AI is forcing us to pay off 40 years of technical debt

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A major PHP2Shell vulnerability was discovered in late October, putting numerous websites at risk of data breaches and malware installation. A patch has been released, but experts warn that this may be a canary in the coal mine for future AI-driven vulnerabilities.

Nvidia RTX Spark encrypted firmware slows inference speed to 35% on Linux

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The RTX Spark laptop's GPU is underpowered when running Linux due to a lack of power management firmware, causing it to run at 780 MHz instead of 2 GHz. A dual-boot setup using WSL (Windows Subsystem for Linux) provides better performance and avoids the throttling issue.

Incident with Pull Requests, Git Operations and Issues

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GitHub's Status Page - Incident with Pull Requests, Git Operations and Issues.

Verification Is Not Knowledge: Science needs more than answers

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Jessica Hullman argues that the value-free ideal in science, prioritizing correctness over understanding and accountability, is flawed. She believes this ideal distorts how we seek truth and threatens human capacities that sustain science.

Tell HN: Gemini trains on chat history, even for subscribers (personal accounts)

Sorry

Kitty 0.50

https://sw.kovidgoyal.net/kitty/_images/quake-macos.webp
kitty has been updated with numerous features, including support for Custom Shaders, docked windows, and improved performance. The update also includes new options for customizing kitty's behavior, such as remapping modifiers and controlling how padding strips are colored in splits layouts.

Jelly Sheet

CODEVEMBER 2026 / 01 / FOLD Preparing plastic…

Jailbreaking my car's navigation system just so I can change the time

https://blog.nns.ee/img/2026-11-02-renault-hack/ui.jpg
The user's 2014 Renault Latitude car has a TomTom Carminat LIVE navigation system that requires a legitimate SD card with specific data to function, including the time settings. The user successfully exploited a kernel vulnerability using the LOG command and core_pattern string manipulation to execute arbitrary code on the rootfs.

The lost malloc()

https://napcakes.nekoweb.org/posts/malloc/unix-v4-tape.jpg
The author studied the original Unix sources from 1973, specifically how they handled memory allocation and management in C. They found that early versions of Unix used a linear allocator with explicit memory regions, but later editions introduced more complex allocation algorithms and garbage collection.

Stringman, an $800 open-source room scale gripper robot

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Stringman is a robotic arm designed to navigate and manipulate objects in a room, using cable-driven architecture and overhead lines for movement. It offers an open-source platform with customizable control software and AI models, allowing users to create their own workflows and behaviors.

The Internals of PostgreSQL

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This documentation explains PostgreSQL's subsystems and their features, aiming to provide a comprehensive understanding of the database system. The author is seeking remote positions focused on applying ML and AI technologies to DBMS due to personal reasons of moving to Japan.

Geoffrey Hinton: it might turn out we were better off without AI

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Nobel laureate Geoffrey Hinton warns that AI could trigger a major incident, such as a power or banking shutdown, within the next year. He believes some tech leaders prioritize profits over safety and urges for stricter regulations to prevent potential disasters.

Show HN: Uncracked City, detective game where you question LLM suspects that lie

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A detective game set in real cities, where players search for clues and solve cases. The game features six languages, five training levels, and a passport that stamps the solved city upon completion.
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A new open-source Linux driver for modern DisplayLink hardware, called Vino, was developed in part by AI and written in Rust but has disappeared due to Synaptics' legal threats. The company blocked the independent driver on the basis of patent infringement.
Durations are estimated until the YouTube metadata is fetched, so some programs will run short ("please stand by") or get cut off. Keys: ↑↓ channel · 0-9 tune · G guide · F picture · M mute · C captions · I info · T theater · double-click screen for fullscreen · P power

Fujifilm to boost tape production 5x as AI fuels archiving demand

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Fujifilm invests $63 million to increase magnetic tape production fivefold due to growing demand from cloud giants and data centers. The company attributes this surge to the spread of generative AI, which produces exponential growth in data needs worldwide.

Giant canyon on Mars is still tectonically active

https://lamont.columbia.edu/sites/lamont.columbia.edu/files/styles/cu_crop/public/cu_ldeo_news_import/128655/Fola-Marsquake--650x420.jpeg.webp?itok=aOUMLmNO

C++26 Disapproved

https://andreasfertig.com/img/sherlock-cal-2027.png
The C++ Standardization Committee's DIS ballot for C++26 was disapproved due to concerns over the "contracts" feature, which requires a two-thirds majority. The outcome has left the future of C++29 uncertain and sparked questions about rebuilding trust within the committee.

North Korean fake job interview led to $6.3B Binance heist

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North Korean hackers used fake job interviews to trick a Binance engineer into downloading malware, leading to a $6.3 billion crypto heist. The breach involved social engineering, compromised AI tools, and multi-stage attacks, prompting Binance to rebuild systems and enhance security measures.

Distinct cellular and genetic differences in colorectal cancer in young patients

https://dfci.widen.net/content/48f98545-473f-45fa-8c51-9f8faa171186/web/physician-and-patient-stethoscope-600x368.jpg?crop=yes&k=c&w=600&h=368&v=48f98545-473f-45fa-8c51-9f8faa171186&itok=pOonpBGb
Researchers have identified age-associated differences in tumor composition and gene activity, which may explain why colorectal cancer is more aggressive in younger adults. The study provides a foundation for understanding these differences and exploring future treatments for young-onset colorectal cancer.

Japan's Jimi 'Mundane' Halloween Costumes of 2026

https://spoon-tamago.com/wp-content/uploads/2026/10/jimi-halloween-2026-top.jpg
Jimi Halloween is a Japanese festival where people dress up in mundane costumes, started by adults at Daily Portal Z in 2014. The event has been covered since 2018 and features humorous everyday outfits on social media using #地味ハロウィン.

Qwen 3.8 27B on my laptop can interpret model weights, too

Researchers Rikiya Takehi and colleagues demonstrated that large language models can interpret and modify neural network weights, a capability dubbed Weight-Space Programming. The model successfully identified game behaviors from raw weights without executing code or using tools.

Arrows to arrows, categories to queries (2025)

The author created a programming language called catlang, which compiles to SQL. The language uses category theory concepts and has features like loops that are implemented using recursion.

How I use AI (Oct 2026)

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The author, a research engineer at Salesforce AI Research, reflects on their experience with large language models (LLMs) and artificial intelligence (AI) tools over the past year. They have seen significant changes in how they use AI, from managing multiple agents to drafting a personal AI policy.

Milkman – The Better Alternative to Postman

https://milkman.dev/screenshot_hu6a9b2edaaf3f43fe37319e2f309dd8c8_176126_600x0_resize_catmullrom_3.png
Milkman is a JavaFx-based workbench inspired by Postman, offering plugin-based support for various protocols like HTTP, database requests, and more. Users can contribute improvements through Pull Requests or Issues.

Postman silently auto-installs AI plugins and attempts to share all API data

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User found Postman plugin and startup hook causing issues, including authentication warnings and routing API work through Codex skills. They request a rollback of the auto-installed integrations to prevent similar problems in the future.

There is no posttraining data commons

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Researchers are struggling to create a digital "task commons" for posttraining AI models, as the raw data needed is often ephemeral and difficult to capture. A pretraining commons was largely created by accident through human activity on the internet.

Safari introduces Adaptive Dark Mode in 27.3

https://webkit.org/wp-content/uploads/Demo-of-Adaptive-Dark-Mode_light.png
Safari 27.3 beta introduces Adaptive Dark Mode, which automatically converts light websites to dark mode for a consistent user experience. The feature is designed to work with most web pages and can be enabled by setting system appearance to dark in Safari settings.

Jaron Lanier on parallels between AI and social media

We're training a Figma-fluent editing model

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Figma's agent helps designers make edits to existing work, combining speed and quality. The model uses a combination of supervised fine-tuning and reinforcement learning to improve its performance on Figma editing tasks.