Phyllotaxis: An audio-reactive LED display

https://jagi.studio/images/art/phyllotaxis_1.jpeg
The author created a cellular LED matrix inspired by phyllotaxis, a pattern found in nature, and programmed it to react dynamically to sound using an STM32 board. The project evolved into an interactive installation at Recurse Center, featuring a website for attendees to upload sketches and games.

The systems that no one will test

https://blog.christianperone.com/wp-content/uploads/2024/06/guitarone.jpg
The author found a vulnerability in a system during the pandemic, allowing access to Brazilian federal records of 200+ million people. This experience has led them to worry about the growing capabilities of AI models and their potential for misuse by nation-states.

Booted up in 1993, this server still runs – but not for much longer (2017)

https://www.computerworld.com/wp-content/uploads/2025/02/2214-0-65486800-1738761169-patrick-thibodeau-150-100363843-orig.png?w=150
A 1993 Stratus server, still operational after 24 years, has been maintained by Phil Hogan at Great Lakes Works in Michigan. The server will be retired in April after a planned upgrade, marking the end of its nearly three-decade run.

Pirating the Pirates

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The author and his roommate hacked together a restored version of Sergio Leone's The Good, the Bad and the Ugly after MGM altered it for profit. They collaborated with other preservationists to create an official release that closely matched their work.

California farmers are struggling to sell grapes as demand for wine drops

https://cdn.kqed.org/wp-content/uploads/2026/08/Nav-News-FallGuide2026@2x.jpg
California wine growers are struggling to sell their grapes due to declining demand, forcing some to tear out vineyards that have been in their families for generations. The industry is facing significant losses as prices paid for grapes drop and many growers are left with unsold crops.

MicroLLM Lab – Try 7 tiny LLM's in the browser

The model is evaluated based on objective checks, not writing quality. The 135M model's performance is measured by speed and accuracy metrics from runs in the browser.

Tank Body Problem

↑↓ Elevate │ ←→ Power │ A/D Move │ J/L Weapon │ SPACE Fire │ SPACE AGAIN = Laser/Plumage │ Cheese bounces 3x │ Poison drops bubbles │ Moon gravity

Jeff – Jev-compatible 0.8B decision models, trained at home, ~30 ms

https://raw.githubusercontent.com/firelex/jeff/main/assets/benchmarks.png
This text describes a new model called Jeff, which is a small, fast decision-making system for zero-shot classification tasks. It can be fine-tuned on specific examples to improve its accuracy.

ESP32S3 cluster running 1.58-bit (BitNet) Language model

https://raw.githubusercontent.com/Low-Zi-Hong/ESP32s3-LLM-Cluster/main/docs/images/Picture.JPG
This project runs a sliced 0.5B LLM across a cluster of 7 ESP32s3. One act as master and others are node. The master node runs the tokenizer and embeding and the other attention layer and MLP ran on the nodes. The master and node communicate through high speed SPI Daisy-Chain. This project is licensed under the MIT License - see the LICENSE file for details.

Show HN: Pac-Bench – How well can models one-shot a Pac-Man game?

Model labels are short names without prefixes, dates, or suffixes. Stats include wall time and token counts from harness transcripts for some models.

12,000-year-old Göbeklitepe burials explain scattered bones

Sonnet 5.5

https://www.anthropic.com/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2Fc3945915dad02168b631b238c900b98b23964539-1600x1000.png%3Frect%3D0%252C0%252C1600%252C1000&w=3840&q=75
Sonnet 5.5 is a faster and lower-cost version of Sonnet 5, suitable for everyday tasks and well-scoped work, with improved design capabilities.

Hijacking the PS5's RTMP stream

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The author created a custom solution to bypass Sony's restrictions on streaming from the PS5, using DNS spoofing and RTMP redirection. A macOS app manages dnsmasq and nginx-rtmp to intercept streams destined for Twitch or YouTube, allowing them to be redirected to the author's Mac instead.

Scientists solve 1840s space weather mystery

https://cdn.arstechnica.net/wp-content/uploads/2026/09/spaceweather-640x397.jpg
Scientists have found evidence of a 1847 geomagnetic storm disrupting telegraph systems in England, making it the earliest recorded space weather event. This discovery suggests that society has been experiencing space weather effects on technology for almost as long as electrical technologies exist.

Simulating Airband AM Radios

https://assets.bitbashing.io/images/ivc.png
The author created a digital simulation of an AM radio to accurately model the sound of multiple transmitters interfering with each other, mimicking real-life air traffic control scenarios. The simulation uses complex numbers and phasors to represent frequencies and phases, allowing for realistic modeling of signal degradation and interference.

Kids turned low-traffic NPR Spotify comments into a secret group chat

https://www.thisamericanlife.org/sites/default/files/styles/height_thumbnail/public/episodes/images/tal-897-intergenerationaltravel-valero.jpg?itok=g-5Jl9kA
A public radio show host, Dave Blanchard, noticed unusual comments on an episode featuring author Elizabeth Gilbert. He suspected bots but couldn't understand their behavior. A young NPR employee, Hannah Chinn, investigated and discovered that the commenters were actually middle school kids using Spotify to chat with each other in a private group chat-style setting.

Updated Google Maps shows destruction of the city of Rafah

https://pbs.twimg.com/media/HTKFU4oWkAAjKpn?format=webp&name=large
Google Maps has been updated to show Zionist-holocausted Gaza. This is part of Rafah.

Nvidia wants to put a watchdog chip next to every AI agent

https://image.cnbcfm.com/api/v1/image/108368687-17905979981790597995-48660314033-1080pnbcnews.jpg?v=1790597997&w=750&h=422&vtcrop=y
Nvidia is releasing a new software platform to allow AI developers to set safeguards for agents and prevent them from breaking out of containment. The platform, called Open Agent Safety Platform, aims to provide a secure environment for AI models to operate within.

World Labs is Joining AMD

https://www.worldlabs.ai/_next/image?url=%2Fimages%2Fblog%2Fglobe_chip.png&w=2048&q=75
The company has formed a deep technical partnership with AMD to accelerate AI research and development, aiming to create an end-to-end open AI ecosystem. The partnership is expected to close by the end of 2026 subject to regulatory approvals.

Who Killed Paulina Borsook's Career?

https://media.wired.com/photos/6aa978198e16bf8d418b012a/master/w_2560%2Cc_limit/PaulinaBorsook_WiredMag_081126_0014.jpg
Paulina Borsook, a 72-year-old journalist and author, is experiencing a resurgence in her career after publishing her book "Cyberselfish" 25 years ago. The book criticized the tech industry's libertarian ideology and its effects on women. Despite initial success, she faced backlash and was unable to secure work as a writer.

1996 chat room simulator connected to Win95 and System 7 web desktops

https://lolchat.rip/og-4.png
The chat rooms of COMETLINK, a 1996 online service with mail, news and a web of its own. Sign on and drop into rooms where the regulars are still talking.

Show HN: Museum of Numbers

Uncensored and Offensive Security AI Models Benchmark

https://private-user-images.githubusercontent.com/34966120/660382033-3a0e3514-6805-4cf5-8400-628178df538c.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.L45wpFPA-T1P3oxkzQQ8mJIIiwHvtc0T6ECNQIUhFBw
A curated list of open-weight, uncensored models for security research and red team operations. These models include specialized capabilities in threat intelligence, malware analysis, and penetration testing.

How to win a beer with high-dimensional statistics

https://jamiesimon.io/img/circulant_words/months_circle.png
A researcher found a set of 10 random words that form a circle and circulant matrix, challenging the idea that only specific words can create such patterns. This discovery raises questions about representation geometry and highlights the importance of statistical constraints in avoiding false positives.

It's Time to Investigate the AI Labs

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Two leading AI labs, OpenAI and Anthropic, have been making alarming announcements about their powerful LLM-powered agent systems. Congress should investigate these labs' research efforts to uncover the truth behind their actions.

Show HN: HN.watch – Videos of all Hacker News posts

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The Hacker News front page, with a short video explainer for every story.

Does Reddit have an astroturfing problem? What the data suggests

https://www.petervijeh.com/reddit-astroturf/redcmts-pricing.jpg
The author analyzed Reddit's "what should I buy" threads in six knife subreddits to see if brand-heavy accounts were over-represented. The analysis found that these 49 accounts wrote 11.3% of the buying-thread mentions, significantly above chance.

What is the best shape of a city? Modelling effect of urban form on distance

Behold the pawpaw

https://i.cbc.ca/ais/1.4850306,1538665595000/full/max/0/default.jpg?im=Crop%2Crect%3D%280%2C187%2C2016%2C1134%29%3B
Pawpaws are a tropical-tasting fruit native to Canada, with a unique flavor profile similar to banana, mango, and pineapple. They can be found at farmers' markets and festivals in southern Ontario, B.C., and Quebec during the fall season.

Show HN: Destroy Any Website with Stickman

https://destroy.spritefusion.com/_app/og-rz7phhgb.png
Type any website's address and fight your way through it: its text, images and boxes become a destructible pixel-art level. Play solo or with friends. Free, in your browser.