✨ Read this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: This is an AI Free Zone: Text created by Large Language Models is spreading across the Internet. It's well-written, but frequently inaccurate. If you find a mistake on Spaceweather.com, rest assured it was made by a real human being. AURORAS ARE POSSIBLE TOMORROW: NOAA's latest forecast model predicts a CME impact on March 19th just hours before the northern vernal equinox. The timing is perfect for amplification by the "Russell-McPherron effect, which boosts storms around the onset of Spring.…
🚀 Check out this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: To understand AI capabilities across these cognitive abilities, we propose a three-stage evaluation protocol that benchmarks system performance in relation to human capabilities:Evaluate AI systems across a broad suite of cognitive tasks covering each ability, using held-out test sets to prevent data contaminationCollect human baselines for the same tasks from a demographically representative sample of adultsMap each AI system’s performance relative to the distribution of human performance in each abilityGoing from theory to practiceDefining these cognitive abilities is a crucial first step, but we…
🔥 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Rule 1. You can't tell where a program is going to spend its time. Bottlenecks occur in surprising places, so don't try to second guess and put in a speed hack until you've proven that's where the bottleneck is. Rule 2. Measure. Don't tune for speed until you've measured, and even then don't unless one part of the code overwhelms the rest. Rule 3. Fancy algorithms are slow when n is small, and n is usually small. Fancy algorithms have big constants. Until you know…
🔥 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: 🎤 Stem separation Vocals are isolated from instrumentals using the UVR Karaoke model or Demucs. Guide vocal volume is adjustable. 📝 Word-level lyrics WhisperX transcribes and aligns every word to the audio. Existing lyrics from LRCLIB are used when available. 🎯 Pitch scoring Sing into your mic and get scored in real-time. Star ratings and per-song scoreboards track your progress. 👤 Player profiles Multiple profiles with separate score histories. Switch between singers without losing anyone's records. 🎬 Video file support Drop .mp4 or .mkv files…
✨ Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Tony Hoare at the LASER summer school, September 2007(All photographs in this article are by the author) Had they included just one of Tony Hoare’s major achievements, many scientific careers would be considered prestigious enough. His had a long list, which I am going to try to summarize, not pretending to get anywhere close to exhaustiveness, on the sad occasion of his passing away last week at the age of 92. (Note: the text as given here is a first draft. I will polish it…
✨ Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Feature BGP, the Border Gateway Protocol, was not designed to be secure. It was designed to work – to route packets between the thousands of autonomous systems that make up the internet, quickly and at scale. For four decades, it has done exactly that. It has also, throughout those four decades, been exploited, misconfigured, and abused in ways that were predictable from the start. Route hijacks reroute traffic through hostile networks. Route leaks knock services offline. Nation-state cyber crews weaponize BGP to intercept communications at…
✨ Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Location: RemoteType: Full-time Ndea is building AGI systems that depend on search guidance. We're hiring hands-on researchers/engineers to drive our deep learning effort in search guidance, training models to make structured search more efficient and reliable. This is a high-ownership role for someone who wants to operate at the leading edge of neuro-symbolic AI, designing, implementing, and validating new approaches in code. We offer: Meaningful equity, competitive salary, and benefits Aggressive compute budget Small, high-talent-density, globally remote team Ndea is an equal opportunity employer and…
🔥 Explore this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: We have a challenge with ssh. Every VM has a standard URL that we use for both HTTPS and SSH, e.g. undefined-behavior.exe.xyz. Just as you can type the domain into a web browser (and have TLS and auth taken care of for you), you can run: ssh undefined-behavior.exe.xyz To get a shell in your VM. This is very straightforward to implement if you give each machine its own IP address, but exe.dev gives you many VMs on a flat rate subscription. We cannot issue an…
✨ Explore this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Programs usually get input from flags or scripts. But there’s another way: a program can read its own filename. That means the entire configuration can live in the file name itself, making programs self-contained, portable, and instantly shareable. Why not just flags or scripts? Flags are ephemeral – you have to share the command line or wrap it in a script. Scripts depend on environment, which can break portability. Filenames solve both: the program describes itself, requires zero setup, and any configuration can be shared…
✨ Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: We’ve been working on the Linux version of Superluminal (a CPU profiler) for a while now, and we’ve been in a private alpha with a small group of testers. That was going great, until one of our testers, Aras, ran into periodic full system freezes while capturing with Superluminal. We always pride ourselves on Superluminal “Just Working”, and this was decidedly not that, so we of course went hunting for what turned out to be one of the toughest bugs we’ve faced in our careers.…
