π₯ Explore this awesome post from Hacker News π π **Category**: π **What Youβll Learn**: Beautiful Perlin noise animation for your terminal. Smooth, flowing gradients rendered in 24-bit truecolor using half-block characters for double vertical resolution. Truecolor rendering β Full 24-bit RGB color gradients Double vertical resolution β Uses β half-block characters to render 2 pixels per cell Multiple color themes β Ocean, Fire, Aurora, Matrix Smooth animation β Multi-octave Perlin noise for organic, flowing motion 60 FPS β Optimized for smooth rendering Responsive β Handles terminal resize gracefully Clean exit β Ctrl+C / Q / Esc restores terminal state…
π₯ Discover this trending post from Hacker News π π **Category**: β
**What Youβll Learn**: One of Googleβs Nest surveillance cameras, whose recordings can be accessed by Google even if users donβt subscribe to the security firmβs services. CC Photo Lab / ShutterstockThat the U.S. Surveillance State is rapidly growing to the point of ubiquity has been demonstrated over the past week by seemingly benign events. While the picture that emerges is grim, to put it mildly, at least Americans are again confronted with crystal clarity over how severe this has become.The latest round of valid panic over privacy began…
π Explore this awesome post from Hacker News π π **Category**: β
**What Youβll Learn**: Last July was the cut-off date for major digital platforms to comply with the UKβs Online Safety Act (OSA). In an attempt to block access between minors and material deemed βharmfulβ by the government, platforms like Reddit, Spotify, and X began tougher age verification for their users, such as facial scans or, in some cases, even needing to see government ID. At the top of those stumbling to do so was Discord, whose system is not only easy to game but also not impossible to…
π₯ Check out this awesome post from Hacker News π π **Category**: π‘ **What Youβll Learn**: Semantic, minimal, zero dependencies. ~8KB CSS and JS. Oat is an ultra-lightweight HTML + CSS, semantic UI component library with zero dependencies. No framework, build, or dev complexity. Just include the tiny CSS and JS files and you are good to go building decent looking web applications with most commonly needed components and elements. Semantic tags and attributes are styled contextually out of the box without classes, forcing best practices, and reducing markup class pollution. A few dynamic components are WebComponents and use minimal…
β¨ Explore this must-read post from Hacker News π π **Category**: β
**What Youβll Learn**: Anthropic and OpenAI both recently announced βfast modeβ: a way to interact with their best coding model at significantly higher speeds. These two versions of fast mode are very different. Anthropicβs offers up to 2.5x tokens per second (so around 170, up from Opus 4.6βs 65). OpenAIβs offers more than 1000 tokens per second (up from GPT-5.3-Codexβs 65 tokens per second, so 15x). So OpenAIβs fast mode is six times faster than Anthropicβs. However, Anthropicβs big advantage is that theyβre serving their actual model. When…
β¨ Read this insightful post from Hacker News π π **Category**: β
**What Youβll Learn**: Seeing Theory This site is archived for reference A visual introduction to probability and statistics. Start Chapter 4 Frequentist inference is the process of determining properties of an underlying distribution via the observation of data. Go to Frequentist Inference Chapter 5 Bayesian inference techniques specify how one should update oneβs beliefs upon observing data. Go to Bayesian Inference Chapter 6 Regression Analysis is an approach for modeling the linear relationship between two variables. Go to Regression Analysis We are currently working on a textbook for…
β¨ Explore this insightful post from Hacker News π π **Category**: π **What Youβll Learn**: Last week, I helped build Super Bowl activations for DraftKings, Bud Light, and Spotify, turning San Francisco into a vice-centric Disneyland for the rich and famous. It was plastic. It was loud. It was profitable.On Wednesday, I traveled from Berkeley to the Tenderloin. The rain was rushing down as I exited the Civic Center BART Station. I walked past the Main Library and water started filling my shoe through a hole I didnβt know existed. My sock got heavy. My foot got damp. Is there…
π₯ Read this trending post from Hacker News π π **Category**: π‘ **What Youβll Learn**: Welcome Flashpoint Archive is a community effort to preserve games and animations from the web. Internet history and culture is important, and the web is evolving at such a rapid pace that what might be commonplace today could be obsolete tomorrow. This project is dedicated to preserving as many experiences from these platforms as possible, so that they aren't lost to time. Since December 2017, over 200,000 games and animations have been preserved across more than a hundred browser plugins and web technologies. In addition…
π₯ Read this must-read post from Hacker News π π **Category**: π **What Youβll Learn**: During my first trip to Eastern Europe, I found an βOrpheusβ Β electric guitarΒ leaning against a wall in the basement of a music shop inΒ Plovdiv, Bulgaria. Β Half of its parts were missing and dust was gathering on its sparkly-orange plywood body. I bought it for the equivalent of $20 and carried it around in two pieces in my bag for the rest of my trip. Ever since, Iβve been obsessed with discovering, collecting, and playing electric guitars from the Eastern Bloc. Β Besides the Orpheus, Iβve bought…
π₯ Read this must-read post from Hacker News π π **Category**: π **What Youβll Learn**: As LLMs become larger, more capable, and more ubiquitous, the field of mechanistic interpretabilityΒ -- that is, understanding the inner workings of these models -- becomes increasingly interesting and important. Similar to how software engineers benefit from having good mental models of file systems and networking, AI researchers and engineers should strive to have some theoretical basis for understanding the "intelligence" that emerges from LLMs. A strong mental model would improve our ability to harness the technology. In this post, I want to cover two fundamental…
