for models. A model is a “frontier model” if it offers the highest degree of intelligence at a given cost or size.✕An efficient frontier shows the range of optimal combinations when trading off between two valuable outcomes in a resource-constrained environment.We also have efficient frontiers in inference engineering. Most often, this is expressed as a tradeoff…

🚀 Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: I run a local LLM server on my M4 Pro Mac mini with 48 GB of RAM. It handles everything from my Hermes agent backend to quick chat queries on my phone. The whole thing takes about 30 minutes to set up. Here is the stack: Qwen3.6-35B-A3B-OptiQ-4bit: my main model for anything that needs reasoning or depth Gemma-4-E4B-it-OptiQ-4bit: lightweight model for simple chats, formatting, and other routine tasks oMLX: the inference server Tailscale: tailnet connecting the Mac mini, my iPhone, and my MacBook Hermes runs…

🔥 Read this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Weedout for YouTube FOR YOUTUBE · SAFARI · MACOS Videos YouTube labels “Made with AI” — quietly pulled from your feed, search, related videos and Shorts before you scroll past them. No blocking screens, no drama. The weeds are just gone. FIELD CAM Simulated. On a real feed a weed is gone in about half a second — cached ones never sprout at all. WHAT IT DOES Filters AI-labeled videos out of home, search, related, playlists and Shorts shelves Auto-skips AI-labeled Shorts in the Shorts player (optional) Dim mode wilts weeds…

✨ Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Apple has filed a new document in its ongoing lawsuit against OpenAI as it continues to push for expedited discovery. In today’s filing, Apple says that it has new “shocking evidence” based on early forensic inspection of a laptop used by former engineer Chang Liu. Apple first filed the lawsuit in July, accusing ex-employees of stealing trade secrets for the benefit of OpenAI. It moved for a preliminary injunction a few weeks later, while also asking the court to expedite discovery, including early document production…

🔥 Read this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: A little over a month ago, I ran into a Tektronix TDS7104 at the Silicon Valley Flea Market, where else? Other than some dirty buttons, a few smudges here and there, and the usual assortment of calibration and asset tracking tags, the unit was in excellent cosmetic shape, but the price tag of $700 was way out of line: as I write this a try-before-you-buy TDS7104 can be had on Craigslist for the same price. But Paul, the seller/liquidator, has a habit of saying “I’ll…

🚀 Check out this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A tight little cluster hidden in the 2025-26 Champions League draw shows why the “new format” needs one small tweak, and gives a beautiful excuse to talk about symmetric graphs. TL;DR: UEFA’s new league-phase format can accidentally produce small clusters of teams that play each other disproportionately often, hurting their collective chance of advancing all at once. A single symmetric graph on 36 vertices, C(36; ±🔥), eliminates this risk provably. Deploying it needs one small tweak to the country rule for UCL/UEL, and no…

💥 Read this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: We’re introducing Claude Fable 5.1 and Claude Mythos 5.1. They’re the world’s most advanced models for coding and knowledge work—and their research capabilities offer an early glimpse of how AI models will contribute to scientific progress.Claude Fable 5.1 and Claude Mythos 5.1 are the same model, but with different levels of safeguards. Fable 5.1 is generally available, while Mythos 5.1 is available only through our trusted access programs; its safeguards are specifically designed to support work in cybersecurity and the life sciences.Alongside its increased capabilities,…

🚀 Explore this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Ubisoft have announced that their third-person hero-based melee fighting game FOR HONOR will be blocking all SteamOS / Linux players on September 10th. The game uses Easy Anti-Cheat which is currently enabled for Linux, but they plan to disable it - making it another game that will no longer be playable across Linux Desktop, Steam Deck and Steam Machine. In an announcement on the official site they said: "To reinforce a fair competitive environment, the team is introducing additional player safety measures. We are…