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Most Morse code generators on the web do two things wrong: they render signals as plain periods ( . ) and hyphens ( - )—which completely misrepresents the physical duration of the marks—and they play audio by chaining setTimeout calls. If you have ever tried building a rhythm-based tool in the browser using setTimeout , you already know what happens. Within four or five words, main-thread jitter and browser timer throttling push the audio out of step with the UI. While building Morse U...

Last month I answered the same question for the fourth time. A friend from my statistics program sent me a screenshot of their thesis dataset and asked: "Do I use a t-test or ANOVA here?" They had already defended the data collection. They just could not figure out which test to run on it. Then I started counting. On Cross Validated (stats.stackexchange.com), 181 separate questions share the exact phrasing in their titles: "Which statistical test should I use?" On r/AskStatistics, the same...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Most note-taking and bookmarking apps make a false promise: they promise to organize your life, but first they demand your labor . You have to create workspaces, pick folders, configure relational databases, select tags, and categorize bookmarks. The result? The Collector's Fallacy . Developers save hundreds of tabs, screenshots, and articles into digital "graveyar...

I built a debugger two people can watch at the same time I have lost count of the debugging sessions that went like this. I share my screen, I run the code, and I narrate what it is doing line by line while the other person nods at a video feed. They cannot pause it. They cannot rewind it. They cannot point at a variable and ask what it held two steps ago. So I started building Trace. The short version is Figma, but for debugging. Two people join the same run, watch the same code execute ...

A new account is not a person yet. Every community decides when it becomes one, and the decision has a cost. I spent a month trying to join places where people talk. Not to promote anything. To read, and answer, and be part of a room. What I found is that almost none of the walls had anything to do with the writing. They were identity checks, and they were all made of the same few parts. Here is the ladder, in the order it actually blocks people. The email that can receive mail. This ...

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Article URL: https://adrs.systems Comments URL: https://news.ycombinator.com/item?id=50227041 Points: 1 # Comments: 0

Article URL: https://techcrunch.com/2026/10/24/forced-to-pick-groks-ai-model-chooses-republicans-openais-picks-democrats/ Comments URL: https://news.ycombinator.com/item?id=50227174 Points: 6 # Comments: 1

Article URL: https://www.thesuburban.com/arts_and_entertainment/entertainment/documentary-film-bot-love-exploring-ai-companionship-to-debut-oct-21-on-cbc-and-cbc/article_f7277775-bd32-475f-9aa5-3ce58907374f.html Comments URL: https://news.ycombinator.com/item?id=50227265 Points: 3 # Comments: 1

Article URL: https://www.cerebras.ai/blog/how-we-deploy-trillion-parameter-frontier-models-on-cerebras Comments URL: https://news.ycombinator.com/item?id=50227356 Points: 116 # Comments: 41

Article URL: https://github.com/calasdan-sketch/onememory Comments URL: https://news.ycombinator.com/item?id=50227486 Points: 2 # Comments: 0

Article URL: https://bykozy.me/blog/ai-performance-at-the-security-theater/ Comments URL: https://news.ycombinator.com/item?id=50227488 Points: 1 # Comments: 0

Article URL: https://aisenatus.com Comments URL: https://news.ycombinator.com/item?id=50227610 Points: 1 # Comments: 0

Article URL: https://zontakllc.com/articles/break-it-on-purpose Comments URL: https://news.ycombinator.com/item?id=50227700 Points: 1 # Comments: 0

Article URL: https://www.reuters.com/world/uk/uk-government-sets-out-800-million-ai-security-funding-2026-10-23/ Comments URL: https://news.ycombinator.com/item?id=50227867 Points: 2 # Comments: 0

Protoshot scans your css files and components and lets you write just some JSX to preview it. A much simpler setup than having to orchestrate agent-browser or puppeteer instance for just seeing what UI looks like. Comments URL: https://news.ycombinator.com/item?id=50227918 Points: 1 # Comments: 0

Article URL: https://ai.jagular.io Comments URL: https://news.ycombinator.com/item?id=50227984 Points: 2 # Comments: 0

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Article URL: https://kevinkelly.substack.com/p/most-improbable-agent-of-you Comments URL: https://news.ycombinator.com/item?id=50228150 Points: 2 # Comments: 1

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Article URL: https://seowins.net/ Comments URL: https://news.ycombinator.com/item?id=50228920 Points: 1 # Comments: 1

Article URL: https://taskwire.si Comments URL: https://news.ycombinator.com/item?id=50228951 Points: 1 # Comments: 1

Article URL: https://medium.com/@ai_news/argus-might-be-one-of-the-most-impressive-open-source-cybersecurity-projects-released-this-year-118043bd0c8c Comments URL: https://news.ycombinator.com/item?id=50229059 Points: 15 # Comments: 2

Article URL: https://www.red5.net/blog/ai-detection-is-set-to-transform-live-streaming/ Comments URL: https://news.ycombinator.com/item?id=50229086 Points: 1 # Comments: 0

Article URL: https://melty.gg Comments URL: https://news.ycombinator.com/item?id=50229130 Points: 1 # Comments: 0

High-capacity, high-density flash memory such as BiCS FLASH (3D NAND) is prone to bit inversion due to minute charge loss (retention degradation) and interference between adjacent cells (read disturb), making robust error correction (ECC: Error Correction Code) essential. While this is usually handled by hardware (LDPC or BCH engine), we have created sample code here that simulates a process where the device driver (software layer) controls and monitors the hardware ECC engine, and performs read...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built It's Friday night. Tomorrow is a PyWorks workshop, {{RSVPS_EXAMPLE}} people have RSVP'd, and the volunteer group chat has exactly one question: "Ilang pizza?" (How many pizzas?) I volunteer with Python Philippines (PythonPH), an all-volunteer community: 3,394 members on Meetup, 77 past events listed. We run weekday-evening PyMeets talks at offices in BGC and Makati,...

Most calorie tracking apps fail beginners in the first week. Not because people lack discipline, but because the apps ask for too much: weigh every gram, search through endless food databases, and decode charts before you have even finished your first day. I built CalyFit around the opposite idea: the simplest calorie tracking for busy people and beginners. Here is what building it taught me. 1. Every extra tap loses a user The first version of my food log had portion sizes, c...

If you have used an event loop, you have probably written some variation of this: Wait for a socket to become readable. Read from it. Process the bytes. Go back to waiting. A completion-based I/O interface moves some of that work across the application/kernel boundary. Instead of asking which sockets might be ready, the application can describe the reads it wants and collect their results later. kqring is an experimental FreeBSD kernel module that exposes an io_uring-oriented ...