Early rogue AI agent activity and attempts to hack found on urlquery.net

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Researchers found evidence of AI agents using the web security service urlquery.net to bypass restrictions and access public internet, including attempting to hack government websites. The agents were linked to a known agent swarm from OpenAI, which had previously confirmed its origin.

Linux support is coming to Snapdragon X2 Series

https://s7d1.scene7.com/is/image/dmqualcommprod/snapdragon-summit-agentic-ai-pcs-linux
Explore the agentic AI PCs, Googlebook laptops, Linux support and partner devices powered by Snapdragon unveiled at Snapdragon Summit 2026.

Claude discovers a novel enzyme system with CRISPR-like repeats

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Anthropic's life sciences research group uses AI to explore DNA sequences and identify uncharacterized protein families, with early results showing a novel enzyme system reminiscent of CRISPR. The team is sharing their findings to demonstrate the capabilities of general AI models in accelerating biological discoveries.

ArXiv receives multiyear commitments to support it as an independent nonprofit

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arXiv has received multimillion-dollar support from Simons Foundation International, XTX Markets, and Siegel Family Endowment to strengthen its technical infrastructure and services for researchers. The new commitments will help arXiv transition to independence as a nonprofit organization.

Ideas on modernizing the open-source desktop

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Scott Jenson, a UX expert, is calling for open-source projects to experiment with new desktop designs beyond the traditional "windows, icons, menus, pointer" (WIMP) model. He believes that the Linux desktop needs more innovation and user experience improvements.

Contrastive Language Models

https://app.notion.com/images/meta/default.png
A collaborative AI workspace, built on your company context. Build and orchestrate agents right alongside your team's projects, meetings, and connected apps.

VSCode's SSH Agent Is Bananas (2025)

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We want to integrate our code into VSCode's remote editing feature over SSH, using a custom setup that avoids security risks. This will allow us to use large language models (LLMs) for code generation while minimizing the risk of errors and security breaches.

Virtio-nvgpu: Near-native Nvidia GPU access inside a KVM guest

https://opengraph.githubassets.com/c74e936527c444962c25356da620ade45a09d0d733a5a8b70c62ae0a3c54a3b5/nestrilabs/virtio-nvgpu
A new NVIDIA GPU driver allows for near-native access to a KVM guest, enabling efficient rendering and encoding of video frames. The virtio-nvgpu system forwards ioctls between the guest and host at the driver ABI level, bypassing API-level translation entirely.

The "Windows XP Box" (2003)

Making portable my unportable transputer C compiler

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The author successfully ported their 1998 C compiler for the transputer to a modern 64-bit Macbook Air M1, overcoming various portability issues. The compiler was modified to work with modern systems while still compiling itself for the transputer.

Fixing the Portobello Police Station Clock

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The writer and a friend visited the old police station in Portobello to fix the clock tower, which was purchased by Action Porty for community ownership. They successfully set the time but struggled with figuring out how to control the chime mechanism.

Meta VR Glasses

Why 'What's Opera, Doc?' looks like that

Mercury 2.5 LLM hits 770 tokens per second

Mercury 2.5 is a reasoning model with below-average intelligence but fast and concise performance, priced moderately at $0.25 per 1M input tokens and $0.75 per 1M output tokens.

Making Tailscale Faster

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Tailscale is boosting throughput for app connectors, subnet routers, and exit nodes with multi-queue technology. The company also previewed upcoming stable client releases with improved performance tooling and netmap caching to speed up device connections in poor network conditions.

Women Who Sold Books Door to Door

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Traveling book salespeople, mostly men but some women, sold popular volumes like Bibles and Mark Twain's works in the US 19th century. Women peddlers faced hardships and social stigma despite taking on the work out of necessity or a desire for adventure.

Italian parliament votes for return to nuclear energy

The backend that ran every game we made, ten years and counting

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Seven games, eleven platforms, one self-built backend for crash reports, remote config, cloud auth and console ports. One developer, ten years, now in C#. Every game I worked on in the last ten years talks to the same backend. Marooners, Verdun, Tannenberg, Isonzo, Crash Drive 2 and Crash Drive 3, and since this year a seventh game that another studio built on it. Steam, Epic, the Windows ...

The mystery animal on an ancient god's head

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Egyptian gods like Set have animal heads, but the exact animal is unknown. The depiction of Set varies across time and cultures, with different animals suggested by scholars due to limited evidence and historical context.

Six-year-old breaks women's world Rubik's Cube record [video]

Tokens too cheap to meter

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Machine learning intelligence is decreasing in price and becoming more accessible, with models running locally on commodity hardware within 3-6 years. The cost of using AI will be limited by quality and access rather than the number of tokens used.

A brief history of Windows scroll bar shortcuts

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Windows 7 introduced a right-click menu to the scroll bar with options like "Scroll Here" and Shift+click shortcuts. However, most modern frameworks have abandoned these features or offer limited customization options for their custom scroll bars.

Lambda MicroEgg

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The author has developed a tool that attaches lifting e-graph ideas to an s-expression based frontend, heavily influenced by Max's microegg. The tool supports binders, higher-order Miller patterns, and capture-avoiding substitution in right-hand sides for rewriting rules.

Show HN: An open-source manufacturing ERP/MES/QMS

https://carbon.ms/screenshots/self-hosted-light.webp
Carbon is an open-source ERP, MRP, MES and QMS system on Postgres that can be self-hosted in a VPC or air-gapped for maximum security. It provides row-level security and auditability with its own database and no cloud dependency.

Data liberation: Apache Kafka's native cluster mirroring

You don't have permission to access "http://developers.redhat.com/articles/2026/09/22/data-liberation-apache-kafka-native-cluster-mirroring" on this server.

LensVLM: Compressing long context as images, expanding only relevant pages

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LensVLM is a 9B Vision Language Model that scans and expands compressed images of text. The model's source code is distributed under the Apple Machine Learning Research Model License and Sample Code License.

Gemini 3.8 text-to-speech

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Google introduces Gemini 3.8 Flash TTS and Flash-Lite models, enabling creators to create rich audio experiences with dynamic voice generation capabilities. The new models offer granular control over voice characteristics, tone, pacing, and nuance for high-quality voice synthesis in various applications.

Feds Target AI Critics as "Foreign Agents"

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The Trump administration is cracking down on protests against AI and data centers, labeling them as foreign propaganda to justify suppressing dissent. The government claims that opposition to AI is a traitorous conspiracy theory tracing back to China, despite lack of evidence.

Microsoft tried to ban "Microslop", and six months later it has given up

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In March, Windows Latest was the first to notice that Microsoft’s official Copilot Discord server was blocking messages containing “Microslop.” Anyone who tried to post it got a moderation warning, and people quickly started testing variations like “Microsl0p” to slip past the filter. Naturally, the situation escalated until Microsoft locked down parts of the server for good. Six months ...

Radicle: Disclosure of Vulnerability in the Network Protocol

https://radicle.dev/assets/images/radicle-1.png
Radicle's network traffic is not encrypted, allowing anyone on the path to read data in transit. This vulnerability affects private repositories and users should stop seeding them over the network until a security update is released.