🚀 Read this insightful post from Hacker News đź“– đź“‚ **Category**: âś… **What You’ll Learn**: The German language has a word for what your last software update did.It is called Verschlimmbesserung: an attempted improvement that only makes things worse.We have all lived through the SaaS update that moved a button, renamed a menu, and broke a workflow we relied on daily. Some product team shipped a “better experience” that solved a problem nobody had.Eliyahu Goldratt nailed the root cause decades ago:“Tell me how you measure me, and I will tell you how I will behave. If you measure me in…
✨ Check out this insightful post from Hacker News đź“– đź“‚ **Category**: đź“Ś **What You’ll Learn**: This post has made it to the Hacker News front page. See the discussion. Last week I came across a post on Hacker News that encouraged application developers to stop making terminal user interfaces (a.k.a. TUIs) and instead focus on graphical user interfaces (a.k.a. GUIs). The post reached the HN front page and sparked a lively debate in the comments section. I think there is merit in both sides of the debate. On one hand, I understand the GUI-positive arguments of the post author.…
✨ Explore this must-read post from Hacker News đź“– đź“‚ **Category**: đź’ˇ **What You’ll Learn**: GLM-5.3 uses the same base model as GLM-5.2 — every gain comes from post-training. Compared with GLM-5.2, it is much better at complex coding and long-horizon tasks: Stronger Coding: GLM-5.3 is the most capable open-weights model for coding, with a 50% improvement over GLM-5.2 on our in-house Z.ai Code Bench. It also achieve open-source SOTA on public benchmarks including Terminal Bench 3.0 and Agents' Last Exam. Emergent Cyber Capability: As we scaled post-training, cyber capability developed faster than we expected. GLM-5.3 is state of the…
✨ Read this awesome post from Hacker News đź“– đź“‚ **Category**: đź’ˇ **What You’ll Learn**: Virtually all laptop speakers suck. It’s the one area where even really expensive laptops tend to fall on their ass, leaving users with a tinny, harsh, and hollow sound experience. While you can’t exactly overcome physics – laptop speakers are necessarily small and thus just cannot ever sound as good as proper speakers – there’s a lot you can do with proper tuning and software magic. If you’re a desktop Linux user, you actually already possess all the plumbing needed to fix your audio; it’s…
đź’Ą Check out this trending post from Hacker News đź“– đź“‚ **Category**: âś… **What You’ll Learn**: In-memory compute has been an attractive proposition for many years because compute within a memory chip can exploit its higher internal bandwidth. Additionally, in-memory compute avoids the long latency path between DRAM and traditional compute cores. At Hot Chips 2026, Samsung discusses their continued pursuit of in-memory compute with their PIM (Processing-in-Memory) push. They’re implementing MAC units within LPDDR5X chips, while preserving the chip’s ability to interface with a standard memory controller.DRAM chips are internally divided into banks, each with their own read and…
✨ Check out this awesome post from Hacker News đź“– đź“‚ **Category**: âś… **What You’ll Learn**: A tiny console text editor written in Chez Scheme. It is Emacs-like in spirit—buffers, windows, a kill ring, incremental search, and a Scheme top level—but it is not an Emacs clone. It borrows the ideas that stay small and stops there. The editor is a Scheme system. Everything is an R6RS library: a minimal core with a published, immutable API, and extension modules built on it (the syntax modes, bracket matching, the editing helpers, M-x itself). The core enforces its boundaries with the language…
đź’Ą Discover this awesome post from Hacker News đź“– đź“‚ **Category**: đź“Ś **What You’ll Learn**: To begin with, we want everything. Our aim is to reclaim spaces on the Internet where we can discuss and work on two levels: on the one hand, the right to and need for free communication and access to digital resources; on the other, social projects linked to reality and struggles. Setting up an independent server seems to us to be a good point to start and reach our goals. We believe that communication must be free - and for free - and, therefore, universally…
đź’Ą Check out this awesome post from Hacker News đź“– đź“‚ **Category**: đź“Ś **What You’ll Learn**: For the past 10 days, Qwen3.8 27B has been quietly running on my Mac Studio as a background assistant. It summarizes my RSS feeds into a morning digest, renames and files the PDFs I scan into something searchable, and handles whatever summarizing chore I throw at it. Mundane stuff. That’s the appeal: this is the first local model I’ve trusted enough to leave alone with mundane stuff. Then last week the model was suddenly everywhere on r/LocalLLaMA, my feeds filled up with benchmark charts,…
đź’Ą Explore this trending post from Hacker News đź“– đź“‚ **Category**: đź’ˇ **What You’ll Learn**: My lab develops low-cost and easy-to-use tools for identifying fake medicines, but we’re always on the lookout for other types of fakes that we can go after. For example, the cosmetics industry has a massive problem with counterfeit products. Studies estimate that two-thirds of branded makeup and skincare products on sites like eBay, TikTok Shop, and Vinted are fake. Counterfeit cosmetics don’t just waste consumers’ money; they may also expose wearers to harmful contaminants like heavy metals and bacteria. As part of an ongoing study,…
🚀 Explore this awesome post from Hacker News đź“– đź“‚ **Category**: đź’ˇ **What You’ll Learn**: Over the past few months I have been playing around quite a bit with LLM agents, particularly for vulnerability research. They are becoming surprisingly good at navigating large codebases, explaining unfamiliar subsystems and helping explore potential attack surfaces. However, once an investigation starts taking a few hours, I kept running into the same problem: the model would slowly lose track of what we had actually established. It might suggest an approach that we had already ruled out, forget that an assumption turned out to be…