A recent incident involved a local IT firm, Flagstream Technologies, where their client's domain name, which had been used for 27 years, was suddenly seized by GoDaddy without warning. This resulted in the client's website and email services going offline for four days. The domain was protected with two-factor authentication and ownership protection, yet it was transferred by an internal GoDaddy user without proper validation.

After numerous calls and emails to GoDaddy, Flagstream was told that the matter was closed and the domain belonged to someone else. Frustrated, they began the laborious process of migrating to a new domain, which would involve significant costs and complications.

Eventually, a stranger named Susan, who had accidentally received the domain in her GoDaddy account, recognized the mistake and helped return it to its rightful owner. This situation raised serious concerns about GoDaddy's security protocols, as the transfer was approved without any required documentation from the new account holder.

The incident highlighted flaws in GoDaddy's customer service and dispute resolution processes, prompting calls for an internal review of their transfer procedures. Flagstream now considers moving all their domains away from GoDaddy to avoid similar risks in the future.

Dillo 3.3.0 Release Summary

Release Date: April 26, 2026

The Dillo 3.3.0 update introduces new features, configuration options, and bug fixes, including experimental support for FLTK 1.4.

Key Features:

1. Control via UNIX Socket:

   • A new command-line tool, dilloc, allows users to control Dillo directly. Commands include:
     • ping, reload, open URL, quit, and more.
   • Each command returns a success or error status.

2. Page Actions:

   • Users can run custom commands from the page menu (right-click).
   • Examples include refreshing a page while mimicking Chrome or applying specific fixes based on criteria.

3. Experimental FLTK 1.4 Support:

   • Users can build Dillo with FLTK 1.4.0 or higher using a special configuration flag.
   • Caution: This version may have visual glitches, so it shouldn't be the default for all users.

4. OAuth Login Fix:

   • Dillo now allows cookies from redirection responses to support OAuth logins while maintaining privacy.

Additional Changes:

• Added optional support for brotli encoding.
• Improved keyboard shortcuts and mouse navigation.
• Introduced new cache and shortcut pages.
• Enhanced handling of images and form submissions.

Download:

• The release can be downloaded from the official Dillo server.

Note:

• The Dillo project has moved from GitHub to its own server, with repositories also available on Codeberg and SourceHut.

For detailed changes, refer to the ChangeLog.

Summary of the Linux 7.0 Progress Report

Linux 7.0 has arrived after nearly three years of development. The Asahi Installer has been updated after two years, streamlining the process of releasing new versions. The installer now offers a UEFI-only installation option to help users boot from live media.

Recent updates included automating the installation process with GitHub workflows, which simplifies future updates. The latest version, 0.8.0, supports the Mac Pro and introduces a firmware update mode.

Key improvements include:

• Ambient Light Sensors (ALS): The Asahi Installer can now automatically gather necessary firmware for ALS during installation and allow for easy firmware updates later.
• Idle Power Consumption: Drivers for the Power Management Processor (PMP) have been improved, reducing idle power consumption by about 20%.
• Bluetooth Stability: Enhanced Bluetooth stack support has resolved audio dropouts during Bluetooth scans.
• Variable Refresh Rate (VRR): Progress has been made on supporting VRR for displays, although full integration with user interfaces remains a work in progress.
• Audio Stack Improvements: New drivers for audio components are being developed, including support for a wider range of audio sample rates.

Additionally, work on supporting M3 machines is underway, with new hardware features being integrated. The upcoming Fedora Asahi Remix 44 is scheduled for release soon, featuring a new setup experience and transitioning users to upstream graphics packages.

The team continues to appreciate support from the community through donations and sponsorships.

Summary of the "Clay PCB" Tutorial

The "Clay PCB" project focuses on creating printed circuit boards (PCBs) using sustainable materials, specifically natural clay. This initiative aims to address environmental and ethical concerns related to electronic hardware, which often contains conflict minerals.

Key points include:

1. Ethical Hardware: The project seeks to develop eco-friendly hardware using locally sourced materials that are non-toxic and fair-trade.

2. Material Choice: The team decided to use porcelain, a type of ceramic, for its electronic properties. They learned traditional firing techniques from a local pottery expert to minimize energy use.

3. Clay Preparation: The clay is collected, cleaned, mixed with water, and shaped using a hexagon tile cutter. The aim is to create flat, printable surfaces for the PCB.

4. Circuit Imprinting: A 3D-printed stamp is used to imprint circuit designs into the clay, which is then dried naturally or over a fire.

5. Painting the Circuit: Conductive paint made from waste silver is applied to the imprinted circuits, requiring careful application to avoid short circuits.

6. Firing Process: The boards are fired using a simple wood fire, reaching temperatures of around 700°C to harden the clay.

7. Open Source: The project is open-sourced, providing resources and instructions for others to replicate the process, including programming and soldering components available on GitHub.

Overall, the project combines art, technology, and sustainability to promote innovative and responsible hardware practices.

No summary available.

The text appears to be from a commentary track for "Zork 1," a classic text-based adventure game. It welcomes listeners to the commentary, which likely provides insights or background information about the game.

Summary of Statecharts

A statechart is a visual tool used to represent complex systems, essentially an advanced version of a state machine. It helps software engineers manage complexity by providing a clearer understanding of system behavior and improving code organization.

Key Benefits of Statecharts:

• Easier to understand than traditional code.
• Behavior is separate from the components, making changes and testing simpler.
• Encourages thorough exploration of states, leading to fewer bugs.
• Effective in handling exceptional situations and scales well with complexity.
• Clear communication tool for both developers and non-developers.

Drawbacks of Statecharts:

• Requires programmers to learn new concepts, which may meet resistance.
• Can increase code size with smaller statecharts.
• Limited awareness among developers and the "You Aren't Gonna Need It" (YAGNI) mindset can hinder adoption.

Using Statecharts:

• SCXML (Statechart XML) is a standardized format for statecharts, offering tools for reading and executing them.
• Libraries exist for various platforms to support statechart implementation.

Executable Statecharts:

• They allow for a direct link between the statechart and the actual code, reducing translation errors and keeping diagrams synchronized.
• However, they can become complex and may have limited tools and type safety issues.

Community and Resources: Developers are encouraged to engage with the community through platforms like Gitter and GitHub for support and to share resources related to statecharts. Additional materials and concepts related to statecharts are also available for further learning.

No summary available.

Summary of "Engineering Thermodynamics"

"Engineering Thermodynamics" is a comprehensive textbook by Olivier Cleynen designed for university students and future engineers. It is available for free download and includes solved examples, problems, and practical applications.

Key Features:

• Format Options: Available as a free PDF (330 pages, 40 MB), a paid PDF (€2), or a printed book (€49).
• Content: The book covers fundamental concepts of thermodynamics, including energy, work, heat, and temperature. It progresses through topics like closed and open systems, ideal gases, thermodynamic cycles, and entropy.
• Learning Tools: Includes 96 problems with solutions and 59 solved examples with detailed explanations.
• Historical Context: Provides insights into the historical development of thermodynamic concepts.

Target Audience: Aimed at engineering students seeking to understand the principles behind engines and refrigeration systems.

Author Background: Dr. Olivier Cleynen has 15 years of teaching experience and specializes in fluid mechanics.

Open Educational Resource: The book is licensed under Creative Commons, allowing users to download, share, and remix the content freely.

Feedback and Support: Readers are encouraged to cite the book, share it, and leave reviews to support the author.

Updates: Subscribers can receive updates about the book through a newsletter.

I'm unable to access external links directly. However, if you provide the text or main points from the content you want summarized, I'd be happy to help simplify and summarize it for you!

The text questions whether a company should follow customer expectations to break the law. It uses the example of banks and money laundering regulations to highlight that it's not acceptable to comply with illegal requests, even if customers want it.

The author discusses their experience creating a hobby project using Ruby on Rails, which generated interest and traffic after being featured on discussion sites like Hacker News. However, they soon noticed unusual bot activity targeting their website, particularly specific pages. This led to the alarming discovery of several near-identical copies of their application, seemingly created shortly after their article gained attention.

The author emphasizes that while they didn’t invent the concept of organizing bands, the clones were too similar to be coincidental. These clones often featured generic content, stock images, and suspicious testimonials, raising concerns about their legitimacy. The author explores how AI technology has made it easier for anyone to create such copies, often with little effort, leading to an overwhelming number of low-quality apps in various niche communities.

The author reflects on the depressing nature of this trend, likening it to "late-stage capitalism," where original ideas can be quickly replicated and commercialized. They express nostalgia for the old web and uncertainty about potential solutions to this problem, acknowledging that while AI can be a useful tool, it also enables unethical practices.

Overall, the text highlights the challenges of originality and authenticity in the age of AI and easy cloning of digital content.

No summary available.

Summary: Turning a Gaussian Splat Into a Videogame

The article discusses how to create a playable video game using Gaussian Splatting, which produces realistic environments but lacks traditional game elements like walls and physics. The author, a software engineer, shares steps taken to build a demo game that addresses these issues.

Key Steps:

1. Download a Splat: Choose a downloadable scene from SuperSplat, which provides photorealistic environments.

2. Convert to Streamed Format: Use a tool called splat-transform to convert the splat into a streamed format, allowing for better performance on different devices.

3. Generate a Collision Mesh: Create a collision mesh that enables physics interactions using the same splat-transform tool.

4. Bake Lighting: Use a grid of probes to capture the light levels in the environment, allowing dynamic objects to reflect the scene's lighting.

5. Development Environment: Use the PlayCanvas VS Code extension for efficient coding and testing.

6. Version Control: Implement version control with PlayCanvas and GitHub for easy project management.

7. Create a Navmesh: Generate a navigation mesh for NPC pathfinding using the collision mesh.

8. NPC Behavior: Implement AI for NPCs using behavior trees and personality traits to create varied and interesting character behavior.

The entire setup is open source and can be adapted for personal projects. The author encourages readers to try the demo and join the community for further collaboration and ideas.

Summary of GitHub Community Discussion

Issue: Links to issues in some GitHub repositories have started opening in a popup overlay instead of navigating directly to the issue page. This change has caused frustration among users as it disrupts their workflow and reduces productivity.

User Concerns:

• Many users feel that this new behavior is annoying and non-standard, as clicking a link typically should lead to the linked page.
• Some users reported that popups hinder their ability to work efficiently, especially those using assistive technologies or multiple screens.
• There are requests for an option to disable this feature, allowing users to choose their preferred behavior.

Response from GitHub:

• A GitHub staff member acknowledged the feedback, stating that the popup feature was an experiment intended to improve load times for links across repositories. They confirmed plans to revert this change due to the negative feedback received.

Overall Sentiment: Users are largely opposed to the popup feature, emphasizing the need for traditional link behavior and expressing appreciation for GitHub's responsiveness to community feedback. Many hope for future features to have opt-in options for better user control.

MIT researchers have discovered that rice seeds germinate faster when exposed to the sound of rain. In their experiments, the sound vibrations from falling droplets helped awaken dormant seeds, causing them to sprout 30 to 40 percent quicker than those not exposed to these sounds.

The study suggests that the sound waves from raindrops create vibrations in water that dislodge tiny gravity-sensing structures in the seeds, known as statoliths. When these statoliths are jostled, it signals the seeds to grow. This research provides the first direct evidence that seeds can sense sounds in nature, potentially aiding their survival by enabling them to respond to rain signals.

The findings indicate that seeds closer to the surface can detect rain sounds better, allowing them to grow more effectively. The study highlights the evolutionary advantage for seeds that can sense rain, as it helps them optimize their depth for moisture absorption. Overall, this research sheds light on how plants interact with their environment using sound.

The 'Headspace' app has been appearing on my iPhone 13 Pro every day at around 1pm EST for the past three days, even though I have automatic downloads turned off and my iOS is up to date. I found similar reports on Reddit from other users with iPhones 12 and 17, so it's not just happening to me or one specific device. I'm wondering if anyone else is experiencing this and if anyone knows why it's happening.

Summary of USB Cheat Sheet

Fabien Sanglard created a USB cheat sheet to clarify USB terminology after encountering a misunderstanding. Here are the key points:

1. USB Versions and Speeds:

   • USB 1.1: 12 Mbps (1.5 MiB/s)
   • USB 2.0: 480 Mbps (60 MiB/s)
   • USB 3.0/3.1/3.2:
     • SuperSpeed USB: 5 Gbps (625 MiB/s)
     • SuperSpeedPlus USB: 10 Gbps (1250 MiB/s)
     • SuperSpeedPlus USB: 20 Gbps (2500 MiB/s)
   • USB4: 20 Gbps and 40 Gbps options, with respective speeds of 2500 MiB/s and 5000 MiB/s.

2. Cables and Wires:

   • USB cables can have 4, 8, or 12 wires, which determine the number of data lanes they support.
   • USB Type-C has 12 wires and supports two lanes for better performance.

3. Charging Specifications:

   • USB 2.0: 5V, 500mA (2.5W)
   • USB 3.0/3.1: 5V, 900mA (4.5W)
   • USB-C can provide up to 240W with Power Delivery.

4. Generational Naming and Speed:

   • USB versions are labeled with generations and lanes (e.g., USB 3.2 Gen 1x1) which indicate their speed capabilities.

This cheat sheet serves as a quick reference to understand USB specifications and functionalities.

Summary of "Raiders of the Lost Hard Drive" at FOSDEM 2025

• Event Details:

  • Track: Retrocomputing
  • Room: UB4.136
  • Date: Sunday
  • Time: 15:20 - 15:35

• Overview:

  • The talk focuses on the Commodore C900, a budget Unix workstation introduced in 1984 but canceled after Commodore acquired the Amiga. Only a few prototypes exist today.

• Speaker: Michal Pleban

• Content:

  • The speaker shares their experience of restoring a C900 prototype that had no working power supply, monitor, or keyboard, and a hard drive that showed an error.
  • The restoration process involved:
    • Disassembling the Z8000 BIOS
    • Reverse-engineering the keyboard interface
    • Understanding the hard disk's low-level format
  • After successfully reviving the machine, the speaker also assisted two other owners with similar issues.

• Additional Resources:

  • Video recordings are available in different formats.
  • A chat room for discussion is provided.

The article discusses the declining ability of Western industries, particularly defense and software, to produce critical products due to workforce shortages and knowledge loss.

Key points include:

1. Aging Workforce: Companies like Raytheon had to bring back retired engineers to restart Stinger missile production because younger workers lacked the necessary skills and knowledge.

2. Production Challenges: The EU's promise to deliver one million artillery shells to Ukraine was unrealistic, as European capacity was far lower than claimed. Many factories had been shut down or lacked the necessary infrastructure.

3. Consolidation Consequences: The defense sector has seen massive consolidation, reducing the number of contractors and workforce significantly, leading to vulnerabilities in the supply chain.

4. Knowledge Loss: Historical examples, such as the inability to reproduce a nuclear material called Fogbank due to the retirement of skilled workers, highlight the dangers of losing expertise.

5. Software Industry Issues: Similar patterns are emerging in software development, where reliance on AI is reducing the hiring of junior developers. Experienced engineers are needed, but they are not being cultivated.

6. Future Concerns: Without addressing these gaps, industries risk facing severe shortages of skilled workers who can manage complex systems, leading to crises similar to those already seen in defense.

Overall, the text warns that both the defense and software sectors are risking future capabilities by underestimating the importance of developing and maintaining skilled workforces.

Summary of GnuPG 2.5.19 Release Announcement

GnuPG has released version 2.5.19, which includes new features and bug fixes. Key highlights are:

• New Features:

  • Improved support for 64-bit Windows.
  • Introduction of Kyber, a new encryption algorithm.
  • New command options for better functionality.

• Bug Fixes:

  • Resolved various issues related to key management and certificate handling.

• Compatibility: This new version is fully compatible with earlier versions. Users are encouraged to update before the older version 2.4 reaches its end-of-life in two months.

• Getting Started: GnuPG can be downloaded from the official website, and there are instructions for various operating systems.

• Documentation and Support: Comprehensive manuals and support resources are available online.

GnuPG is a free software tool for data encryption and signing, adhering to OpenPGP and S/MIME standards, and it allows for secure communication and data management.

For more details and to download the software, visit GnuPG's official site.

The text discusses a hypothetical scenario where people must choose between pressing a blue button or a red button. If more than 50% select blue, everyone survives; otherwise, only those who pressed red survive. The author argues that it is immoral to encourage pressing the blue button.

Key points include:

1. Outcomes: The worst outcome is if just under 50% choose blue, leading to many deaths. The best outcomes are if no one chooses blue or if more than 50% do.

2. Predictions: People’s decisions depend on their predictions about what others will choose. The author believes most people will prioritize their own lives and the lives of loved ones, making it unlikely that more than 50% will choose blue.

3. Poll Results: The author notes that even a slight majority choosing blue in a poll does not reflect real-life decisions where lives are at stake. People may respond differently when they feel safe and comfortable.

4. Decision-Making: The author suggests that if someone believes there’s even a small chance (<50%) that more than half won't choose blue, it would be irresponsible to recommend choosing blue to a loved one.

5. Alternative Framing: The author presents a more violent scenario to illustrate the same choice: if people are given guns that could jam (representing the blue button), it feels more immoral to encourage someone to take that risk.

6. Counterargument: Some may argue that encouraging blue could save lives since not everyone acts rationally. However, the author believes that the reality of human behavior means it is more likely people will choose to protect themselves and others by selecting red.

In conclusion, the author believes that encouraging people to press blue is dangerous and that more lives would be saved by promoting the red option.

Summary of "Flickr: The First and Last Great Photo Platform"

Flickr, launched in 2004, was one of the first platforms for sharing photos online and continues to be highly regarded. Despite some criticisms about its pricing and calls for major updates, its approach of making gradual improvements instead of chasing trends has been beneficial.

In 2026, Flickr remains primarily a photo-sharing site, focusing on community and organization rather than video content. It features specialized groups for various photography interests and offers robust tagging and metadata options, making it easier for users to manage their vast photo libraries.

Flickr Pro, while more expensive than some alternatives, provides significant advantages, including unlimited storage, an ad-free experience, and detailed analytics. Benefits extend to discounts on photography-related services and gear.

Despite some technical issues and a quieter community compared to the past, Flickr fosters active discussions and real-world events, maintaining a strong sense of community. SmugMug, which acquired Flickr in 2018, aims to preserve and enhance the platform without compromising user privacy.

Overall, Flickr continues to be a top choice for photography enthusiasts seeking a dedicated space for sharing and discovering quality photography, emphasizing user ownership and community engagement.

Mahjong Overview

Mahjong is a tile-based game with a set of 136 tiles, featuring 34 unique designs. The game includes three suits (Characters, Bamboo, and Dots) and honor tiles (Winds and Dragons).

Winning the Game To win, players need a hand of 14 tiles consisting of 4 sets (either a chow, pung, or kong) and 1 pair (the "eyes"). Players always hold 13 tiles and win by completing their hand with a 14th tile.

Drawing Tiles Before the game starts, the tiles are arranged in a wall. Players take turns drawing tiles from this wall. The dealer is determined by a dice roll, and the deal rotates among players after a win.

Valid Moves On each turn, players can draw a tile and must discard one. They can also claim discarded tiles from other players to complete their sets. The game continues until a player wins or the wall runs out of tiles.

This summary simplifies the game's structure, focusing on its main elements: the tiles, winning conditions, drawing tiles, and turn actions.

Summary of mine IDE for Coalton and Common Lisp

mine is a new Integrated Development Environment (IDE) designed to make programming in Coalton and Common Lisp easier. It is a complete application that allows users to quickly start coding and debugging without complicated setups. Key features include:

• Hot-reloading and on-the-fly debugging for interactive coding.
• Inline diagnostics, an integrated debugger, jump-to-definition, autocomplete, and real-time function displays.
• Syntax highlighting, auto-indentation, and structural editing.
• Easy project setup and built-in support for Quicklisp.

mine aims to be beginner-friendly, using familiar keybindings (like Ctrl+c and Ctrl+v) and a straightforward interface. It is not customizable or extensible and does not support other languages or editing philosophies like Emacs.

The IDE addresses the common issue of complexity in setting up Coalton and Common Lisp environments, making it accessible for newcomers without prior experience in Emacs or other tools. While mine has undergone thorough testing, it is still in alpha and may have bugs and missing features. The developers aim to release a more polished version in the future.

Overall, mine is tailored specifically for Coalton and Common Lisp, offering a simple way for both beginners and experienced programmers to work in these languages.

Summary of Floating Point Numbers

Floating point numbers are commonly used in computing but can be confusing. This article aims to clarify their workings. It introduces a website, float.exposed, designed to help users understand and inspect floating point numbers.

Key Concepts:

1. Definition: Floating point numbers typically follow the IEEE 754 standard, which includes formats like binary16 (half), binary32 (float), and binary64 (double).

2. Number Representation:

   • Decimal Numbers: Use scientific notation to simplify representation, e.g., 327.849 becomes 3.27849 × 10^2.
   • Binary Numbers: Follow similar rules but in base-2. For example, 1001.0101 in binary represents a decimal value of 9.3125.

3. Floating Point Structure: They consist of:

   • A sign bit (positive or negative).
   • A significand (the main part of the number).
   • An exponent (indicates the scale of the number).

4. Precision and Limitations: Different types (like float and double) have varying significand lengths and exponent ranges, which can affect the accuracy of certain decimal values. For example, 0.2 cannot be precisely represented in binary.

5. Special Values:

   • Zero: Positive and negative zero are represented distinctly.
   • Infinity: Results from dividing by zero or from numbers too large for representation.
   • NaN (Not a Number): Arises from undefined operations, such as 0/0.

6. Subnormals: Allow representation of numbers smaller than the smallest normal float, but with reduced precision.

7. Conversion: Converting between types can change values, especially from a larger type to a smaller type, potentially causing loss of precision.

8. Printing: Standard formatting can lose precision, so using hexadecimal representation can maintain the exact value more accurately.

9. Exact Representation: Each floating point number has a precise decimal form, even if it’s complex.

Conclusion: Understanding floating point numbers can enhance programming accuracy and efficiency. Resources are available for further exploration of their intricacies. The article encourages readers to delve deeper into this fascinating topic.

On April 22, 2026, OpenAI announced the release of the OpenAI Privacy Filter, a model designed to detect and mask personally identifiable information (PII) in text. This tool aims to help developers incorporate strong privacy protections into their applications easily.

Key features of the Privacy Filter include:

• Local Processing: The model runs on local machines, allowing PII to be masked without sending data to external servers, enhancing security.
• Context-Aware Detection: Unlike traditional tools that rely on fixed patterns, Privacy Filter uses advanced language understanding to detect subtle PII based on context.
• Broad Applicability: It identifies various types of personal data, such as names, email addresses, phone numbers, and account numbers.

The Privacy Filter is efficient, processing long texts in a single pass, and supports up to 128,000 tokens. It has demonstrated high performance on benchmarks, achieving a 97.43% F1 score in its evaluations.

OpenAI developed the model through a multi-step process, including creating a privacy taxonomy, adapting a pretrained language model, and training on diverse datasets.

While the Privacy Filter enhances privacy, it is not a complete anonymization tool and should be part of a broader privacy strategy. It can make mistakes, especially in high-stakes contexts, so human oversight is still essential.

The model is available for developers to experiment with and customize under an open-source license, along with extensive documentation to guide its use and limitations. OpenAI seeks feedback from the community to improve the model further.

Summary:

In a recent project, the author used AI coding tools to help complete a long-neglected personal project that connects YouTube Music to OpenSubsonic, a music streaming API. Initially, the author had started this project but didn’t finish it due to life's demands, similar to the Japanese term "Tsundoku," which refers to unread books piling up.

The author set up a coding environment with necessary dependencies and guidelines for the AI tool, Claude Code. They prompted Claude to implement the project step by step, correcting mistakes along the way. The process involved creating an API server, handling various endpoints, and ensuring functionality like song streaming. They successfully built a working service called "Sub-standard" within a short time.

While the author is cautious about over-relying on AI tools and values personal growth through challenging projects, they recognize that using AI can help realize ideas that might otherwise remain unfinished. They emphasize the importance of balancing personal projects that foster learning with projects that fulfill existing needs.

Summary

Role Overview: This position is not about traditional market research. Instead, it focuses on a continuous cycle of analyzing the market, identifying signals, understanding implications, making decisions, and delivering products. The goal is to align Terra's roadmap and go-to-market strategy with the best opportunities in AI and health.

Key Responsibilities:

• Engage with Users: Talk to various professionals (founders, PMs, engineers) in the health data and AI space to understand their needs and challenges.
• Segment the Market: Break down the market into specific, actionable areas, such as AI tools for health decisions, and assess their potential.
• Analyze Product Patterns: Use Terra's internal data to identify emerging product trends and suggest improvements.
• Be Active in Communities: Participate in relevant online spaces (like GitHub and health forums) to uncover new ideas and insights.
• Guide the Team: Provide clear direction on product priorities and marketing strategies based on your findings.
• Create Clear Artifacts: Produce concise documents or presentations to communicate ideas effectively.

Ideal Candidate Traits:

• You focus on practical, real-world user experiences rather than abstract concepts.
• You prefer being a pioneer over seeking consensus.
• You think critically about systems and understand the interplay of products, data, and incentives.
• You are proactive, ready to make decisions without waiting for excessive data.
• You can communicate complex ideas clearly and are comfortable challenging assumptions.

Qualifications:

• Experience in product strategy or market research, particularly in AI or health.
• Ability to demonstrate impactful work that influenced product decisions.
• Willingness to engage directly with founders and voice differing opinions when necessary.

In this article, Ffreuer Bristow explores a strategy for winning Tetris by choosing blocks for your opponent. The challenge is to make your skilled friend lose by selecting the pieces they must play.

Tetris features seven types of blocks, and the objective is to prevent them from stacking to the top of the playfield. Bristow explains that if you choose blocks randomly, you could potentially force your friend to lose, especially by selecting alternating S and Z blocks. This strategy creates a situation where your friend will inevitably have to place a block in a way that creates holes, leading to game over.

The article outlines that the maximum number of alternating S and Z blocks before a hole appears is 240, and the game can have up to 290 holes without resulting in a loss. This means that you can force your friend to lose within 69,600 blocks, well below the 100,000 needed for them to win.

Additionally, while the chance of getting this block sequence in a short game is low, in an infinite game, every possible sequence will eventually occur. However, in regular Tetris, as block speed increases, mistakes become more likely, making it easier for your friend to lose due to pressure rather than reaching the theoretical limit.

In conclusion, if you want to win against a skilled Tetris player, use the strategy of alternating S and Z blocks, and remember that the game's increasing speed will likely lead to mistakes before reaching the theoretical limits.

Summary of the Free Universal Construction Kit by F.A.T. Lab

The Free Art and Technology (F.A.T.) Lab created the Free Universal Construction Kit, which consists of about 80 adapter pieces that allow children to connect ten popular building toy brands, including Lego and Tinkertoys. This kit promotes creativity by enabling kids to combine different toys in new ways.

Key Points:

1. Purpose: The kit encourages imaginative play and helps maintain the value of toys as children grow older by allowing interoperability among different toy systems.

2. Adapters: The adapters can be downloaded in 3D model format from sites like Thingiverse and can be printed using personal 3D printers.

3. Motivation: The initiative was inspired by the desire for children to connect their toys creatively, a possibility made feasible by advances in 3D printing.

4. Legal Aspects: The kit is offered under a Creative Commons license that prohibits commercial use but allows for personal reproduction, emphasizing fair use for non-commercial purposes.

5. Community Focus: The project aims to encourage grassroots creativity and challenge the limitations set by commercial toy manufacturers.

Overall, the Free Universal Construction Kit represents a shift towards more collaborative and open-ended play experiences for children, empowering them to explore new creative possibilities with their toys.

Summary of "Shall We Play a Game?" by Jon Peterson:

Jon Peterson, a historian of wargames and tabletop role-playing games (RPGs), discusses the evolution of these games from their origins in military strategy to modern gaming. Key points include:

1. Historical Roots: Wargames trace back to the Indian game chaturanga, which influenced chess and, subsequently, modern wargames. Early European adaptations were seen as tools for learning statecraft.

2. Development of Wargaming: In the late 18th century, Johann Hellwig proposed games to teach military officers. Georg Venturini introduced scaled maps to represent realistic distances, leading to the creation of the first modern wargame, Kriegsspiel, by the Reisswitz family in the early 1800s.

3. Kriegsspiel's Impact: This game allowed for realistic military simulations using dice and referees, marking a shift from chess-like movements to more complex strategies. It gained popularity in Prussia, especially during the rise of Napoleon.

4. Military and Gaming Evolution: Wargames influenced military strategies, but their effectiveness is hard to quantify. The introduction of probabilistic thinking and technology in gaming reflected the changing nature of warfare.

5. Shift to Political Games: Over time, games like Diplomacy emerged, focusing on political maneuvering rather than direct combat. This shift reflected the realities of nuclear warfare and required players to engage in negotiation and strategy.

6. Enduring Themes: Many foundational elements of modern RPGs were present in early wargames. Today, debates continue about player agency versus rule adherence, echoing discussions from the 19th century.

7. Future of Gaming: The evolution of technology will continue to shape wargames and RPGs. While progress can be seen in terms of refinement, the quest for a perfect game remains elusive.

Overall, Peterson highlights how the history of wargaming reflects broader societal and technological changes while maintaining core principles that persist in modern gaming.

Summary of "Inside the Super Nintendo Cartridges"

The Super Nintendo (SNES) cartridges contained more than just game data; they included various components like copy protection chips, SRAM for saving game data, and special processors for enhancing gameplay.

1. CIC Chip: This chip protects against unauthorized games. Some games, like "Super 3D Noah's Ark," lack a CIC and require an official cartridge to play.

2. ROM Size: The games' sizes were measured in bits rather than bytes. For example, "Star Ocean" is the largest at 48Mb, while "Super Mario World" is only 4Mb.

3. SRAM: Some games allowed players to save their progress using a battery-powered SRAM chip that conserved energy when the console was off.

4. Enhancement Processors: These chips improved game performance and capabilities:

   • Super FX: Used in "Star Fox" for enhanced graphics.
   • SA-1: A faster processor that improved gameplay and allowed simultaneous processing of tasks.
   • CX4: Supported 3D graphics in games like "Mega Man X2."
   • DD1: Decompressed graphics on-the-fly for "Street Fighter Alpha 2."
   • DSP Chips: Enhanced performance for titles like "Super Mario Kart" by handling complex calculations.

5. Community Efforts: Enthusiasts have worked on modifying games to improve performance and fix slowdowns, showcasing the capabilities of these enhancement processors.

6. Emulation Challenges: Some games were difficult to emulate due to the unique features of these chips, requiring extensive reverse engineering.

Overall, the SNES cartridges were complex devices that allowed for advanced gaming experiences, with a wide range of technology integrated into them.

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The Joy of Folding Bikes - Summary

The author shares their love for folding bikes, specifically their Brompton, which they wish they had years ago. After starting to cycle in London 12 years ago, they found traditional bike rentals cumbersome and decided to invest in a folding bike, which they could afford through a payment plan.

Key benefits of folding bikes include:

• Easy to store and transport; the bike can be carried with one hand.
• Convenient for commuting, as it can be taken on trains and fit in car boots.
• No issues with flat tires, especially with puncture-proof tires.
• Provides security against theft since it can be taken indoors.

The author highlights the economic advantages, noting that the cost of parking at train stations can justify the bike's price over time. They appreciate the freedom and exercise that cycling provides. They also recommend a cycling app for safer routes in London. Overall, the author encourages others to consider folding bikes for their convenience and practicality.

Maine Governor Janet Mills has vetoed a bill that aimed to temporarily stop new data centers from being built until November 2027. This bill would have created the first statewide pause on data center construction and established a council to study the issue.

As public concern over data centers grows, other states like New York are considering similar pauses. In her letter explaining the veto, Mills indicated she would have supported the bill if it had exempted a specific data center project in the Town of Jay that has strong local backing.

The bill's sponsor, Representative Melanie Sachs, expressed that the veto could negatively impact electricity rates, the electric grid, the environment, and the future of energy in Maine.

The author discusses how they have organized their .config folder to create a straightforward install file for easily transferring their setup to new machines. They reflect on their experiences with tmux, neovim, and terminal interfaces, emphasizing their early coding adventures and the importance of backing up config files on GitHub.

Initially feeling anxious about the rise of AI in development, the author now aims to adapt to new tools while avoiding lock-in with specific AI providers. This led them back to using neovim and OpenCode, prompting a complete overhaul of their configurations.

To manage their setup efficiently, they utilized a .gitignore file to focus only on essential files, preventing unnecessary clutter and forcing intentionality in their workflow. The author appreciates the terminal environment for its distraction-free nature and hopes their new configuration will eventually enhance their professional work.

They invite readers to try their personalized setup through a provided command, noting that it may require adjustments. Overall, the author enjoys refining their coding tools and believes that engaging closely with their setup will benefit their career.

This text discusses the challenges that agentic AI systems pose to traditional database architecture. It highlights an implicit contract that has guided database design for decades, which assumed that queries were authored by humans, writes were intentional, and connections were brief. However, with the rise of AI agents, these assumptions no longer hold true.

Key points include:

1. Changing Assumptions: AI agents generate queries autonomously, which can lead to unexpected database interactions. This means traditional database designs, which were based on human behavior, need to be reevaluated.

2. Defensive Practices:

   • Set Statement Timeouts: Implement time limits for queries to prevent agents from causing long-running processes unnoticed.
   • Soft Deletes: Instead of hard-deleting records, use soft deletes to retain data integrity and allow for easier debugging.
   • Append-only Logs: For critical data, create logs that only allow new entries, preserving the history of changes.
   • Idempotency Keys: Use unique identifiers for each operation to handle retries without duplicating writes.
   • Connection Pooling: Adjust connection pools to accommodate the longer and more complex connection patterns of AI agents.

3. Observability: Implementing detailed logging for queries generated by agents helps identify issues quickly, as traditional methods may fail to catch subtle errors made by AI.

4. Schema Design: The database schema should be clear and meaningful to ensure AI agents can generate accurate queries. Consider legacy systems and create views that enhance clarity.

5. Access Control: Limit database access for different agent types to minimize the impact of potential errors or misuse.

6. Proactive Measures: The article emphasizes the need to proactively design the data layer with these considerations in mind, treating the database as a defensive barrier that anticipates potential failures from AI agents.

In summary, as AI systems start to interact with databases in ways that deviate from traditional human-operated patterns, it is crucial to adapt database architectures to ensure safety, integrity, and observability in data management.

The text discusses the EU's approach to digital identities, highlighting the "Age Control" feature as a potential risk. This feature is compared to a "Trojan Horse," suggesting that while it may seem beneficial, it could lead to privacy concerns and unwanted surveillance. The article emphasizes the importance of careful consideration regarding such technologies to protect citizens' rights.

Summary of OpenBSD Stories: "Math is Hard"

When creating software for Unix, developers can usually rely on similar tools and system features across platforms. However, kernel development reveals significant differences between processor architectures, which can complicate programming.

An example is the VAX architecture, one of the oldest 32-bit architectures, known for its large instruction set but lacking in advanced features like out-of-order execution or caching. VAX handles exceptions simply, categorizing them as "traps" (non-recoverable errors) or "faults" (errors that can potentially be fixed).

A historical issue arose in 2002 when a bug was found in the way the VAX handled division by zero, causing processes to hang in an infinite loop if the SIGFPE (Floating-Point Exception) signal was ignored. Initially, VAX's architecture treated many arithmetic exceptions as traps, which meant the operating system didn't need to skip any instructions. However, as the architecture evolved, some exceptions became faults, necessitating changes in how the kernel handled these situations.

The developer Todd Miller and others worked on a solution, which involved creating a method to skip the offending instruction in the event of a fault. This fix required understanding the variable-length nature of VAX instructions, complicating the process.

After some development and feedback, a workable solution was implemented, which improved the handling of SIGFPE signals on VAX systems. This issue had persisted since the architecture's inception, largely because few programs ignored SIGFPE, leading to the assumption that it wasn't a significant problem.

Ultimately, the updates made the VAX architecture compatible with modern programming practices, resolving a long-standing issue in the OpenBSD system.

The text discusses the challenges of assessing the quality of knowledge work, particularly in the context of using large language models (LLMs).

Key points include:

1. Quality Assessment Issues: It's difficult to determine if a report or work is good without reviewing it thoroughly. Surface-level issues, like typos or incorrect data, can lead to dismissing the entire work.

2. Proxy Measures: People often rely on superficial quality as a proxy for the actual value of the work because it's easier to assess. This reliance can lead to misaligned incentives.

3. Impact of LLMs: LLMs can produce text that appears high-quality but may lack real substance or accuracy. This creates a situation where the appearance of quality is prioritized over actual content quality.

4. Work Rituals: The use of LLMs in tasks such as report writing or code reviews can perpetuate a cycle where work is not genuinely evaluated, leading to a simulacrum of knowledge work.

5. Goodhart's Law: As organizations focus more on measurable outputs (like the surface quality), they risk optimizing for the wrong goals, resulting in a decline in the actual quality of work.

In summary, the text highlights the pitfalls of evaluating knowledge work based on superficial qualities and the challenges introduced by LLMs, suggesting that this could lead to a decline in meaningful output.

The National Diet Library Digital Collection is a service that allows users to search and view digital materials collected and preserved by the National Diet Library of Japan. It provides access to various items, including artworks and historical documents. Users can adjust images, search for text within the materials, and download files in different formats. The collection includes notable works, such as those by artist Katsushika Hokusai. The website uses cookies for functionality and analytics, with user consent required for their use.

On December 9, 2019, the author shared their experience of transforming a Nintendo Switch (referred to as NX) into a network switch. They began this project after realizing the NX's docking station has USB-A ports, which could support a network switch.

Starting with software, the author installed switchroot Ubuntu on the Switch by flashing an image to an SD card. After booting it up, they connected a USB Ethernet dongle, but initially, it did not appear in the system. After troubleshooting and re-compiling the kernel without success, they discovered an updates folder for switchroot. By updating the system, the Ethernet dongle was recognized.

Once the dongles were working, the author configured the network bridge using simple commands. They connected one dongle to their LAN and the other to a test computer, successfully running a speed test that showed speeds of up to 90 Mbps.

The author mentioned having more plans related to this project and invited readers to follow their Twitter for updates.

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Many top universities' websites are unintentionally serving explicit content due to poor management of their subdomains. Scammers have taken control of hundreds of outdated subdomains from institutions like UC Berkeley, Columbia, and Washington University.

The issue arises when universities create subdomains and fail to remove them after they are no longer in use. This oversight allows scammers to hijack these unused records. A researcher named Alex Shakhov highlighted that the decentralized nature of university IT management complicates tracking and cleaning up these subdomains.

To prevent this, organizations should maintain a list of all subdomains, regularly check for inactive ones, and remove any that are no longer needed. Despite Shakhov's warnings, only a few universities have addressed the problem so far, and some URLs still appear in Google search results.

JumpstartSignal (JSS) is a free daily stock screener that focuses on ESG (Environmental, Social, Governance) criteria. It was created by the author after experiencing losses with poor stock choices, prompting a desire to understand more systematic and long-term investment strategies.

Key points about JSS:

1. Methodology: The system has a clear and detailed methodology that is documented online. It uses a five-stage pipeline and has tested 54 individual signals and 1,836 combinations, ensuring that results are not overly tailored to specific time periods.

2. Case Studies: JSS shares various case studies highlighting both successful and unsuccessful stock picks. For example, it flagged NVIDIA numerous times since 2018 but also documented a -49% loss for a different stock, and explained why it never flagged Tesla despite evaluating it multiple times.

3. Signal Selection: A genetic algorithm was used to determine the importance of different signals while ensuring that the model works across different market conditions, avoiding overfitting to just one type of market trend.

Overall, JSS has shown significant success in backtests from 2012 to 2025, outperforming the SPY index by over 163%. Users can receive a daily watchlist via email, and all reports, results, and case studies are available for free without needing to sign up. The creator is open to questions regarding the system's methodology and results.

Summary of Passo.uno Overview:

Passo.uno is a platform focused on technical writing, featuring various sections such as posts, talks, and social media links. Users can choose different wallpapers and themes for a personalized experience.

Key functions include:

• Theme Application: Users can switch between light, dark, and fun themes, which are remembered in local storage.
• Wallpaper Selection: Users can select wallpapers that change the background of the page, also saved in local storage.
• Menu Navigation: The interface allows users to open and close menus, with features for hover and focus effects for better usability.

The platform contains a wealth of content related to technical writing, including articles, podcasts, and discussions on modern practices and tools in the field.

Overall, it aims to support and engage technical writers by providing helpful resources and fostering a community.

Summary of "What Async Promised and What it Delivered"

Asynchronous programming has evolved over the years to address the challenges of handling many concurrent connections without overwhelming system resources. Here are the key points:

1. Background on Concurrency:

   • Managing thousands of threads for concurrent connections is resource-intensive and inefficient, leading to the C10K problem.
   • Solutions have come in waves, each addressing previous issues while introducing new challenges.

2. Callbacks:

   • The first solution was to use callbacks, which allow a program to continue executing while waiting for I/O operations to complete.
   • This method improved performance but led to complex, hard-to-read code known as "callback hell," with fragmented error handling and no way to cancel operations.

3. Promises and Futures:

   • Promises improved upon callbacks by allowing asynchronous functions to return a value representing a future result, enabling cleaner error handling and composable code.
   • However, promises are one-shot, making them unsuitable for ongoing operations like streams, and they can lead to silent errors if not handled properly.

4. Async/Await:

   • Async/await syntax made asynchronous code look sequential, simplifying code structure and error handling.
   • However, it introduced a "function coloring" problem where functions are either asynchronous or synchronous, complicating integration and increasing maintenance burdens.

5. Challenges with Async/Await:

   • Async/await can obscure dependencies, leading to performance issues as independent tasks are run sequentially instead of in parallel.
   • New categories of bugs, such as deadlocks, emerged due to the complexity of async programming.

6. Accumulated Costs:

   • Each wave of asynchronous programming offered local improvements for developers but created broader structural complexities for maintaining large codebases.
   • The evolution from callbacks to promises to async/await illustrates a trend: fixes address symptoms without fully resolving underlying issues in concurrency management.

In summary, while async programming has made writing concurrent code easier, it has also introduced significant challenges at the systemic level, creating a complex landscape for developers to navigate.

Summary:

DeepSeek-V4 has launched with support for both inference and reinforcement learning (RL) training, utilizing the SGLang and Miles frameworks. Key features of DeepSeek-V4 include:

1. Hybrid Sparse Attention: Combines different attention mechanisms to handle long context windows efficiently.
2. Manifold-Constrained Hyper-Connections (mHC): Improves how information flows through the model, enhancing representation quality.
3. FP4 Expert Weights: Provides efficient processing on modern hardware.

Performance Enhancements:

• ShadowRadix: A new caching method for managing attention states across different layers.
• Speculative Decoding: Optimizes the process of generating tokens by preparing metadata efficiently.
• HiSparse: Offloads inactive memory to CPUs, increasing throughput for sparse attention tasks.

Kernel Integrations:

• New paths and optimizations have been added for faster processing, particularly for hybrid attention and model efficiency.
• Techniques like Flash Compressor and Lightning TopK streamline operations to reduce memory usage and improve speed.

Training and Support:

• The model supports multiple parallelism strategies (DP, TP, SP, EP, PP, CP) for efficient training across various hardware setups.
• Emphasizes numerical precision with mixed-precision stacks for better performance and stability.

Future Directions: Ongoing developments and tracking for improvements are planned, with community contributions acknowledged.

Overall, DeepSeek-V4 aims to enhance model efficiency and performance, making it a significant advancement in the field of AI and machine learning.

Eden AI provides a single API to access various advanced AI models, including those for speech, vision, and translation. Key features include:

1. Simplicity: Use one API to access multiple models without changing your code.
2. Robustness: Smart routing ensures models switch automatically in case of failures, maintaining high reliability.
3. Control: Choose models based on cost, performance, and location, giving you flexibility as your needs grow.

Benefits include saving time by integrating once, controlling costs by selecting the most efficient models, and reducing risk with built-in fallback mechanisms. Eden AI is designed for developers looking to build AI into their products efficiently and reliably.

No summary available.

The text humorously addresses someone who wanted to avoid using Kubernetes for their project, believing it to be too complex for their simple needs. Despite their intentions to use simpler tools like Docker Compose, they end up creating a complicated system of shell scripts, manual configurations, and custom solutions.

As they try to manage scaling and deployment, they encounter increasing complexity, such as networking challenges and the need for service discovery. Ultimately, they create a setup that incorporates many features that Kubernetes already provides, like standardized configurations, deployment methods, and API services.

The author concludes by highlighting that, in trying to avoid Kubernetes, the person has inadvertently built a system that resembles it. They advise understanding the problems Kubernetes solves before dismissing it as overly complex.

Summary of "APL is More French than English" by Professor Alan J. Perlis

Professor Alan J. Perlis shares his journey with APL, a programming language he encountered later in his career after being trained in ALGOL-based languages. At a conference, he witnessed the powerful expressiveness of APL through a simple one-liner example presented by Ken Iverson. This sparked his interest, leading him to appreciate APL's potential for elegance and creativity in programming, unlike the more mechanical nature of languages like FORTRAN and ALGOL.

Perlis discusses the diverse perspectives on APL among its users, indicating that the language is rich and complex, catering to various needs and interests. He believes that while APL has significant strengths, it is unlikely to achieve perfection due to the varied expectations of its users. He emphasizes the importance of maintaining the language's unique character as it evolves.

He critiques the prevalent use of BASIC in education, arguing that it limits students' understanding of programming's beauty and complexity. Perlis advocates for teaching APL in schools to foster a deeper appreciation for programming.

As technology advances, he sees APL as a suitable language for emerging hardware capabilities, given its ability to handle complex data operations. Overall, Perlis conveys a passion for APL, highlighting its artistic aspects and the joy it brings to programming.

The author has been working on a project to create pixel art versions of Hokusai's 36 views of Mount Fuji, starting with "The Great Wave off Kanagawa." This project, which began five years ago, is inspired by a love for old Macintosh computers and the creative flow they provide. The goal is to recreate Hokusai’s woodcuts at the original Macintosh screen resolution of 512 x 342 pixels, using software like Aldus SuperPaint 3.0 on their Macintosh Quadra 700 or PowerBook 100.

The project is driven largely by nostalgia, as the author enjoys the artistic challenge and aims for authenticity. They shared "The Great Wave" as part of their series and encourage others to credit them if they share the work. Additionally, a downloadable version of the image is available for users with certain Macintosh screen sizes. More pieces from the project are expected to be shared soon.

Summary of mine IDE:

Mine is an integrated development environment (IDE) for Coalton and Common Lisp, available on Windows, macOS, and Linux.

It has two versions:

1. mine-app: A user-friendly application that works out of the box with no extra requirements.
2. mine-core: A more flexible option for advanced users who want to use it via command line with a compatible terminal.

Key Features:

• Dual Language Support: Use either Coalton for static types and functional programming or Common Lisp for dynamic programming, or mix both as needed.
• Integrated REPL: Easily test and interact with your code directly within the IDE.
• Interactive Debugger: Get immediate help with errors, including options to fix them and a stack trace for context.
• Inline Diagnostics: Errors, warnings, and optimization suggestions appear directly in your editor as you code.
• Type Hints and Auto-Complete: View function data types instantly and use auto-complete to find function names quickly.
• Structural Editing Lessons: Learn efficient editing techniques in just 5 minutes without needing to read manuals.
• All-Native Code: Your code is compiled directly to your CPU's binary format for optimal performance, with no virtual machines or interpreters involved.

You can download the latest version to get started.

Summary of Discret 11 and Canal Plus

In the 1980s, French television had limited channels, with Canal Plus launching in 1984 to offer movies and sports without commercials. To ensure only subscribers could watch, they used an encryption method called Discret 11.

How Discret 11 Worked:

• Encryption Method: Instead of encrypting entire frames, it delayed individual lines of video by shifting them to the right and padding the left with black. This method used a simple 11-bit key to determine how much to delay each line.
• Video Format: The French SECAM signal was used, which had specific resolutions and required a decoder to translate the encrypted signal for subscribers.
• Audio Signal: The audio was less secure and used simpler modulation.

Decoding Process:

• Subscribers received a decoder device to watch Canal Plus. To prevent unauthorized access, the secret key changed monthly, requiring users to enter a new eight-digit code, which was transformed into multiple encryption keys.

Challenges and Outcome:

• The system faced immediate compatibility issues, leading to unhappy customers. The encryption plans nearly leaked, leading to widespread piracy. Discret 11 was replaced by a more secure system, Nagravision, in 1992 and was phased out by 1995. Despite these challenges, Canal Plus became very successful and expanded into satellite broadcasting.

The text mentions discussions between the White House and the UAE about financial deals. It highlights that the war has negatively affected the Middle Eastern economy in many ways, not just in energy. Additionally, it touches on concerns about delivery issues in rural America related to Amazon and USPS. Lastly, there is a reference to Johnson and Johnson's CFO discussing recent business growth and future plans.

In this article, David Friedman discusses the concept of how long is considered too long to respond to someone. He shares a recent experience where a post he made on Threads gained significant attention, leading to many people commenting and engaging with it. The post's popularity might be attributed to its wholesome nature and the amusing idea of a five-year wait for a reply.

Friedman reflects on various examples of long replies, including a Twitter user named Tim who consistently replied to a tweet every year for ten years. He also mentions receiving a note from a friend celebrating a twenty-year anniversary, and a personal story about a letter from a friend that he held onto for twenty-five years before finally sending it.

The article concludes by inviting readers to share their own experiences with delayed responses. Overall, it highlights the humorous and emotional aspects of long waits for replies in communication.

New 10 GbE USB adapters are making high-speed networking more accessible and affordable. Previously, users had to rely on expensive and bulky Thunderbolt adapters, but the new RTL8159-based 10G USB 3.2 adapters are smaller, cheaper, and offer better performance. For instance, the $80 WisdPi model is significantly less expensive than older Thunderbolt options.

These adapters work best with computers that have USB 3.2 Gen 2x2 ports, which can support up to 20 Gbps. However, performance may vary depending on the computer's USB capabilities. In tests, only a desktop with a USB 3.2 Gen 2x2 port achieved the full 10 Gbps speed, while others, including Macs, reached lower speeds.

For users who don't need the full 10 Gbps, 2.5 Gbps or 5 Gbps adapters are more cost-effective. The WisdPi adapter also shows lower heat generation compared to older models, making it more user-friendly.

In summary, if you need 10 Gbps and have the right USB port, the new adapter is a great option. Otherwise, consider sticking with the cheaper 2.5 Gbps or 5 Gbps alternatives.

No summary available.

The text provides links to resources related to DeepSeek, a tool or service. The first link leads to the API documentation for DeepSeek, while the second link points to a PDF file about DeepSeek V4 Pro on Hugging Face. These resources likely contain technical information and details on how to use DeepSeek.

Summary of "The George Business"

In this story, Dart, a dragon, wakes from a prophetic dream of knights and decides to check on his treasure. He encounters a knight named George, who reveals he wants to hire Dart to help him win the heart of a noblewoman named Rosalind. George believes that by staging an abduction and a fake battle, he can impress her and become her suitor.

Despite Dart's initial reluctance, he agrees to the plan for a payment of gold. They rehearse the performance, and Dart successfully "kidnaps" Rosalind, allowing George to fight him off and appear heroic. However, after the staged rescue, George learns that Rosalind has married someone else earlier that day.

Feeling disappointed, George visits Dart to thank him and discuss the failed plan. Dart suggests they try again with a different lady, which leads to a humorous twist involving another dragon and a new scheme for George to become a hero.

The story highlights themes of ambition, humor, and the unexpected twists of fate in the quest for love and recognition.

In 2026, the author is creating WKID, a new identity provider inspired by the old BrowserID system, for their personal apps. They aim to simplify user management for small projects meant for themselves and their friends or family.

Key points include:

• The rise of small, personal apps due to advancements in technology, allowing users to develop software freely.
• The need for a user management solution that doesn't rely on major corporations like Google or Auth0.
• BrowserID is appealing because it’s email-based, private, and easy to implement without needing app registration.
• WKID is designed for personal use, so it doesn't aim to compete in the global identity provider market. Users will need to have email accounts from specific domains managed by the creator.
• WKID is still in development, with functional features but requiring further refinement and documentation.

The author invites feedback and offers to let others try WKID for their projects.

Summary of "Rediscovering the Handcart"

The handcart is a simple, human-powered vehicle that has stood the test of time as one of the oldest forms of transportation. It is cheaper and easier to use than both carrying loads and using animal-powered carts. While handcarts were once common, they have seen a resurgence in urban areas, especially for tasks like moving goods.

Kris De Decker shares his experience using a handcart he collaborated on with designer Kozimo. This handcart has been incredibly useful for moving personal belongings, materials, and even for communal activities without relying on fuel or electricity. It promotes independence from energy infrastructures and can be shared in communities to solve parking issues.

The article details the design and functionality of the handcart, emphasizing its ease of use and efficiency, especially on flat terrain. It discusses the importance of balancing loads, navigating sidewalks, and the benefits of using a handcart over a bike trailer, highlighting its maneuverability and accessibility.

Additionally, the handcart can be modified with accessories like a foldable seat, work table, solar power capabilities, and even a bed for longer trips. De Decker also explores the idea of using a sail or roller skates to increase speed, showcasing the handcart's versatility.

Ultimately, the handcart is portrayed as a sustainable, enjoyable, and practical mode of transportation that encourages a slower, more connected way of life.

Summary of grdpwasm

grdpwasm is a web-based Remote Desktop Protocol (RDP) client that allows you to connect to a Windows RDP server directly from your browser without needing plugins. It uses Go WebAssembly and a Go proxy server to connect.

How it Works:

• The browser communicates with a Go proxy server via WebSocket.
• The proxy then connects to the RDP server using TCP.

Requirements:

• Go version 1.24 or later.
• An accessible RDP server (Windows or any compatible host).

Installation Steps:

1. Clone the repository:

   git clone https://github.com/nakagami/grdpwasm.git
   cd grdpwasm
   

2. Build the project:

   make all
   

Output Files:

• static/main.wasm: The Go WASM binary for the browser.
• static/wasm_exec.js: JavaScript support for the Go runtime.
• proxy/proxy: The WebSocket-to-TCP proxy server.

Running the Proxy:

• Start the server with:

  make serve
  

  or:

  ./proxy/proxy -listen :8080 -static static
  

• Access the client at http://localhost:8080.

Usage:

• Fill in the connection form with the RDP server details (host, port, domain, user, password, and resolution).
• Click "Connect" to view the remote desktop.
• Use the canvas area for keyboard and mouse interactions.

Audio Support:

• Remote audio is streamed and played through the browser.

Security Notes:

• The proxy accepts connections from any origin; use on trusted networks or add authentication.
• Protect credentials by using HTTPS/WSS for secure communication.

Development Commands:

• make wasm: Rebuild the WASM binary.
• make proxy: Rebuild the proxy server.
• make clean: Remove build artifacts.

License:

• This software is licensed under GPLv3.

The text discusses music source files from 1980s Commodore 64 games, created by Martin Galway. It invites people to read, analyze, and modify the music, encouraging new creations while asking for credit to the original author. Martin Galway currently holds the copyright for this music and programming, even though he didn't own it when it was originally created. He acquired the rights from Infogrames later. The text mentions two music player generations: the "1st Generation" used in "Wizball" and the "2nd Generation" first used in the game "Athena," which was later used in other games.

The article discusses the complexities involved in opening files securely in software development, particularly when dealing with security boundaries.

Key points include:

1. Simple vs. Complex Opening: For most app developers, opening a file is straightforward. However, if security is a concern, it becomes complicated.

2. Security Risks: When a process with higher privileges accesses files on behalf of a lower-privileged process, there are risks. If the lower-privileged process can manipulate the file paths (e.g., using symlinks or changing directories), it can lead to vulnerabilities.

3. Time-of-Check to Time-of-Use (TOCTOU) Issues: A critical problem arises when the state of a filesystem changes between checking a file's path and using it, allowing for potential exploits.

4. File Descriptors as a Solution: Using file descriptors (fd) instead of paths can enhance security. File descriptors provide a stable reference to a file's inode, reducing the risk of attacks.

5. Library Solutions: The article introduces libglnx, a library that emphasizes using file descriptors for filesystem operations, minimizing the use of paths to avoid security issues.

6. Flatpak Example: The author shares a real-world example from Flatpak, where vulnerabilities were discovered due to the handling of file paths. Changes were made to use file descriptors to secure operations.

7. Best Practices: The article concludes that developers should avoid using path strings in privileged processes and instead utilize file descriptors to maintain security.

Overall, the text emphasizes the importance of secure file handling practices in software development to prevent vulnerabilities.

Lute offers a variety of built-in APIs that help with common tasks such as accessing files, networking over HTTP, handling cryptography, and managing processes.

No summary available.

The question posed was about the title of the book "Better Not Burn Your Toast," and the author, Joe Schwarcz, explains the reasoning behind it. The key point is the presence of a chemical called acrylamide, which the International Agency for Research on Cancer (IARC) classifies as possibly carcinogenic to humans. Acrylamide forms when certain foods, like toast, French fries, and coffee, are cooked at high temperatures.

While studies in mice have shown that high doses of acrylamide can lead to cancer, the levels humans typically consume are much lower—about 0.3 to 0.6 micrograms per kilogram of body weight per day, which is a thousand times less than the harmful dose observed in animals. Human studies have not found a clear link between acrylamide in the diet and cancer.

Schwarcz advises that while occasional consumption of acrylamide-containing foods is unlikely to cause harm, it’s wise to limit intake, especially from burnt toast and dark roasted coffee, as these contain more acrylamide. Cooking methods matter, too; lower temperatures are preferable to avoid harmful compounds. Overall, “don’t burn your toast” is sensible advice. For further details, readers are encouraged to check out the book.

The author shares personal insights from testing AI tools in software development, specifically focusing on the Windsurf IDE. They express confidence in their methods but acknowledge potential human errors in interpreting results. The rise of AI-enhanced tools has led companies to invest heavily in these technologies, which can provide features like autocomplete and chat assistance for debugging.

Windsurf tracks usage metrics, including how much code is generated by AI versus manually written by developers. The author was surprised to find a reported 98% of code attributed to AI in their dashboard, leading to skepticism about the accuracy of this metric. They explain that the method used to calculate this percentage is flawed, as it doesn’t consider certain actions—like automatically added symbols or code pastes—as human contributions, which skews results in favor of AI.

The author also compares Windsurf’s metrics with those from other AI tools like Cursor, noting that Cursor’s approach is more reasonable but still has flaws, like incorrectly attributing entire files as AI-generated. They emphasize the difficulties in accurately measuring AI contributions in coding and warn against over-relying on metrics that may misrepresent the true value of AI in software development.

Ultimately, the author believes that while AI tools can save time, the reported metrics are often inflated and should not be taken at face value. They call for caution in interpreting these figures, as they could lead to unrealistic expectations from management regarding developer productivity and the necessity of teams.

Summary of GPT-5.5 Release:

On April 23, 2026, OpenAI introduced GPT-5.5, its most advanced model yet, designed to enhance productivity across various tasks. Key features include:

1. Improved Understanding and Efficiency: GPT-5.5 can comprehend tasks more quickly and manage complex, multi-part assignments with less user oversight. It excels in coding, data analysis, document creation, and more, while maintaining speed and efficiency.

2. Advanced Coding Capabilities: This model shows significant improvement in coding tasks, handling real-world issues and producing higher-quality outputs with fewer tokens needed.

3. Robust Safeguards: OpenAI implemented strong safeguards to prevent misuse while allowing beneficial applications. Extensive testing was conducted with trusted partners to ensure safety.

4. Wide Availability: GPT-5.5 is being rolled out to various user tiers, including Plus, Pro, Business, and Enterprise, with a focus on integrating advanced capabilities for professional tasks.

5. Performance Benchmarks: GPT-5.5 outperforms previous models (like GPT-5.4) in multiple evaluations across coding, knowledge work, and cybersecurity tasks, demonstrating its enhanced capabilities.

6. Real-World Applications: Early users reported that GPT-5.5 significantly improved their workflows, from analyzing large datasets to automating complex tasks, thereby saving time and increasing efficiency.

7. Pricing Structure: While GPT-5.5 is priced higher than its predecessor, it is designed to be more intelligent and efficient, offering better results with fewer resources.

Overall, GPT-5.5 represents a major step forward in AI capabilities, aimed at transforming how people and businesses approach work on computers.

Summary of the Vizio Court Case Update

This article by Bradley M. Kühn discusses a legal issue related to the Affero General Public License (AGPLv3) and how it helps users deal with "badgeware"—software that includes unremovable ads but allows redistribution.

Key Points:

1. Self-Contradictory Licenses: In the past, licenses like GPLv2 allowed companies to create confusing rules that restricted users' rights, despite appearing to grant them. Users often found themselves unable to use the software as they wished.

2. AGPLv3 Solution: To address these issues, AGPLv3 introduced a clause (AGPLv3§7¶4) allowing users to ignore any additional restrictions placed on software they receive, empowering them to freely modify and redistribute it.

3. Courage Required: While this clause helps users, it requires them to be brave, as companies that impose confusing restrictions can be aggressive and litigious.

4. Recent Example: The article highlights a case involving Ascensio's Onlyoffice, which included tricky restrictions that could mislead users. Ascensio claimed that users had to keep their logos when redistributing the software, which contradicts the AGPLv3 terms.

5. Response from Nextcloud: Nextcloud, having forked Onlyoffice into Euro-Office, removed Ascensio's misleading restrictions. The article praises Nextcloud for standing up against Ascensio's tactics and suggests that Ascensio reconsider its approach to better align with open-source principles.

The author emphasizes the importance of understanding these licenses and encourages users to be vigilant about their rights in software usage.

Summary of "Quirks of Human Anatomy" by Lewis I. Held, Jr.

This text discusses unique and sometimes problematic features of human anatomy, highlighting how evolutionary history has shaped our bodies. Key points include:

1. Anatomical Flaws: Humans have various quirks, from non-functional ear muscles and blind spots in our vision to the structure of our jaws and teeth, which are evolutionary remnants from our ancestors.

2. Choking Hazard: The design of our throat (where the esophagus and trachea are close together) can cause choking, a risk that could have been minimized if our anatomy had evolved differently.

3. Childbirth Issues: The pelvic structure makes childbirth difficult and painful. Evolution could have favored a safer birthing method.

4. Vision Problems: The design of our eyes, including the placement of photoreceptors and the inverted retina, results in a blind spot and could be considered suboptimal from an evolutionary perspective.

5. Evolutionary Trade-offs: Many of these anatomical features reflect compromises made during evolution, where changes that were beneficial in some contexts led to issues in others.

6. Comparative Anatomy: The text contrasts human anatomy with that of other species, such as flies, illustrating how different evolutionary paths have resulted in diverse structures and functions.

Overall, the work emphasizes that many of our physical traits are not perfect but rather the result of a long evolutionary process filled with necessary compromises.

Knight is a simple programming language that is easy to use and can handle complex tasks. Its slogan is "Write once, run everywhere," meaning it can work on many platforms. Unlike most programming languages that aim to simplify the user's experience, Knight focuses on making it easier for developers to implement it by marking many features as undefined behavior (UB).

Paraloid B-72 Summary

Paraloid B-72, also known as B-72 or Acryloid B-72, is a thermoplastic resin developed by Rohm and Haas. It is primarily used as a surface coating and adhesive in conservation and restoration projects, particularly for ceramics and glass objects.

Key points about Paraloid B-72:

• Composition: It is an ethyl methacrylate–methyl acrylate copolymer that is durable and does not yellow over time.
• Solubility: It dissolves in solvents like acetone, ethanol, toluene, and xylenes.
• Advantages: B-72 is stronger and more flexible than many common adhesives, making it suitable for stress-bearing applications.
• Drawbacks: It can be challenging to apply precisely.
• Usage in Conservation: It is increasingly used for filling materials in glass objects and for labeling museum items.
• Modification: Its properties can be adjusted by mixing it with different solvents.

Overall, Paraloid B-72 is valued for its strength, flexibility, and transparency in various conservation applications.

No summary available.

Panic, a video game publisher, has received a surprising amount of mail from players expressing their appreciation for its games, including Thank Goodness You’re Here and Arco. This influx of mail started in mid-2024 as part of a customer rewards program inspired by a 1980s Activision initiative. Players send letters, drawings, and even quirky items like a dead fly or a child's tooth, along with self-addressed stamped envelopes for game-themed patches in return.

The company’s head of marketing, Kaleigh Stegman, likened their office to a "Christmas mailroom" due to the volume of letters. Many players include heartfelt notes about how the games have impacted their lives, creating a strong sense of community. The original idea was to reward players for completing games, but it has led to unexpected connections and creativity from fans.

Panic has embraced this experience, collecting and archiving the letters to share with developers, highlighting the specialness of receiving physical mail with personal messages in an increasingly digital world. The program has not only been a fun surprise but also a meaningful way to engage with the gaming community.

This text discusses the importance of understanding the distinction between the number of parameters in a deep learning model and the amount of computation it requires. While many focus solely on model size, both metrics are essential for evaluating a model's effectiveness.

The authors introduce two new methods that separate these concepts:

1. Hash Layers: This method allows for increasing model size without increasing computation. It uses a simple routing mechanism based on hashing input tokens to direct data to specific experts, which reduces the computation needed. This approach has shown to improve performance on language tasks while keeping the computational demands lower.

2. Staircase Attention: This method increases computation without adding parameters by stacking Transformers in a way that allows each parameter to contribute to computation multiple times. This leads to significant performance improvements, particularly for tasks requiring an internal state over time.

The authors suggest that both methods can be combined for even better results, promoting a new perspective in deep learning research that treats parameters and computation as distinct factors. They believe this approach can lead to the development of more powerful models.

The author has officially retired from using Emacs after 20 years, transitioning to other platforms like Vim. They gradually shifted away from Emacs, replacing its features with new applications they built, such as stackcalc and Elfeed2, which they find superior.

Several Emacs packages need new maintainers, and interested individuals should have prior contributions to be considered. If no one steps up, these projects will be archived.

The author also discusses their experience with wxWidgets for building applications. They find it effective for creating native-looking software across different operating systems. Despite some issues, wxWidgets suits their needs better than other options. Overall, the author is excited about their new tools and the ease of developing future projects.

Summary of GUI Wonderland #12a - Windows 2.x

This article discusses the development and significance of Windows 2.x, a major graphical user interface (GUI) released by Microsoft on December 9, 1987. It was designed to work on top of MS-DOS and aimed to improve upon the limitations of the earlier version, Windows 1.x.

Key points include:

1. Development Background: Microsoft recognized that MS-DOS was becoming outdated as GUIs gained popularity. They collaborated with IBM to create a more advanced OS, OS/2, while also developing Windows 2.x to bridge the gap.

2. Features of Windows 2.x: This version introduced desktop icons, overlapping windows, and enhanced user interface design, making it more user-friendly. It also had two versions based on processor capabilities: Windows/286 and Windows/386, with the latter offering more advanced features like multitasking.

3. Legal Challenges: Apple sued Microsoft, claiming that Windows copied the Macintosh's "look and feel." The court found only minor similarities, and later, Xerox also sued Apple for similar reasons.

4. Market Reception: Windows 2.x received a better reception than its predecessor, though it still relied on MS-DOS. It was a stepping stone to the more successful Windows 3.0.

5. Conclusion: Windows 2.x set the stage for future developments in Windows and demonstrated Microsoft's commitment to evolving its products despite challenges.

The article highlights the importance of Windows 2.x in the evolution of GUIs and Microsoft’s journey in the tech industry.

The amended Colorado Senate Bill 51 (CO SB51) has passed a house committee and includes a strong exemption for open source software and applications. This means that if software allows users to copy, redistribute, and modify it without restrictions, it won't be affected by certain regulations in the bill. Carl Richell, a key advocate, stated that while there are more steps ahead, this is a positive move towards protecting the open source community in Colorado. Discussions among supporters also touched on concerns regarding software licenses, like the GPL, but Richell reassured that these conditions should be compatible with the new regulations.

It would be convenient to use the command <C-x C-f> (find-file) to enter a GitHub URL instead of a file path, allowing you to browse the repository directly in Dired.

Microsoft is considering changing its Azure Linux operating system to be based on Fedora Linux, which is a popular version of Linux. Azure Linux, initially known as CBL-Mariner, is already designed for various Microsoft needs. This potential change comes as Microsoft supports new package proposals for Fedora 45, which could enhance performance.

At a recent meeting, it was discussed that Microsoft may provide resources to help with this transition. They aim to improve Azure Linux's performance by utilizing a feature called x86_64-v3. This shift could lead to significant updates for Azure Linux, making it more aligned with Fedora. Overall, it will be interesting to see how this development unfolds.

The text refers to a project called LamBench, which can be found on GitHub at the link provided. Key features associated with LamBench include intelligence, speed, elegance, and the ability to solve problems. The version mentioned is v1.

Summary of Stash: Memory for AI Agents

Overview: Stash is a tool designed to give AI agents a memory, allowing them to remember past interactions and preferences across sessions. This prevents users from needing to repeatedly explain themselves each time they interact with the AI.

Key Features:

• Persistent Memory: Stash retains information from previous sessions, allowing for seamless continuation of conversations. This is illustrated through examples showing the difference between using Stash and not using it.
• Organized Memory: Memory is structured into "namespaces," similar to folders, to keep different types of information organized (e.g., user preferences, project details).
• Learning and Adaptation: Unlike traditional AI models that forget information after each session, Stash learns from every interaction, builds knowledge over time, and tracks goals and failures.
• Integration with Various Models: Stash is compatible with any AI model and can be integrated without vendor lock-in, meaning it works with both cloud and local models.
• Easy Setup: Setting up Stash requires minimal commands and no complex infrastructure, making it user-friendly.

Comparison with RAG: Stash is contrasted with Retrieval Augmented Generation (RAG), which acts like a fast search engine but lacks memory. Stash, on the other hand, learns from experiences and builds a deeper understanding of the user.

Benefits:

• Saves time by eliminating the need for repeated explanations.
• Improves the AI's performance by learning from past conversations and mistakes.
• Provides a structured approach to memory that enhances the AI's contextual understanding.

Conclusion: Stash serves as a cognitive layer for AI agents, transforming them from simple tools into knowledgeable assistants that remember and learn, making interactions more efficient and personalized. It is open-source and backed by PostgreSQL, ensuring broad compatibility and user control over data.

Summary

A new method for creating a 3D body model from just eight questions has been developed, eliminating the need for photos or advanced GPUs. The model uses a small machine learning algorithm trained to accurately predict various body measurements based on height, weight, and other body characteristics. It achieves a height accuracy of 0.3 cm and a mass accuracy of 0.3 kg, which is better than previous methods that required photos.

The project began by recognizing that height and weight could effectively estimate body measurements, inspired by prior research. The questionnaire approach addresses privacy concerns and speeds up the process since users don't need to provide photos. The researchers identified several additional body shape parameters, like muscle mass and body shape, that significantly improve accuracy.

Key findings include that different body shapes can lead to variations in measurements even with the same height and weight. The model uses a dataset of tens of thousands of synthetic bodies to train and validate its predictions. The training involves a specific loss function that ensures the predicted height and mass closely match user inputs.

Results show that while height and mass predictions are quite accurate, some measurements like bust and waist can still have errors. The model is not perfect and further refinements, like more interactive features for users to describe their bodies, are planned for future versions.

Users can try the model online at clad.you, which allows for quick body measurements based on their responses to the questionnaire.

An Alberta startup is selling tractors that do not use advanced technology at half the price of traditional tractors.

The concept of "working with the garage door up" refers to the idea of sharing the creative process openly, rather than just showcasing finished projects. This approach encourages transparency and engagement, allowing followers to see the struggles and decisions involved in creativity. It contrasts with typical social media practices, which often focus on polished announcements.

The text argues that sharing work in progress can lead to more meaningful connections and opportunities, as it creates a sense of community and invites collaboration. It emphasizes that showing your daily efforts can enhance perceptions of competence, potentially leading to invitations to exclusive events.

Additionally, the author reflects on the value of physical businesses that openly display their work, like a glassblowing studio or woodworking shop, suggesting that this visibility enriches public spaces. The text critiques social media for lacking this openness, noting that it often rewards constant communication over genuine presence and effort. Overall, the idea promotes the benefits of being visible in one's work and sharing the journey of creativity.

Kloak: Agentless Kubernetes Security for Secrets Management

Kloak enhances security in Kubernetes by managing secrets without exposing them to applications. It uses eBPF technology to intercept HTTPS traffic, replacing hashed placeholders with actual credentials at the network edge. This means that if a process is compromised, it cannot leak secrets it never had.

Key Features:

• Secure by Design: Secrets are replaced outside the application, preventing accidental exposure.
• Zero Latency Impact: eBPF operates in kernel space, ensuring minimal performance overhead.
• Kubernetes Native: Integrates seamlessly with standard Kubernetes secrets.
• Host Restrictions: Allows control over which secrets can be used by specific hosts.
• No Code Changes Needed: Works with any programming language or framework without requiring SDKs.
• Pure eBPF Integration: Avoids complex plugins, operating solely at the kernel level for efficiency.
• Open Source: Fully open source under the AGPL-3.0 License for transparency and collaboration.

How It Works:

1. Register Secrets: Label Kubernetes secrets for Kloak to manage them.
2. Use Hash Placeholders: Reference these secrets in your application using generated hash values.
3. Automatic Transformation: Kloak intercepts requests and replaces the hashes with real credentials before they are sent out.

Kloak provides a simple, secure, and efficient way to manage sensitive information in Kubernetes environments.

A major data center project in Box Elder County, Utah, is close to getting final approval. This "hyperscale" data center, developed by Kevin O'Leary's company, is expected to consume and generate more electricity than the entire state of Utah. The local commission will vote on the project soon.

Summary: Water Emergency in Corpus Christi

Corpus Christi is facing a potential water emergency as its reservoirs could run dry by next year without significant rainfall. City officials announced a plan to cut water usage by 25% starting in September, affecting both residents and industrial users, which include major companies like ExxonMobil and Valero.

Currently, about 70% of households already use less water than the new restrictions will require. However, the city is considering making these cuts voluntary for households rather than mandatory, as some officials are uncomfortable with the idea of shutting off water to residents.

There are concerns about how schools will manage without sufficient water, but the district plans to keep classes open and is looking into drilling its own wells. Businesses will also need to reduce water usage by 25%, but details on how they will comply are still unclear.

Industrial users are expected to bear the brunt of the cuts, with little transparency on how they will adapt. If the water shortage continues, it could lead to economic challenges, including possible layoffs or business closures.

The emergency has no set end date and may last until rainfall replenishes water supplies. In the worst-case scenario, the city might implement rolling water availability or even evacuations, though officials believe this is unlikely.

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Summary: Cosmology with Geometry Nodes

MohammadHossein Jamshidi, a Ph.D. student in Physics/Cosmology at Shahid Beheshti University, shares his experiences using Blender's Geometry Nodes for cosmology research. He focuses on the Cosmic Microwave Background (CMB) radiation, which provides insights into the early universe.

Key Points:

1. Cosmology Overview: Cosmology studies the universe on massive scales, including galaxies and the history of the universe through CMB radiation.

2. Using Blender: Inspired by creative works on YouTube, Jamshidi applied Geometry Nodes in Blender for computations and visualizations related to the CMB, particularly to visualize areas on the CMB sky affected by the Galactic Mask.

3. Geometry Nodes Benefits: Geometry Nodes allow for parallel computations on mesh data, making it useful for real-time visualizations and debugging in cosmology projects.

4. Data Storage: For effective calculations, data is stored using HEALPix, a pixelation method for spherical maps, which simplifies spherical calculations.

5. Visualization Techniques: Jamshidi explains how to visualize CMB data on a HEALPix mesh using Geometry Nodes, as well as methods for rotating maps and simulating physical effects like Doppler shifts and gravitational lensing.

6. 2D Mapping: The Mollweide projection is discussed as a technique for visualizing spherical maps on a 2D plane, which can be implemented using Geometry Nodes.

7. Advanced Calculations: Geometry Nodes can handle complex tasks, such as computing spherical harmonics and simulating high-precision calculations by emulating float64 numbers.

8. Applications Beyond Cosmology: Jamshidi believes that Geometry Nodes can be beneficial in other areas of physics, such as simulating materials and physical systems.

9. Acknowledgments: He expresses gratitude to his professors and collaborators for their support in his research efforts.

Overall, this work demonstrates the innovative application of Geometry Nodes in cosmology and suggests potential uses in various fields of physics.

Diatec, the company behind the popular FILCO brand of mechanical keyboards, has officially ceased operations as of April 22, 2026. Known for its Majestouch series, which featured sturdy designs and various customizable options, Diatec's last notable products included the Majestouch Convertible3 and the split-type Majestouch Xacro M10SP. The company's website now displays a notice about its closure, and all personal data related to orders and user support has been securely deleted in compliance with legal regulations.

Kevin shares that he will be attending two conferences in Amsterdam in May and invites friends to connect if they are attending. He discusses his experiences with project ideation, highlighting two common outcomes: either he quickly executes an idea and enjoys it, or he overthinks and complicates the process by researching existing solutions, leading to frustration. He prefers straightforward execution, as demonstrated by a successful woodworking project he completed with a friend.

Kevin reflects on his other interests, such as creating programming languages and CAD tools, which often lead to excessive research without tangible results. He acknowledges that unclear success criteria have stifled his creativity and productivity, prompting him to embrace a more action-oriented approach, reminiscent of his younger self.

He also shares a lesson about "scope creep," recalling a project where he overcomplicated a simple task by adding unnecessary features. He emphasizes the importance of maintaining a minimal scope to stay productive.

Furthermore, Kevin delves into structural diffing tools for code comparison, noting the limitations of traditional line-based diffs. He mentions various tools he researched, including difftastic, and expresses a desire to create a more effective diffing workflow for his own use, focusing on high-level entity changes rather than line-by-line differences.

In closing, Kevin mentions that he is looking for materials for a project and shares various interesting links and topics, including furniture design and innovations in biosecurity.

No summary available.

No summary available.

Summary of Implementing an FPS Counter

Key Takeaways:

• To measure FPS (frames per second) in a game, don't rely on a fixed number of frames; instead, use a rolling window of frames from the last second.
• Use accurate timers for precise measurements.

Common Mistakes:

1. Latest Frame Method: Calculates FPS based on just the latest frame, which can mislead since it reflects only one frame's performance.
2. N Latest Frames Method: Averages FPS over the last few frames, but this can be inconsistent as the window size depends on frame performance.

Better Approaches:

1. One-Second Reset Method: Counts frames over one second and updates the FPS display every second. This method provides a clearer picture but may seem too slow to update.
2. Rolling Window Method: Tracks frame timestamps and calculates FPS based on a fixed time window (like one second). This smooths out fluctuations and provides a more consistent reading.

Advanced Methods:

1. Frame Processing Times in Rolling Window: Records each frame's processing time in the rolling window to calculate FPS, which allows for additional insights like average processing time.
2. Multiple Updates Per Second: A variation of the one-second method that updates the FPS display twice per second for better responsiveness.

Important Considerations:

• Use a high-precision timer for accurate measurements.
• If memory usage is a concern, implement a circular buffer to manage frame data efficiently.

This guide helps in effectively implementing an FPS counter in games to accurately monitor performance.

A U.S. soldier has been charged with using classified information to make profitable bets on a prediction market. The soldier allegedly accessed sensitive data to gain an unfair advantage in betting, which is illegal. This case highlights the serious consequences of mishandling classified information.