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🚀 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: What have they figured out that I haven’t?I kept seeing other engineers, makers and builders post on Twitter X. Often getting snippets of their setups, and it left me wondering: What have they figured out that I haven’t? What tools are they using? Why did they switch to that agent harness? What skills are they using? And now graph engineering? What the **** is that?I’m finding it a little overwhelming.I wanted a dedicated space to see the tools, workflows and systems behind how others build.…

💥 Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: This article was written with the assistance of AI. If that bothers you, stop reading here. The numbers are real: every score comes from the ten training runs described below, and the full run log is in the linked knife.day write-up.I like to cook, and somewhere along the way that turned into an obsession with high-end chef's knives. So I scrape the Reddit threads where people argue about them and pull out every brand, model and steel they mention, to see what is getting bought…

🚀 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Yeah, ten per cent is still ten per cent more than ideally it would be. I think it’s fair to say that these really deep anxieties about A.I. entered the mainstream last week when an A.I. researcher and mathematician named Jacob Coxon quit Anthropic. But, at the same time, it’s not really a big secret that people in the A.I. world think that A.I. might kill us. Why do you think people are suddenly paying attention to this problem?It’s a really good question. I…

💥 Explore this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A UN fact-finding mission on Iran has said there are reasonable grounds to believe the US was behind two military strikes on a school and sports facility in Iran in ⁠February, and that these constituted war ⁠crimes.It also found Iranian ​authorities committed crimes against humanity during their deadly crackdown on anti-government protests.The findings by the independent international fact-finding mission on Iran, to be submitted to the UN human rights council in Geneva, examined the ⁠US’s conduct during the Iran war that began in February and…

✨ Explore this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Say you are building search over your team's internal documentation — guides, runbooks, postmortems. You have a table with auto embeddings : you insert text, Manticore runs the model and fills the vector column for you. (If that is new to you, start with vector search in Manticore .) You load a 4,000-word document. The insert succeeds. The search works. Everything looks fine.Except the model you picked has a 512-token input window, and that document is about 5,000 tokens long. The model read the first…

💥 Read this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: When I was around 11 I heard for the first time about Fermat’s Last Theorem. I was immediately captivated by the problem statement, as well as by the accompanying story, and made a fairly serious attempt to prove it. And while, unsurprisingly, I failed, I learned a lot from the attempt. Blissfully ignorant of the fact that the case had been proved by Euler over 200 years earlier, I decided that that would be a good place to start: once I had sorted that out,…

✨ Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Last September, the Servo project announced that long-time maintainer Josh Bowman-Matthews (@jdm) would work part-time on improving the Servo contributor experience, entirely funded by the monthly donations on OpenCollective and GitHub. In his own words, here is a look back over the past year! First of all, I am enormously grateful to everyone who financially supports Servo, as those donations have enabled me to devote significant time to a project that I care a lot about. Some highlights from that funded work that I’m proud…

🚀 Read this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Train a small model that chooses among a changing list of text options. A Jev-like model takes a piece of text and a list of N text options. It returns one probability for each option. It does this in one pass instead of writing an answer word by word. Jev is TypeSafe's commercial model for this kind of task. TypeSafe has not published its design. This repository is an independent starter model with the same input and output shape. The same option-attention head can score…

✨ Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: A browser agent with a dynamic, indexed action space. Give it one goal. TypeSafe's Jev picks an operation and an element. A small LLM writes text only when the operation is TYPE_TEXT. Zürich → London on Google Flights in 7.1 seconds. One natural-language goal, actual text generation, and loading waits included. Watch the MP4 · Measurements · Read the loop Every observation produces a new element table: [1] button Change ticket type · Round trip [2] combobox Where from? · San Francisco [3] combobox…