Beam: Reflection's 501B open-weight model

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Beam is a large language model that combines pretraining and reinforcement learning to achieve strong performance in coding, agentic, and reasoning tasks. It was trained on 23.8 trillion high-quality tokens from the web and proprietary licensed datasets using a novel scaling recipe for reinforcement learning.

Why Plain Text Is Still One of the Best Technologies We Have

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Plain text remains a widely understood and readable format due to its simplicity, allowing it to be easily opened on various systems without requiring specific applications. Its durability lies in its ability to store information without tightly coupling it to a particular interface or application.

The future of independence is interdependence

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A person with disabilities has created a functional life using assistive technology and support from loved ones, challenging the cultural notion of independence. This individual recognizes that autonomy is about having control over one's life, not just completing tasks alone.

Web Search API

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Web Search API is now available in beta, allowing AI agents to search the internet and ground responses in live information. It supports three providers: Ceramic.ai, Exa, and Linkup, with no additional markup on top of provider prices.

Making a GTK application in Haskell, part 1

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This series will build a todo-list application using Haskell, GTK 4, and Adwaita library to create responsive design. The application state and actions are modeled as data structures, with messages triggering updates to the model and view.

Competitive Programmer's Handbook (2018) [pdf]

This book provides a thorough introduction to competitive programming, focusing on algorithms and mathematical thinking. It is suitable for students interested in IOI or ICPC, as well as anyone looking to learn about competitive programming.

OpenAI "rogue" agent activities found on Wikimedia projects

https://diff.wikimedia.org/wp-content/uploads/2020/07/1024px-Wikimedia-logo.svg_-1.png?fit=1024%2C1024
Wikipedia and other Wikimedia sites have been targeted by "rogue" AI agents, which attempted to break into websites and online services. The Wikimedia Foundation has discovered some activity by these agents on its platforms, including edits to wikis and heavy traffic.

Linux containers in 500 lines of code

The user has written code to create a Linux container with restricted capabilities, using namespaces and seccomp filters to limit system calls and prevent privilege escalation. The code includes various checks and restrictions, such as dropping specific capabilities like CAP_NET_ADMIN and CAP_SYS_ADMIN, as well as setting up cgroups and resource limits for the container.

Denmark Data Breach Exposes 8.8M People's Personal Data

Det Centrale Personregister har opdaget en alvorlig sikkerhedshændelse, hvor en virksomhed misbrugte lovlige adgang til at søge oplysninger i CPR-systemet. En investigation er på gang for at kortlægge hændelsesforløbet og efterforskes af politiet.

Show HN: Nightwatch – a Mac menu-bar app that tells you when tonight is clear

https://raw.githubusercontent.com/rsutcliffe/nightwatch/main/docs/images/nightwatch-icon.png
Nightwatch is a macOS app that provides astronomy information, including clear sky forecasts, target suggestions, and alerts for optimal viewing conditions. It offers features such as customizable settings, favourites lists, and integration with other apps like Apple Maps.

Anthropic reported diary entry to police, woman faces felony charge

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A Florida woman is facing felony charges after using a chatbot to write a threatening message, which was reported to police by the company's safety systems. The incident highlights the need for users to think carefully before sharing sensitive information with AI-powered tools.

Norway Eyes Partial Ban of Smart Glasses

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Huawei and Qualcomm announce broad patent license agreement

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Huawei and Qualcomm agree on a multi-year patent license deal covering 5G, compute, AI, and networking. They also exchange patents in these areas.

One person is now a quorum at the SEC

https://images.ft.com/v3/image/raw/https%3A%2F%2Fbarrier-page-components.s3.eu-west-1.amazonaws.com%2Fassets%2Fimages%2Falphaville_hero_image.png?source=next-barrier-page
The Ankh-Morpork approach to US financial regulation

The designer lamps in my house

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The author shares their passion for designer lamps, showcasing 15 unique pieces from various designers and eras. They discuss the value of these lamps, which can be expensive but hold sentimental worth for them.

The technology to eradicate mosquito-borne disease exists

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The US is experiencing a resurgence of mosquito-borne diseases like dengue and malaria due to climate change, but new technologies offer solutions. Genetic engineering can suppress mosquitoes by releasing male mosquitoes that cannot survive or produce offspring with the gene.

Differences Between `Foldl` and `Foldr`

https://blog.haskell.org/images/haskell-opengraph.png
The difference between foldl and foldr lies in their associativity, with foldl being left-associated and foldr right-associated, impacting their behavior in strict and lazy languages. In strict languages, using foldl' ensures constant space consumption while using foldr can save work if the reducing function is lazy; however, this advantage disappears in lazy languages where both approaches ...

Beating the Compiler

The author wrote a fast interpreter for the Uxn CPU in assembly, achieving 10-20% speedup over the reference implementation. The compiler was optimized to store critical values in registers and use threaded code to eliminate a dispatch loop.

Greenvolt begins building 600 MW/2.4 GWh BESS in Poland

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Greenvolt Group is building a 600 MW/2.4 GWh battery energy storage system in Poland, with commercial operations expected by the end of 2027. The project will support the integration of wind and solar power, improving system flexibility and balancing supply and demand.

Mold Linker Version 3.0.0 Release – Rewritten in Rust

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mold 3.0.0 is a new major release of the high-speed linker, rewritten from C++ to Rust and aiming to close compatibility gaps with GNU ld. The release includes bug fixes and improvements for various target architectures and options.

Pixel 11 doesn't yet meet the GrapheneOS security standards and may be skipped

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2026 Nobel Prize in Physiology or Medicine: Deisseroth, Hegemann, Nagel

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The Nobel Prize in Physiology or Medicine 2026 was awarded to Karl Deisseroth, Peter Hegemann and Georg Nagel for their discoveries concerning light-gated ion channels and optogenetics. The award is recognized on the official Nobel Prize website.

US closely monitoring case of lab worker who possibly died of plague in Siberia

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US Secretary of State Marco Rubio is monitoring a Russian laboratory worker's death amid uncertainty over the cause, with some reports suggesting she may have been infected after an accident at a plague research institute. Several hospitals in eastern Russia have been placed under quarantine as precautionary measures are taken.

Martian chaos terrain

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Mars' chaotic terrain is formed by massive floods of water, with evidence suggesting that it occurred 2-3 billion years ago. The terrain features irregular blocks and valleys carved out by these floods.

Hot Flashing Guide Rev. 2.0 (2004)

In the wake of Tippett Studios’ closure, a digital archive appears online

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A digital archive of Phil Tippett's stop motion work and memorabilia from now-closed Tippett Studios has been made available online. The archive, uploaded by an anonymous donor, includes rare behind-the-scenes images and footage from classic films like Star Wars and RoboCop.

Mystery Function

https://codeset.ai/function/opengraph-image?d13d3dafc2d69ae3
A daily puzzle. Figure out the hidden function in seven rows.

A browser-native classic Visual Basic VB6 IDE

Independent browser-native Visual Basic style IDE, runtime, form designer and single-file HTML compiler.

We ported the original Doom to SQL

https://cedardb.com/blog/sqldoom/gib.webp
The author successfully ported the original 1993 Doom game logic and renderer to SQL, achieving a frame rate of around 35 FPS on their laptop. The game loop runs at the same speed as the original, while the renderer produces frames at up to 60 Hz.

The Tao of Backup

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A novice wanted to learn the Tao of Backup. The master said: To become enlightened, you must master the seven heads of Backup. He who knows the heads will keep all his data forever.