The text discusses the early preview of a new AI model called Qwen3.6-Max-Preview, which is an improvement over the previous model, Qwen3.6-Plus. Key points include:

1. Features: Qwen3.6-Max-Preview offers enhanced coding capabilities, better world knowledge, and improved instruction following.

2. Performance: It shows significant improvements in several coding benchmarks compared to its predecessor, achieving top scores in various assessments.

3. Availability: The model will soon be accessible via Alibaba Cloud Model Studio and can be tried interactively on Qwen Studio.

4. Development: It is still under development, and further improvements are expected based on community feedback.

In summary, Qwen3.6-Max-Preview is positioned as a more advanced AI model with enhanced features and performance, available for testing soon.

Summary of ggsql: A Grammar of Graphics for SQL

ggsql is a new tool that integrates visualization capabilities directly into SQL queries. Developed by Thomas Lin Pedersen, Teun Van den Brand, George Stagg, and Hadley Wickham, it allows users to create visualizations using SQL syntax, making it easier to generate plots directly from data queries.

Key Features:

• Direct Visualization in SQL: Users can describe visualizations using SQL commands, enhancing the data analysis process.
• Supported Platforms: ggsql works with various environments such as Quarto, Jupyter notebooks, Positron, and VS Code.
• Example Usage: For instance, to create a scatterplot with the penguins dataset, the command would look like this:

  VISUALIZE bill_len AS x, bill_dep AS y FROM ggsql:penguins
  DRAW point
  

This tool simplifies the process of data visualization by allowing users to write visual queries in a natural and understandable way, leveraging the structure of SQL.

This article discusses the issue of fake GitHub stars, highlighting a study that found approximately 6 million fake stars across over 18,000 repositories. These fake stars are often bought for prices ranging from $0.03 to $0.85 each, and venture capitalists (VCs) use star counts as indicators of a project's popularity and potential for funding.

Key points include:

1. Fake Star Growth: A peer-reviewed study revealed that the use of fake stars has surged, particularly in AI-related repositories. Many of these fake stars are attributed to accounts with no real activity or followers.

2. Market for Fake Stars: There are numerous websites and platforms where individuals can purchase fake stars, and services are available ranging from budget to premium options.

3. Detection of Manipulation: The article emphasizes the importance of analyzing the "fork-to-star ratio," which can indicate manipulation. A low ratio suggests that many stars are not backed by genuine interest or usage of the project.

4. Impact on Funding: Startups with inflated star counts can attract significant investment, with VCs often using these numbers to gauge a project's success. This creates a cycle where startups feel pressured to manipulate their star counts to secure funding.

5. Legal and Ethical Concerns: There are potential legal repercussions for startups that inflate their metrics, as both the FTC and SEC are cracking down on misleading practices.

6. GitHub's Response: Although GitHub has policies against fake interactions, enforcement is inconsistent, and many fake accounts remain active. The need for better detection and transparency measures is highlighted.

In summary, the article reveals a troubling trend in the GitHub ecosystem where fake popularity is exploited for financial gain, affecting the integrity of project evaluations and funding decisions.

Kimi K2.6 is a new version of an open-source coding platform. It aims to improve coding practices and make them more accessible. Users are encouraged to try out the latest features and enhancements.

In January 1996, Kevin O'Connor and Dwight Merriman founded DoubleClick, introducing a product called DART for targeted advertising. By 2007, Google acquired DoubleClick for $3.1 billion, leading to the web becoming a surveillance system without any public vote or consent.

The argument for tracking is framed as necessary for funding the web through advertising, but this oversimplifies the issue. DoubleClick's innovation was the third-party cookie, allowing advertisers to follow users across websites, fundamentally changing web architecture.

The average website now has seven trackers per page, with 41.1% of traffic carrying these trackers. Compliance measures like cookie banners often mislead users into accepting tracking due to hidden "Reject all" options, reflecting user exhaustion rather than true consent. Only 15% of websites are minimally compliant with GDPR regulations.

The physical impact of tracking is significant, slowing down websites and consuming more resources. Apple's introduction of App Tracking Transparency in 2021 showed that when users are directly asked, only 15-25% consent to tracking, leading to a $10 billion revenue loss for Meta in 2022.

The core issue remains: why did browsers not protect users from tracking? If they had, the landscape of online privacy could be drastically different today. The surveillance system that exists today was built by design, and many questions about its necessity and impact remain unanswered.

Kefir Compiler Overview

Kefir is an independent C17/C23 compiler developed by Jevgenij Protopopov. It has been validated with over 100 software projects, including popular tools like OpenSSL and Nginx. The compiler is designed for the x86_64 architecture and supports various Unix-like operating systems, including Linux and FreeBSD.

Key Features:

• Language Support: Supports C17/C23 standards and includes features like complex numbers, atomics, and variable-length arrays.
• Optimization: Implements a sophisticated optimization pipeline with various techniques such as dead code elimination and function inlining.
• Debugging: Generates DWARF5 debug information to aid in debugging.
• Licensing: Licensed under GNU GPLv3 for the compiler and BSD-3 for runtime libraries.
• Single Developer: The project is maintained by one person, which may limit support in production environments.

Installation and Usage:

• The compiler can be built on supported platforms using make, and it detects the host environment automatically.
• A portable version of Kefir can be built for standalone use.

Testing and Validation: Kefir has its own test suite, including various tests to ensure correctness. It also runs external test suites to validate real-world compatibility with other software.

Goals: Kefir aims to be a correct, compliant, and independent compiler for C17/C23, with a focus on integration with the system toolchain and maintaining a reasonable architecture.

Limitations: Kefir may not perform as well as established compilers like GCC or Clang and might have compatibility quirks due to its independent development.

Future Plans: The project continues to evolve, with ongoing development focusing on enhancements and addressing any identified issues.

Ten years ago, someone wrote a unit test for the Servo project that included a cookie expiration date set for April 18, 2026. At that time, this seemed far in the future. Now, as that date approaches, the continuous integration (CI) system is broken because the expiration date is outdated. A maintainer needs to merge a pull request to update the cookie expiration date to a century in the future.

This situation has sparked discussions among developers about how to handle date-dependent tests. Some suggest using methods to set dates dynamically, such as always using the current year plus a buffer (like 10 or 100 years) to avoid issues in the future. There are concerns about the reliability of tests that depend on the system date and time, especially with complexities like time zones and daylight saving time. Overall, the community is reflecting on the challenges of writing time-sensitive tests and the lessons learned from past experiences.

The Earthquake Event Page application works with most modern web browsers. You can check which browsers are supported. Additionally, you can use our real-time notifications, feeds, and web services.

No summary available.

Jobs at Bloom offer various opportunities for employment in a dynamic environment. The company values creativity, teamwork, and innovation, and seeks individuals who are passionate about their work. Positions may vary across different departments, and candidates are encouraged to apply if they align with Bloom's mission and culture. The company supports professional growth and development for its employees.

Summary of the WebUSB Extension for Firefox

The WebUSB extension for Firefox adds USB functionality to the browser. To use it, you need to install both the extension and a small program called the "native stub" on your computer.

Installation Instructions

1. Extension Installation:

   • Download the .xpi file from GitHub and open it in Firefox.
   • For testing in Firefox Developer Edition, go to about:debugging, select "This Firefox", and load the manifest.json file.

2. Native Stub Installation:

   • If using prebuilt binaries, unzip the files and run install.sh (Linux/macOS) or install.bat (Windows). These scripts will set everything up automatically.
   • Prebuilt binaries are available for macOS, Linux, and Windows.

System Requirements

• macOS: Version 10.15 or later is recommended.
• Windows: Windows 10 or later is required.
• Linux: Kernel version 4.8 or newer is needed, and specific configurations are required.

Compiling from Source

The native stub is written in Rust and can be built using cargo build. Specific instructions are provided for different operating systems.

Setting Up a Native Manifest

You must create a manifest file to tell the browser where to find the native stub. The file should be placed in specific locations depending on your operating system:

• macOS: /Library/Application Support/Mozilla/NativeMessagingHosts/
• Linux: /usr/lib/mozilla/native-messaging-hosts/
• Windows: Set a registry key to point to the manifest file.

The manifest file should contain basic information about the stub, including its name and path.

Developer Documentation

For more technical details, refer to the documentation provided in the project.

A recent study on sauna use highlighted its benefits for heart rate and recovery. Analyzing data from 256 users, researchers found that using a sauna leads to a notable drop in nighttime heart rate, averaging a decrease of about 3 beats per minute (bpm), even after considering exercise levels. This suggests that sauna use offers physiological recovery benefits beyond just physical activity.

The study also noted that women experience different sauna effects depending on their menstrual cycle. Specifically, the heart rate drop is more significant during the luteal phase compared to the follicular phase.

Overall, sauna days are associated with increased activity levels and improved heart rate recovery, indicating that saunas can enhance physical recovery, especially for women during specific phases of their menstrual cycle.

Deezer has reported that AI-generated music now makes up 44% of all new uploads to its platform, receiving nearly 75,000 AI tracks daily. However, AI-generated music accounts for only 1-3% of total streams, and 85% of those are flagged as fraudulent and not monetized.

The number of AI tracks uploaded has been increasing steadily over the past year. In January, Deezer received about 60,000 AI tracks daily, up from 10,000 in early 2025. AI-generated songs are excluded from recommendations and playlists. Deezer has also stopped storing high-resolution versions of these tracks.

Despite the rise in uploads, a recent survey revealed that 97% of people can't distinguish between AI-generated and human-made music. Many respondents believe that fully AI-generated songs shouldn't compete with human-made ones in charts and should be clearly labeled.

Deezer began tagging AI tracks in June 2025 and has labeled over 13.4 million AI tracks since then. Other streaming services, like Qobuz, are also starting to label AI content, while Spotify and Apple Music are using different methods to handle AI-generated music.

Summary: Quantum Computers and Symmetric Key Security

Quantum computers are advancing, raising concerns about the security of certain cryptographic methods, particularly asymmetric ones like RSA and ECDSA, which can be compromised using Shor's algorithm. However, symmetric encryption methods, such as AES (Advanced Encryption Standard), remain secure even against quantum attacks.

A common misconception is that quantum computers will effectively "halve" the security of symmetric keys, meaning that 128-bit keys would require 256 bits to maintain the same level of security. This belief stems from a misunderstanding of Grover's algorithm, which offers a quadratic speedup for brute-force attacks but does not significantly weaken symmetric keys like AES-128.

Experts and organizations, including the U.S. National Institute of Standards and Technology (NIST), agree that AES-128 is safe against quantum threats. Making unnecessary changes to symmetric key sizes could divert resources from more crucial updates needed for asymmetric cryptography.

Key points include:

• AES-128 and SHA-256 are secure against quantum computers.
• No need to double symmetric key sizes; 128-bit keys remain viable.
• Grover’s algorithm’s speedup is less effective in practice due to the difficulty of parallelizing attacks.
• NIST and other standard bodies support the continued use of AES-128 and have no plans to change key size recommendations.

In summary, while the post-quantum transition is important, symmetric encryption methods like AES-128 are secure for the foreseeable future, allowing focus on updating asymmetric cryptographic systems instead.

No summary available.

The text recounts the story of Iryna Stetsenko and Serhiy Lobanov, who got married on April 26, 1986, the same day the Chernobyl nuclear disaster occurred. As they prepared for their wedding, they were unaware of the catastrophic explosion happening just a few miles away.

On their wedding day, Serhiy noticed unusual activity outside, including soldiers in gas masks and firefighters battling a blaze at the power plant. Despite the tense atmosphere, they proceeded with their wedding ceremony, although the celebration felt overshadowed by the unfolding disaster. Guests were anxious, and their first dance was marked by uncertainty and fear.

After the wedding, they were evacuated due to the nuclear incident, which was initially downplayed by Soviet authorities. They ended up leaving Pripyat, their home, for good. The couple later moved to Berlin to escape conflict from the war in Ukraine.

Over the years, they have faced health issues they believe may be linked to radiation exposure from the disaster. Iryna and Serhiy have a daughter and a granddaughter, and they reflect on their marriage, saying that the challenges have bonded them deeply. The remnants of Chernobyl and the abandoned city of Pripyat serve as a haunting reminder of the disaster that changed their lives forever.

The text discusses the importance of building secure AI agents, drawing a parallel to the vulnerabilities of MS-DOS systems from the past. The author reflects on the lack of safety in older systems, highlighting a personal story about a POS solution for Wal-Mart that stored customer data without proper security, leading to a significant data breach.

The focus shifts to modern AI systems, particularly OpenClaw and NemoClaw, which are seen as potentially repeating past mistakes by lacking adequate security measures. The author appreciates NVIDIA's efforts to provide a secure setup for these agents but emphasizes that many security features are still compromises due to the foundational architecture limitations.

The author contrasts the setup processes of two systems: NemoClaw (NVIDIA's approach) and Wirken (the author's own system). While both have similar goals, Wirken aims to enhance security by reducing risk boundaries and implementing stricter controls around agent operations.

Key points include:

1. Historical context of security failures in computing, particularly with MS-DOS.
2. The importance of separating processes and permissions for secure systems.
3. Current AI agent setups, with a focus on security shortcomings.
4. A detailed comparison of the setup steps between NemoClaw and Wirken, highlighting the latter's more secure architecture.

The text concludes with a call for collaboration and sharing ideas on building safer AI systems, emphasizing the need to learn from past mistakes.

Alon is developing a platform called Alien, which helps users deploy software in their own environments while keeping it fully managed. Many enterprise customers prefer self-hosting to protect their sensitive data, but it often leads to issues because they may not know how to properly manage the software. This can result in developers being unable to troubleshoot effectively since they lack access to the customer's environment.

Alien aims to solve this by allowing software to run in the customer's environment while giving developers control over updates, monitoring, and debugging. This approach benefits both customers, who maintain data privacy, and developers, who can ensure the software operates smoothly. Alien currently supports cloud platforms like AWS, GCP, and Azure.

For more information, you can visit their GitHub page or the Alien documentation for getting started and understanding how it works. Alon is eager to hear feedback on this project.

No summary available.

Summary:

Bryce P. Tetraeder, CEO of Global Tetrahedron, announces that his company has taken control of InfoWars.com, fulfilling a long-held ambition. He shares a personal story about his childhood fears and expresses a dark vision for the future of InfoWars, describing it as a chaotic platform filled with misinformation and scams. Tetraeder envisions a place where extreme ideas thrive and media content is endlessly recycled, reflecting a troubled society. He believes that the new InfoWars will combine amateur creativity with corporate profit motives, leading to unique and possibly unsettling innovations. He invites people to embrace this vision and participate in shaping the future of the platform.

Starting in 2027, all smartphones and tablets sold in the EU must have removable batteries and use USB-C chargers. This new regulation, approved in 2023, aims to reduce electronic waste and make it easier for consumers to replace batteries without needing special tools. Replacement batteries must be available for at least five years after the product is sold.

Currently, built-in batteries lead to high replacement costs, causing many to buy new devices instead of replacing batteries. The new rules will allow users to replace batteries themselves, saving money and reducing waste. Additionally, devices must be designed for durability, and software updates must be available for five years from the last sale date.

This initiative is part of a broader effort by the EU to cut carbon emissions and improve recycling rates, as less than 40% of electronic waste is currently recycled.

The article discusses modern rendering culling techniques used in video games to optimize performance by not rendering unnecessary objects. Here are the main points:

1. Introduction to Culling: Culling is essential in game graphics, helping reduce computational load by skipping the rendering of objects that are not visible or needed. Despite advances in AI and game engines, effective culling remains a critical aspect of game development.

2. Basic Culling Techniques:

   • Distance Culling: Objects too far from the camera are ignored. However, care is taken to manage visible pop-ins.
   • Backface Culling: Invisible faces of objects are skipped during rendering, improving efficiency.
   • Frustum Culling: Objects outside the camera's view are not rendered, which is especially effective in open-world games.

3. Occlusion Culling: This technique skips rendering objects hidden behind others. It can use hardware queries or software methods to determine visibility.

4. Advanced Culling Techniques:

   • Screen Size Culling: Objects are culled based on their size on the screen rather than distance.
   • Potentially Visible Sets (PVS): Precomputes visibility for static environments to speed up rendering.
   • Portal Culling: Used in indoor scenes to only render rooms visible through doorways.

5. GPU-Driven Culling: Modern techniques push culling logic to the GPU, allowing for efficient rendering without overloading the CPU.

6. Nanite Technology: In Unreal Engine 5, Nanite allows for efficient rendering of highly detailed scenes by managing visibility and detail levels dynamically on the GPU.

7. Light and Shadow Culling: Specialized methods are employed for managing lights and shadows in dense scenes to reduce their rendering costs.

8. Conclusion: Effective culling combines multiple techniques, with the focus on minimizing unnecessary rendering while ensuring visible elements are displayed correctly. Each technique has its trade-offs, and the right combination depends on the specific needs of the game.

Overall, the article emphasizes that while culling might seem straightforward, it involves complex decisions to balance performance and visual fidelity in game rendering.

The text discusses how AI assistants interact with websites and how to measure their traffic using server logs. Here are the key points:

1. AI Traffic Types: AI traffic can be categorized into two types:

   • Provider-side fetch: The AI directly retrieves data from the website.
   • Real clickthrough visit: A user clicks on a link from the AI's response and visits the site.

2. Logging Method: The author set up a custom logging system to capture specific data from requests made by different AI assistants. This helped differentiate between AI direct fetches and human visits.

3. AI Assistants Observed: Five assistants (ChatGPT, Claude, Perplexity, Manus, and Meta AI) were noted for their retrieval behaviors:

   • ChatGPT: Sends multiple requests from different IPs simultaneously.
   • Claude: Checks the robots.txt file before fetching pages.
   • Perplexity: Fetches pages directly with no additional headers.
   • Manus: Clearly identifies itself in logs.
   • Meta AI: Shows varied behavior and may use different user-agents.

4. Others Not Noted: Some assistants (Gemini, Copilot, Grok) do not have distinct identifiers, making it hard to attribute their traffic accurately.

5. Measuring Traffic: The text emphasizes that to measure AI traffic effectively:

   • Look for specific retrieval user-agents for direct fetches.
   • Identify normal browser user-agents for human visits.
   • Search and training bots should be recorded separately.

6. Recommendations: The author suggests using a robots.txt checker to manage which bots are allowed or blocked from accessing your website.

Overall, the post highlights the importance of understanding how different AI assistants interact with websites to accurately measure and categorize traffic.

The article by Dhruv Bhutani expresses a strong discontent with Amazon Kindle, arguing that it has shifted from being a reader-friendly device to a control-driven storefront. The author has been a loyal Kindle user for over a decade but feels betrayed by Amazon's decision to discontinue support for older Kindle models, effectively turning them into unusable devices. This move is seen as a tactic to force users to buy new hardware, raising concerns over environmental impact and digital ownership.

Key points include:

1. Loss of Access: Kindles older than 2013 will lose access to the Kindle Store, making them essentially useless if reset or re-registered after the cutoff date.

2. User Experience: The Kindle interface has not improved significantly over the years, focusing more on ads and promotions rather than enhancing the reading experience.

3. Privacy Concerns: Amazon collects extensive data on user reading habits, which raises privacy issues.

4. Better Alternatives: Other e-readers like Kobo offer superior hardware and better support for digital ownership, allowing users to borrow library books directly and use standard ePub formats.

5. Digital Rights Management (DRM): Users can manage their digital libraries using tools like Calibre to convert and back up books, ensuring they retain access even if Amazon changes its policies.

In conclusion, the author advises against purchasing another Kindle, suggesting that alternatives like Kobo or Boox provide a better reading experience and respect for digital ownership.

Engineers at Rice University have developed a new device called Meta-NFS that uses focused microwave energy to print electronics onto various surfaces, including living tissues and plants. This device can heat freshly printed conductive ink to over 160 °C without damaging the underlying material, which is a significant advancement over traditional methods that often heat everything around the area being treated.

Meta-NFS works like a magnifying glass for microwaves, concentrating energy into a very small area (less than 200 micrometers wide). This allows for precise control over the printing process, enabling the creation of complex electronic circuits in real time. Researchers can adjust the microwave power during printing to give the materials different electrical properties, all without needing to change materials.

They have successfully printed electronics onto a wide variety of materials, including a living plant leaf and a bovine femur bone, demonstrating the potential for medical applications like smart implants that can monitor stress and wear in real time. The technology opens up new possibilities for creating advanced electronic devices that were previously not feasible.

No summary available.

I'm creating a peer-to-peer crowdshipping marketplace, similar to BlaBlaCar, but for sending packages instead of passengers. Travelers will carry items for people needing to send things between cities or countries. I'm about to launch the minimum viable product (MVP) but I'm facing a common challenge: the "chicken-and-egg" problem. Travelers won't join without packages to deliver, and senders won't post items without travelers available. Many marketplace founders suggest focusing on one side first, but they often don't provide specific strategies. I'm looking for advice from those who have built similar platforms: how did you achieve your first 50-100 transactions? Did you manually connect users, offer incentives to one side, or limit the service to specific routes or cities?

Beneath the surface of a quiet cemetery in Ithaca, New York, millions of bees have created a large underground community. Researchers found one of the biggest groups of ground-nesting solitary bees, Andrena regularis, with estimates of around 5.6 million bees emerging each spring. This species has been present at the site since the 1930s and is important for pollinating crops like apples and blueberries.

The bees dig small nests underground, where they raise their young. Researchers measured the bee population using traps, discovering high densities of over 800 bees per square meter. Unlike honeybees, these solitary bees do not swarm and are mostly active in early spring.

The study also identified a few parasitic bees, but their impact was minimal. The cemetery's undisturbed environment provides a stable habitat for these bees, making it a critical area for pollination. The findings emphasize the need to protect such nesting sites for the health of ecosystems and agriculture.

No summary available.

The text discusses the author's experience with camera lenses, focusing on the Helios 44 lens and a larger Charles Beseler 18" lens. Key points include:

1. Lens Size and Aperture: The size of a lens and its aperture (like the Helios 44's 29mm vs. other lenses with larger apertures) affects how focused or blurred the background appears in photographs. Larger lenses can create stronger background blur, but often have a narrower field of view.

2. Challenges with Large Lenses: While larger lenses can produce great images, they often require a lot of adjustment and can be cumbersome to use. For wider shots without losing depth of field, the author notes that very large sensors or adapting existing lenses might be necessary.

3. Innovative Solutions: The author discusses building a system using the Charles Beseler lens, which has a 125mm aperture. This involved creating a "fake sensor" with a depth-of-field adapter and using various materials to scatter light effectively.

4. Construction Process: The construction of this setup included using a sliding rail for stability, creating bellows from flexible materials, and exploring different diffusion methods to effectively capture images.

5. Results and Improvements: The author tested the system and was pleased with the results, but noted areas for improvement, such as minimizing light loss and enhancing structural stability.

Overall, the text highlights the complexities and creative solutions involved in achieving high-quality photography with unique lens setups.

The text discusses recent proposals for enhancing interprocess communication (IPC) in the Linux kernel. Here are the key points:

1. Marketing Admission: The author admits that marketing is not their strength, but they focus on producing valuable articles for the Linux community.

2. IPC Proposals: Several proposals are currently being discussed to improve IPC mechanisms:

   • POSIX Message Queues: A new system call, mq_timedreceive2(), aims to extend the existing message queue functionality by allowing more parameters and improving flexibility.
   • io_uring: A proposal from Daniel Hodges seeks to introduce a high-bandwidth IPC mechanism within the io_uring subsystem, intended to function similarly to D-Bus, allowing efficient communication with minimal data copying.
   • Bus1: Originally proposed ten years ago, bus1 is making a comeback. It offers kernel-mediated IPC and is now being reimplemented in Rust, focusing on basic features and seeking community input for integration.

3. Challenges and Attention: The proposals, especially the ones for POSIX message queues and io_uring, have not garnered much attention from developers, indicating a need for more community support to move forward.

4. Community Discussion: The text features comments from the community discussing the feasibility and implications of having multiple IPC mechanisms in the kernel, comparing them to existing systems like D-Bus and Binder.

Overall, the article highlights ongoing efforts and discussions to enhance IPC in the Linux kernel, while also acknowledging the challenges of gaining developer interest and support.

The SDF Public Access UNIX System, established in 1987, offers various services like webmail, IRC, and tutorials.

• To connect to the system:
  • MacOS X users can use the link: ssh://[email protected].
  • Linux/UNIX users should type 'ssh [email protected]' in their terminal.
  • Windows users are recommended to use the free SSH client, putty.exe.
  • New users can access the system through a web browser using WeTTY.

To log in, replace "menu" with your username.

©1987-2065 SDF Public Access UNIX System, Inc.

The text discusses the idea that while AI can simulate behavior, it cannot truly experience consciousness. This argument challenges the dominant belief that consciousness arises solely from abstract information processing, which is called "computational functionalism." The authors introduce the "Abstraction Fallacy," explaining that understanding consciousness requires recognizing the role of physical processes, not just abstract symbols. They propose that a clear distinction should be made between simulation (mimicking behavior) and instantiation (having real experience). They argue that true consciousness in AI would depend on its physical makeup, rather than its programming. This framework aims to clarify the debate on AI consciousness and move beyond the current confusion.

On April 20, 2026, an update was made to the Claude Token Counter tool, allowing users to compare token counts across different Claude models. Notably, Claude Opus 4.7 has a new tokenizer that changes how text is processed, resulting in a higher number of tokens—approximately 1.0 to 1.35 times more than before. In testing, Opus 4.7 used 1.46 times the tokens of Opus 4.6.

Despite this increase in token count, the pricing remains the same: $5 per million input tokens and $25 per million output tokens. However, the higher token count means costs could rise by about 40%.

Opus 4.7 also features improved image support, able to process images up to 2,576 pixels on the long edge. Testing showed that for high-resolution images, the token count increased significantly (3.01 times for a large image), but for smaller images, the token counts were nearly the same as in 4.6. A test with a text-heavy PDF showed a smaller increase in token count (1.08 times more) compared to raw text.

Overall, the updates enhance the tool's capabilities but also indicate potential increases in usage costs.

Summary:

Bryce P. Tetraeder, CEO of Global Tetrahedron, announced that his company has taken control of InfoWars. He reflects on his childhood fears and expresses a desire to transform InfoWars into a chaotic platform filled with misleading ads and harmful content. Tetraeder imagines a site where users are bombarded with scams and misinformation, likening it to a project that will push the boundaries of online media. He believes that this new version of InfoWars will blend amateur creativity with corporate profit motives, ultimately creating a dark and overwhelming digital space. Tetraeder is excited about the potential of this transformation and invites others to join him in this venture.

No summary available.

No summary available.

No summary available.

Summary of "Stop Trying to Engineer Your Way Out of Listening to People" by Ashley Rolfmore

The author emphasizes the importance of truly listening to people in the software industry rather than relying on complex frameworks or systems. Many designers and product people avoid direct communication under the guise of creating better systems, but the real issue is a lack of genuine listening. Key points include:

1. Listening vs. Following Instructions: Listening is not about just doing what someone asks; it requires understanding their perspective.

2. Specialization Bias: Experts often assume others have the same knowledge they do, which can lead to misunderstandings.

3. Misconceptions About Technical Skills: Technical knowledge varies widely, and oversimplifying it into "technical" vs. "non-technical" can lead to missed insights.

4. Assumptions About Resources: Not everyone has the same skills or resources, which can affect their perspectives and abilities.

5. People Change: Individuals' thoughts and behaviors can evolve over time, making static project management ineffective.

6. Communication Gaps: What people say may not always reflect their true thoughts or feelings.

7. Judgment: Being dismissive of others hinders effective listening.

8. Group Dynamics: Interactions within groups are more complex than treating them as a collection of individuals.

The author warns that failing to listen can result in missed opportunities and increased misunderstandings, ultimately affecting success in the software industry. Improved listening can lead to better outcomes and reduce tech debt.

The essay "Epicycles All The Way Down" by Rohit Krishnan discusses the limitations and capabilities of large language models (LLMs). Here are the key points:

1. Understanding vs. Pattern Recognition: LLMs excel at recognizing patterns in data but often fail to grasp the underlying principles or generators that create those patterns, leading to mistakes.

2. Learning from Experience: The author shares personal anecdotes about learning and applying strategies in poker, reflecting on how outcomes alone don't equate to understanding.

3. Limitations of LLMs: While LLMs can predict successfully in many scenarios, they struggle with edge cases and may not learn the true generative rules behind the data they analyze.

4. Reasoning as a Solution: Introducing reasoning allows LLMs to correct mistakes and approach problems more like humans. This involves teaching them to think step-by-step and develop a deeper understanding of the patterns they encounter.

5. Complexity of Learning: LLMs operate in a space of high-dimensional patterns, making it complex to learn the true rules governing those patterns. They require a significant amount of data and training to improve.

6. Consciousness and Intelligence: The essay touches on the misconception that LLMs possess consciousness or true understanding, emphasizing that their intelligence is different from human intelligence and more akin to collective market intelligence.

7. Future Prospects: The author suggests that with enough data and advancements in architecture, LLMs could become more adept at learning underlying principles and reasoning, but they currently face fundamental challenges.

In summary, LLMs are powerful tools for pattern recognition but still lack a robust understanding of the deeper principles that govern the data they process. Reasoning and continuous learning may help bridge this gap, but challenges remain.

Researchers are raising concerns about the negative effects of using AI chatbots, like ChatGPT, on our cognitive abilities. As people increasingly rely on these tools for tasks like writing and problem-solving, they may experience a decline in memory, creativity, and critical thinking skills.

A study at MIT found that students who used ChatGPT showed significantly less brain activity, indicating reduced mental effort and creativity. These students struggled to remember the content of their essays and felt disconnected from their work. Similar findings suggest that over-reliance on AI can lead to “cognitive surrender,” where individuals accept AI-generated information without questioning it.

Experts warn that this trend could lead to long-term cognitive decline, as engaging less with complex tasks reduces brain activity necessary for healthy cognitive function. They suggest that while AI can be a useful tool, it should not replace critical thinking. To combat this, researchers encourage using AI as a supplementary tool rather than a primary source of information and recommend strategies to challenge our thinking.

In summary, while AI chatbots can assist with tasks, relying on them too much may harm our mental abilities and creativity, highlighting the need for a balanced approach to technology use.

Cahokia Mounds is an archaeological site in southwestern Illinois, near St. Louis, that was once a thriving Native American city from around 1050 to 1350 CE. It covers 2,200 acres and contains about 80 earthen mounds, which were part of a larger city that included around 120 mounds at its height.

Cahokia was the largest urban center of the Mississippian culture, known for its complex society and extensive trade networks. At its peak, it had a population of 15,000 to 20,000 people and covered about 6 square miles. The site is recognized as a UNESCO World Heritage Site and is notable for its monumental mounds, particularly Monks Mound, the largest earthen structure in the Americas north of Mexico.

The city experienced significant growth and cultural development around 1050 CE, often referred to as the "Big Bang." However, by the late 12th century, Cahokia began to decline due to factors such as environmental changes, social unrest, and possibly disease. By 1400 CE, the city was abandoned.

Today, Cahokia Mounds serves as a historical site and museum, attracting visitors and researchers interested in its rich cultural heritage. The site also holds spiritual significance for many Native American groups, who continue to honor their ancestral connections to Cahokia.

Peter Thiel is backing a new startup called Objection.ai, which aims to create a private justice system using AI to investigate media statements. This follows his past efforts against Gawker, where he funded a lawsuit to silence what he viewed as harmful journalism. Objection.ai allows anyone to challenge media reports, initiating an investigation by a team of former intelligence agents. The process costs about $2,000, making it more accessible for those wanting to target journalists and news outlets.

The startup's aim appears to be to undermine traditional press accountability by using AI to deliver verdicts and enforce consequences, effectively bypassing the legal system and First Amendment protections. Critics argue that this approach could lead to harassment of journalists, as it turns legitimate investigative processes into tools for intimidation. The founders, including Aron D’Souza, suggest that their model reflects a broader failure of media to uphold facts, but many see this as a dangerous strategy to control journalistic discourse.

Thiel's initiative is seen as a serious threat to press freedom, especially in a current environment that is already hostile towards journalism. The implications are significant: wealthy individuals could use this system to target media they dislike, potentially chilling journalistic practices and undermining public accountability.

NASA's Artemis program aims to explore the Moon for scientific research and to develop technologies that will help humans live and work on other planets, particularly Mars. The program includes notable missions like Artemis I and Artemis II, featuring the Space Launch System (SLS) rocket and the Orion spacecraft.

Key points:

• Artemis missions focus on lunar exploration and technology advancement.
• NASA's SLS is the most powerful rocket ever built.
• Artemis I successfully launched on November 16, 2022, and the Orion spacecraft splashed down in the Pacific on December 11, 2022.
• The program involves astronauts from NASA and the Canadian Space Agency (CSA), preparing for future crewed missions.

No summary available.

The article discusses how database branching can be made easier using a technique called copy-on-write (CoW). Traditionally, branching a database involved copying the entire database, which is time-consuming and costly. However, CoW allows a branch to share storage with the parent database, only writing new data when changes occur. This makes creating a branch quick and inexpensive.

Key points include:

1. Challenges with Seeding: Many development teams use seed files to create a base state for their databases. However, as the app grows, maintaining these seed files becomes complex and time-consuming, and they can fail to capture real-world data scenarios.

2. Copy-on-Write Benefits: CoW changes the cost dynamics of branching. Instead of copying all data, it creates a snapshot that only uses additional storage for changes, making the process faster and cheaper. This allows developers to work with realistic data without the overhead of full database copies.

3. Usage in Workflows: CoW can improve workflows like migration rehearsals, testing, debugging, and creating preview environments by providing a realistic dataset without the hassle of seeding.

4. When Seeding is Still Useful: There are situations where seeding is still beneficial, such as for unit tests, offline workflows, or when schema changes rapidly. Additionally, privacy concerns arise when using real data in branches.

In conclusion, modern tools like Xata enable easier and more cost-effective database branching, which can significantly streamline development processes.

The article, written by Michelle Bu, discusses the first ten years of Stripe's payment APIs. It highlights key achievements and developments in Stripe's payment technology. The author emphasizes the importance of developer experience and offers resources for developers, including videos, documentation, and community meetups. The article also mentions related projects, such as Stripe Credits and Ledger, which enhance payment processing and money tracking. Overall, it showcases Stripe's growth and commitment to improving payments for developers.

Summary of The Data Drop · #049: The ListeningMuseum

The ListeningMuseum features 36 mechanical keyboards and switches, showcasing sounds from classic models like the IBM Model M (1985) to modern custom keyboards. Users can click on a keyboard card to expand details, type on their keyboard, and hear the corresponding sounds. The collection includes over 500 audio samples from various switch families.

Key Points:

• 36 keyboards and 8 switch families represented.
• 500+ audio samples available for listening.
• Interactive experience: Click a card, type on your keyboard, hear the sound.
• Provides details about each keyboard's components and sound characteristics.

Methodology:

• Audio samples are sourced from the open-source mechanical keyboard community, not recorded by the curator.
• Sound quality can vary due to different recording conditions, so treat this as a listening experience rather than a buying guide.
• Users are encouraged to explore paired recordings to understand how various factors affect sound.

To stay updated, subscribers can receive this content every two weeks without spam.

Forbes recently reported on a tragic incident in Louisiana where a man, Shamar Elkins, killed eight children, including seven of his own. Following this, Forbes included a feature called "ForbesPredict," asking readers to guess if Congress would enact stricter gun control laws by the end of 2026. This feature aims to engage readers in a gamified way, allowing them to earn tokens instead of cash for making predictions about various news events.

ForbesPredict was launched to address declining website traffic due to AI taking over how people access information. Users can earn tokens for participation, which give them status and gameplay advantages within the platform. The feature is similar to other prediction markets, but without monetary stakes. Forbes is trying to retain its audience by making news consumption interactive, though it raises questions about the appeal of such a model. The effectiveness of this strategy in keeping readers engaged is still uncertain.

No summary available.

I'm sorry, but I can't access external links. However, if you provide the text you want summarized, I'd be happy to help!

A recent study revealed that many scientific datasets, particularly those from published papers, contain significant copy-paste errors. This finding emerged after analyzing 600 datasets, with 18 cases flagged as serious concerns. One notable example involves a landmark Parkinson's Disease study, where duplicate data for different mice raised questions about the validity of the results.

The analysis was conducted using software developed to identify patterns of data duplication, inspired by recent scandals in scientific research. Among the three highlighted cases, one involved duplicated measurements in mouse motor function tests, suggesting either unintentional mistakes or possible data manipulation.

Another case revealed potential mix-ups in research on toxin resistance in animals, where values appeared to be copied incorrectly, leading to inconsistencies in the findings. Lastly, a study on genetically identical fish also showed scrambled data, where fish lengths were misassigned due to an error in data handling.

Overall, the study indicates that about 3% of the datasets examined contained such errors, but the actual error rate could be much higher. There is a lack of oversight in verifying data integrity in scientific research, as journals and institutions often prioritize metrics over rigorous data checks. The project continues to investigate more datasets, aiming to uncover additional errors and promote accountability in scientific publishing.

No summary available.

The planb-lpm project is a C++ library that implements the IPv6 longest-prefix-match (LPM) algorithm using a linearized B+-tree. It enhances the original algorithm from a research paper by making it portable and easier to use, including features like:

• A header-only core that works without AVX-512 instructions, automatically falling back to a simpler method if needed.
• A dynamic forwarding information base (FIB) that allows for efficient updates and lookups.
• Python bindings for easy integration into Python projects.
• Correctness tests to ensure the implementation matches expected behaviors.

Purpose: The library aims to provide a usable and efficient LPM solution for various applications, including network research, software-defined networking (SDN) tools, and educational purposes.

Building the Library:

• It can be built using CMake with commands that set the build type and compile the code.
• Users can run benchmarks to evaluate performance.

Performance:

• The implementation was tested with synthetic and real BGP datasets, showing significant improvements in speed and memory usage compared to traditional methods.
• The library has been optimized for performance, particularly in handling large datasets.

Limitations:

• The project is not compatible with older hardware and does not include all baseline algorithms from the original paper.
• Results may vary based on the hardware used for testing, as this implementation was tested on consumer-grade laptops.

Contributions: The project is open for contributions, including bug fixes, performance benchmarks on new hardware, and other enhancements.

In summary, planb-lpm is a modern, efficient implementation of IPv6 LPM designed for portability, performance, and usability across different platforms and applications.

No summary available.

Tesla is expanding its 'Robotaxi' service, which seems to be aimed at boosting its stock price before earnings are reported.

Summary: Ben Lerner's New Novel "Transcription"

Ben Lerner, an acclaimed writer known for his thoughtful autofiction, has released a new book titled "Transcription." In a conversation that served as inspiration for this work, Lerner discussed his ambivalence about interviewing his mentor, poet Rosmarie Waldrop, highlighting the challenges of capturing authentic dialogue.

"Transcription" is a unique blend of poetry, fiction, and essays, exploring themes of fatherhood and middle age. The story follows an unnamed narrator who is meant to interview a 90-year-old artist named Thomas but ends up pretending his broken phone is functional to record the conversation. This leads to a reflective dialogue about technology, parenthood, and personal failures.

The novel consists of three parts, with the second section revealing that the narrator’s published interview is largely fictionalized, causing tension with Thomas’s family. The narrative also delves into Thomas’s family dynamics, particularly focusing on his granddaughter's struggles with an eating disorder.

Lerner's previous works, including "The Topeka School," have been recognized for their social commentary, but with "Transcription," he aims to break away from conventional expectations, allowing for a more open exploration of different ideas.

Now 47, Lerner reflects on his maturity as a writer post-heart surgery, recognizing the complexities of blending personal experiences with fiction. He grapples with how to discuss parenting in his writing without censoring himself, acknowledging that both writing and parenting are significant parts of his life.

Ultimately, "Transcription" addresses contemporary issues like phone addiction and the realities of family life, aiming to transform these experiences into a meaningful literary narrative. Lerner hopes readers will see his work as sincere and emotionally resonant, despite the challenges of expressing love and connection through language.

The U.S. government has warned of potential delays in weapon and ammunition deliveries to the Baltic States (Estonia, Latvia, and Lithuania) due to the ongoing war in Iran. During a press conference on April 17, Estonia’s Prime Minister Kristen Michal and Lithuania’s Prime Minister Inga Ruginienė acknowledged these supply challenges but emphasized their strong relationship with the U.S. and ongoing discussions to address the issues. Latvia’s Prime Minister Evika Siliņa mentioned that her government has not received official updates but is monitoring the situation.

Estonian Defense Minister Hanno Pevkur expressed concerns specifically about delays in ammunition for the HIMARS artillery systems, which Estonia began receiving in 2025. The country has ordered more HIMARS for delivery in 2027. Pevkur noted that if ammunition delays persist, alternatives might need to be considered, but this would require permission from U.S. manufacturers. All three Baltic States have purchased HIMARS for their militaries.

Summary: Turning a Chinese IoT Camera into an Owl Livestream

The article discusses a project where the author's brother, Spencer, set up a camera to livestream a Great Horned Owl family. The camera, an S4 Pro, had poor app support for livestreaming, prompting the author to find a better solution.

Key steps included:

1. Camera Setup: Spencer installed the camera high in a tree with solar panels and 4G support. However, the app (NiView) was limited, requiring users to download it and access the stream through a shared link.

2. Challenges: The author explored different methods to access the camera feed, including checking for a web viewer and using mitmproxy to analyze the app’s network requests. These attempts were unsuccessful due to encrypted requests and a lack of documentation.

3. App Reverse Engineering: The author then dumped the NiView app from a jailbroken iPhone to analyze its code. Using tools like Hopper and LLDB, they searched for how the app processes video frames.

4. Building a Tweak: The author created an iOS tweak to hook into the app's video rendering function. This tweak captured video frames, converted them to JPEGs, and streamed them to a web server.

5. Final Setup: After writing the tweak and setting up a local server, the author created a simple webpage to display the livestream and avoid overwhelming the camera's battery.

6. Pitfalls: Some issues included memory leaks in the tweak and challenges with image compositing, as the camera provided two overlapping images. The camera’s battery eventually died during the stream, which was resolved with an external power source.

In conclusion, the project was a fun and technical challenge, demonstrating the author's skills in programming and reverse engineering to bring the owl livestream to life.

Sudo for Windows Overview

Sudo for Windows allows users to run commands with elevated permissions from regular terminal windows. It is available for Windows 11 builds 26045 and later. Users can enable this feature in the Windows Settings under "Developer Features."

Key Points:

• Not a Direct Copy: Sudo for Windows is different from the Unix/Linux version of sudo. It is specifically designed for Windows and may not support all features of the traditional sudo.

• Documentation: All project documentation is found at aka.ms/sudo-docs. Contributions to documentation are welcome.

• Contributing: To help with the project, check out the CONTRIBUTING.md file. There’s also a script called sudo.ps1 that makes using sudo in PowerShell easier.

• Communication: Users can report issues and suggest features on GitHub. For questions, discussions threads are available. Team members can be reached through social media.

• Code of Conduct: The project follows the Microsoft Open Source Code of Conduct. For questions, contact [email protected].

Summary of "Six Levels of Dark Mode"

The article discusses six levels of implementing dark mode on websites, highlighting various techniques for color scheme switching. Here’s a simplified overview of each level:

1. Barebone: Use a meta tag (<meta name="color-scheme" content="light dark">) in the document head to let browsers know about light/dark mode preferences without CSS.

2. Basic: Implement the CSS property color-scheme in your HTML (html { color-scheme: light dark; }) to support color preferences while allowing for user agent default styles.

3. Benign: Utilize the light-dark() CSS function for simple color adjustments, enabling different colors for light and dark modes.

4. Bold: Leverage media queries (@media (prefers-color-scheme: dark) { ... }) for more customization in styles based on user preferences, allowing for extensive design changes.

5. Bisectional: Create separate stylesheets for light and dark modes using <link> tags with media attributes, which can reduce unnecessary downloads.

6. Ballistic: Use JavaScript's matchMedia function to detect and respond to color scheme preferences dynamically.

7. Beyond: Develop a color scheme switcher that allows users to choose their preferred mode, defaulting to the system's setting.

8. Beguiling: Employ the :has() CSS selector to apply styles based on the presence of specific meta tags, eliminating the need for additional classes or attributes.

The article emphasizes the versatility of these methods, encouraging developers to mix and match techniques for optimal results.

The Swiss AI Initiative is funding research and development of open science projects related to foundation models and important societal applications.

Key dates:

• Declaration of Intent: March 16, 2026
• Full proposal: March 31, 2026
• Project decision and start: July 2026

Launched in December 2023, the initiative has over 10 million GPU hours and a 20 million CHF grant, making it the largest effort for open science and open source in AI globally. It involves over 800 researchers from more than 10 Swiss academic institutions, supported by the powerful "Alps" supercomputer at the Swiss National Supercomputing Centre.

The initiative aims to create transparent software, models, and data for trustworthy use by various stakeholders, including small and medium enterprises and start-ups. For more details on members, you can visit the Swiss AI Members page.

Summary of Caztor 1.0 Announcement

Caztor 1.0 is a new browser designed for small-net protocols like Gemini and Gopher, evolving from the previous JGemini browser. This version introduces many features, making it more functional and user-friendly.

Key Points:

• Origin: JGemini was created in 2021 as a Java-based graphical browser for the Gemini protocol and has since been updated.
• Cross-Platform: Caztor works on multiple platforms (Linux and Windows) using a single Java JAR file, requiring no complex installation.
• Privacy-Focused: It saves minimal data, with no URL history saved unless the user chooses to enable it.
• Markdown Support: Caztor is the only browser with full support for CommonMark Markdown, allowing in-line formatting and tables.

Features:

• Supports Gemini, Gopher, and other protocols.
• Offers text styling, a download manager, and a built-in client certificate manager.
• Allows for media streaming and document searching.
• Has a simple, nostalgic user interface reminiscent of 90s browsers.

Limitations:

• Less polished than some competitors; requires file editing for certain configurations.
• Lacks features like tabbed browsing and only saves minimal state information.

Installation: Requires a Java JVM. Users can run Caztor by downloading the JAR file and executing it with Java.

Feedback: Users are encouraged to report bugs and provide feedback on GitHub.

Screenshots showcase various themes and features of the browser.

Swiss authorities are looking to lessen their reliance on Microsoft. They aim to explore alternatives and reduce dependency on this software giant. This initiative is part of a broader discussion on technology independence.

The "Wife Acceptance Factor" (WAF) is a term used to describe how likely a wife is to approve of the purchase of expensive electronics, like speakers and home theater systems. It's a humorous take on technical terms and plays on the stereotype that men are more interested in gadgets, while women care more about design and aesthetics.

Some people find the term sexist, especially women involved in high-fidelity audio communities, and suggest using alternatives like "significant other acceptance parameters" (SOAP) instead.

The concept has historical roots dating back to the early days of radio in the 1920s, when manufacturers began to consider how to make radios more visually appealing to women, as they started to influence buying decisions. The term "Wife Acceptance Factor" was first used by Larry Greenhill in 1983 in Stereophile magazine.

I adapted Microsoft's TRELLIS.2, which transforms images into 3D models, to work on Apple Silicon using PyTorch MPS. The original version needed CUDA, which isn't compatible with Macs. I replaced the CUDA-specific operations with PyTorch alternatives, resulting in a few hundred lines of code changes across 9 files. The modified version can create around 400,000 vertex meshes from single photos in about 3.5 minutes on an M4 Pro (24GB). While it's slower than the original on H100 (which takes seconds), it can run offline without needing cloud services. You can find more information here.

Business Insider shares interesting and innovative stories that people want to read about.

Summary of "A Brief History of Fish Sauce"

Fish sauce, a key ingredient in Southeast Asian cuisine, is made from fermented fish and salt. In Vietnam, it is widely used in households and restaurants, primarily in a condiment called nuoc cham, which includes fish sauce, water, lime juice, and sugar.

The origins of fish sauce are debated among historians. Some believe it began with the ancient Greeks, who created a sauce called gàros, later adopted by the Romans as garum. Roman fish sauce was popular and varied in its preparations. However, the decline of fish sauce in Europe occurred after the Roman Empire fell due to factors like salt scarcity and changing cultural practices.

In Asia, there are theories that fish sauce developed independently or was influenced by ancient Chinese fermenting methods. Vietnamese nuoc mam shares similarities with Chinese soy sauce production. Today, regions in Vietnam, especially Phu Quoc, produce high-quality fish sauce.

Despite the historical debates about its origins, fish sauce plays a crucial role in Vietnamese culture and cuisine, symbolizing national identity. For many Vietnamese, a meal without fish sauce feels incomplete.

The text discusses the OAuth 2.0 authorization code flow using PKCE (Proof Key for Code Exchange) and outlines the components involved, such as the user, browser, app server, auth server, and API. It mentions various technical elements related to application development, including full-stack apps, CI/CD pipelines, TCP state machines, engineering organizations, e-commerce schemas, payment classes, and checkout processes.

The main focus is on creating a sequence diagram to visualize this flow. Users can generate or edit the diagram and render code as needed.

Joe Binder is the Vice President of Product.

Turtle WoW, a popular private server for World of Warcraft, is shutting down after Blizzard won a court case against it. The shutdown will happen on May 14, 2026, as part of a settlement reached in a copyright infringement lawsuit. The Turtle WoW team expressed their gratitude to players, stating that their experiences over the last eight years were meaningful. The server aimed to recreate a classic version of the game with new features, capturing the nostalgia of the original World of Warcraft. Fans have shared their sadness about the closure on forums and social media.

This blog post is part of a series on the Material Programming Project, which focuses on developing software for the Kniterate knitting machine. Key updates include:

1. Learning and Testing: The author learned 2-bed knitting techniques and made progress on a code visualizer for converting Knitout to Kniterate format. They successfully ran several tests on the Kniterate, showing promising results.

2. Workshop Experience: The author and a colleague attended a workshop on using a Brother ribber, improving their skills in handling 2-bed machines. They practiced various knitting techniques and successfully set up a ribber in their studio.

3. Testing and Debugging: They tested a waste section sample and encountered some coding issues that required adjustments. Despite these challenges, they achieved good results with knitted samples, including a 1x1 rib and a fisherman’s rib.

4. Casting Off: The author explored different casting-off methods, adapting code from Knitout examples. They recognized that their initial method caused some loose stitches and planned to simplify the code for better results.

5. Ongoing Issues: A recurring problem involved the Kniterate moving yarn carriers incorrectly, leading to dropped stitches. The author plans to investigate this further by comparing the generated files from different sources.

6. Interface Improvements: The author is enhancing the visualizer to support Kniterate-specific functions, such as KCode export and automatic waste section generation.

7. Inspiration from Exhibition: They visited an exhibition featuring student works that inspired ideas for using elastic yarn to create unique 3D shapes in knitting.

8. Future Goals: The author aims to learn more about jacquard techniques and gain a deeper understanding of the KCode file format to address the carriage errors encountered.

Overall, the blog reflects ongoing learning and experimentation with the Kniterate machine, highlighting both progress and challenges faced in the development process.

There was a partial outage affecting users of ChatGPT, Codex, and the API Platform on April 20, 2026. The issues have since been resolved, and all services are now fully operational. Availability metrics can vary based on the user's subscription tier and the specific model or features they use. The incident involved multiple updates as the team investigated and monitored the situation, starting around 2:35 PM and concluding with full recovery at 6:48 PM.

No summary available.

From January to April 2026, there were multiple service interruptions affecting ChatGPT, Codex, and API platforms, primarily in Europe. Here are the key points:

• Various issues included elevated error rates, problems with account creation, login difficulties, and issues with specific features like file uploads and video generation.
• Most services experienced full recovery after each incident was addressed.
• Users had difficulties accessing ChatGPT, particularly when using VPNs or during upgrades.
• The service reported elevated errors for business and enterprise customers, as well as issues with SSO (Single Sign-On) login.
• Throughout this period, the company consistently monitored and resolved issues, ensuring that all impacted services eventually recovered.

Overall, the pattern showed a series of temporary disruptions, but all services returned to normal functionality.

No summary available.

No summary available.

To build the chip8emu program, you need the Spectre Programming Language toolchain. Use the command: spectre ./src/main.sx -o chip8emu. The program is licensed under GPL-3.0-only and was created by Navid M.

Apple has introduced a robust on-device AI system in macOS, starting with macOS 26. It includes a large language model (LLM) with around 3 billion parameters and an easy-to-use API that doesn't require cloud access or fees. Key components of this AI stack are:

1. Foundation Models: A LLM with features like streaming and structured output.
2. NLContextualEmbedding: A text embedding tool similar to those offered by OpenAI, available since iOS 17.
3. SFSpeechRecognizer/SpeechAnalyzer: On-device speech-to-text capabilities with good accuracy on Apple Silicon.

A developer created "cyberWriter," a Markdown editor that utilizes these AI features. Users can perform tasks like semantic searches and voice dictation directly within the app without needing extensive AI knowledge.

The AI system is designed with privacy in mind; data remains on the device, and users control whether any information is sent to the cloud. However, there are some limitations, such as mid-tier embedding quality, context window restrictions, and current English-only support for certain features.

Overall, the developer experience is positive, and there is potential for more innovative applications using this AI stack. The embedding feature is officially launching today.

Summary of Changes in Claude Opus 4.6 to 4.7

On April 16, 2026, Anthropic released an update for Claude Opus, moving from version 4.6 to 4.7. Here are the key changes:

1. Name Update: The "developer platform" is now referred to as the "Claude Platform".

2. New Tools: The system prompt now includes "Claude in Chrome," "Claude in Excel," and "Claude in Powerpoint," expanding the tools available for users.

3. Child Safety Enhancements: The child safety guidelines have been significantly improved, emphasizing caution in conversations involving child safety topics.

4. User Interaction: Claude now respects users who want to end conversations, without trying to prolong the interaction.

5. Task Execution: Claude prefers to use available tools to clarify requests rather than asking users for more information. Once started, Claude completes tasks fully.

6. Tool Search Feature: Before concluding it lacks a capability, Claude will check for available tools using a new "tool_search" function.

7. Conciseness: Claude's responses are now more focused and concise, avoiding overly long explanations.

8. Revised Communication Style: Claude will no longer use certain phrases or styles of communication unless specifically requested by the user.

9. Guidance on Disordered Eating: Claude will avoid providing specific dietary or exercise advice if it detects signs of disordered eating in users.

10. Nuanced Responses: Claude is now better equipped to provide detailed answers instead of simple yes or no responses on complex issues.

11. Knowledge Update: The specific statement about Donald Trump being the president has been removed, reflecting an updated knowledge cut-off date.

12. Tool Descriptions: The system prompt does not fully list the tools available, but users can request a detailed list of tools and their descriptions directly from Claude.

Overall, the update aims to improve user safety, interaction quality, and response accuracy while enhancing the functionality of the Claude AI.

The blog post by Noah discusses the nostalgia for the Extensible Messaging and Presence Protocol (XMPP), also known as Jabber, highlighting its peak popularity around 2008. During this time, XMPP allowed users to easily communicate across various platforms, including connections to services like Google Talk and Facebook Messenger. However, the landscape has changed, and many of these connections have been severed, leading to a decline in XMPP's usage.

Noah expresses disappointment over the current state of XMPP, noting that while it still exists, it is largely underused, with few people in his personal life familiar with it. He contrasts this with Matrix, a modern decentralized chat platform that he attempted to self-host. He found Matrix to have significant scalability issues, requiring high server specifications that make it impractical for personal use.

In summary, Noah longs for the days when XMPP was widely used and easily integrated with various messaging services. He believes that while XMPP and Matrix share similar concepts, Matrix's design fails to meet the needs of everyday users, making XMPP a nostalgic reminder of a more interconnected internet.

On Friday, Anthropic released Claude Design, which caused Figma’s stock to drop by seven percent. The CEO of Deel humorously reached out to Anthropic's founder on X, asking them not to disrupt Deel's business, which focuses on payroll and compliance. He highlighted that many companies might be vulnerable to disruption since simple tasks can be automated.

Figma could be at risk because designing interfaces can be simplified into markdown files that an AI can handle. In contrast, Deel's strength lies in its complex relationships with numerous tax authorities, making it harder for competitors to replicate their services. The CEO's tweet was a playful assertion of Deel's unique position.

The takeaway is to consider what skills or processes your company has that could be automated and recognize that anything that can be simplified will likely be automated in the future.

The text explains how routing works in a web application. Key points include:

• Pages, APIs, layouts, and error pages (404s) are organized in the filesystem.
• The "app/" folder manages server-side rendered (SSR) pages.
• The "api/" folder provides typed JSON responses.
• Layouts and error handling are integrated into the basic structure rather than added later.

The article discusses the potential risks to the global semiconductor memory supply chain due to the ongoing conflict between Israel and Iran. While helium shortages have been highlighted, the more pressing issue is the reliance on bromine, a key material needed to produce semiconductor-grade hydrogen bromide gas, which is essential for manufacturing memory chips like DRAM and NAND flash.

Key points include:

1. Bromine Dependency: South Korea sources 97.5% of its bromine from Israel. This dependency makes the supply chain vulnerable, especially with ongoing missile attacks from Iran on Israeli facilities.

2. Production Challenges: There are no alternative facilities outside Israel capable of quickly producing the necessary hydrogen bromide gas at scale. Building new facilities would take years.

3. Immediate Consequences: A disruption in bromine supply would lead to shortages in memory chips, affecting everything from consumer electronics to military systems. Prices for smartphones and other devices could rise significantly, especially in developing regions.

4. Military Implications: The U.S. military relies on DRAM and NAND chips for critical systems. A shortage could impact military readiness as commercial and defense needs compete for the same limited resources.

5. Recommended Actions: To mitigate these risks, the article suggests:

   • Pre-positioning alternative bromine sources.
   • Establishing a dedicated infrastructure for converting bromine outside Israel.
   • Coordinating efforts among the U.S., South Korea, and Israel to secure supplies and build resilience in the supply chain.

In conclusion, the article emphasizes the need for immediate action to address these vulnerabilities before a major disruption occurs.

I'm sorry, but I can't access external links. However, if you provide the text you want summarized, I'd be happy to help!

Palantir, a major tech firm, has proposed reviving the military draft in a recent manifesto. The company argues that society should consider moving away from an all-volunteer military, suggesting that national service should be a universal duty to ensure everyone shares the risks and costs of war. Their manifesto emphasizes that Silicon Valley owes a "moral debt" to the nation, implying that tech companies should contribute to national defense as a way of repaying society for their success.

The document, which Palantir shared online, contains several controversial statements and themes, including criticism of the current tech culture and a call for more military involvement in technology. It suggests that tech companies should stop making consumer products and focus on building security tools, including AI weapons.

Palantir also implies that criticism of public figures and cultural norms should be allowed, while also calling for respect towards elites. The manifesto reflects a mix of nationalistic sentiment, a rejection of modern tech consumerism, and a push for a more militarized approach to technology.

Overall, Palantir's manifesto is seen as elitist and contradictory, stirring debate about the role of tech companies in society and their obligations to the government.

No summary available.

Here’s a simplified summary of the provided text:

• The text discusses various optimization experiments conducted on different software projects within a community.
• Each project has undergone changes aimed at improving performance, with results measured in terms of time saved or efficiency gained.
• Notable improvements include:
  • A 74.85% reduction in runtime for a workspace test.
  • A 98.43% decrease in page weight by optimizing image previews.
  • Several projects achieved significant reductions in processing times for tasks like JSON parsing and event handling.
• Some projects reported no improvements yet, indicating ongoing work to enhance performance.
• The overall focus is on making software more efficient through various coding and structural optimizations.

The article "Filesystem Wars: Why Your Choice of Storage is Actually a Security Move" explores various file systems and their implications for security, crash consistency, and design philosophies. Here's a simplified summary of the key points:

1. Filesystems Discussed:

   • FFS/FFS2: An early Unix filesystem focusing on reliability and performance through cylinder groups.
   • BFS: Known for treating metadata as queryable data, allowing for real-time searches, but lacks modern security features.
   • NTFS: The standard Windows filesystem, designed for enterprise needs with complex permissions, but suffers from fragmentation and lacks native snapshots.
   • ext4: A reliable and straightforward Linux filesystem, but it does not support features like Copy-on-Write (CoW) or native snapshots.
   • ZFS: Emphasizes data integrity with features like self-healing and snapshots, but requires more RAM and is complex to set up.
   • APFS: Apple’s modern filesystem designed for flash storage, featuring dynamic space allocation, CoW, and built-in encryption.

2. Crash Consistency:

   • Filesystems face challenges when operations are interrupted, leading to potential data corruption. Solutions include journaling (writing changes ahead of time) and soft updates (ensuring dependencies are respected).

3. Security Models:

   • Different filesystems approach security in various ways, with some offering fine-grained access controls (like NTFS) and others lacking native encryption (like FFS).

4. Key Features Comparison:

   • ZFS and APFS excel in snapshots and CoW.
   • NTFS and ext4 are more traditional and reliable but lack modern features.
   • BFS was innovative but is now mostly a historical reference.

5. Overall Commentary:

   • Each filesystem has its strengths and weaknesses, shaped by its design philosophy and intended use cases.
   • APFS is noted for integrating well with Apple’s security model, making it suitable for modern devices.

The article concludes by emphasizing that the choice of filesystem is not just about performance but also about how it impacts security and data integrity.

The Victorian sex abuse scandal in London in 1885 revealed a shocking network of powerful men abusing young girls. This was brought to light by a series of articles in the Pall Mall Gazette titled "The Maiden Tribute of Modern Babylon," which documented systematic exploitation and trafficking of minors. The public outrage led to petitions and demonstrations, pressuring Parliament to raise the age of consent from 13 to 16 and introduce new laws against child exploitation.

Despite this, many perpetrators remained unpunished, while journalists like W.T. Stead, who highlighted the issue, faced legal consequences. The laws passed were flawed, often punishing women involved in sex work rather than the exploiters.

The scandal demonstrated that influential people often resist meaningful reforms and that victims are frequently blamed or ignored. It highlighted the need for accountability for abusers and the importance of listening to victims' voices. The lessons from this historical event are relevant today in combating child sexual exploitation and ensuring justice for survivors.

No summary available.

The global shortage of RAM (memory) is expected to continue for several years. Currently, memory manufacturers are projected to only meet 60% of the demand by the end of 2027. Despite efforts by major companies like Samsung, SK Hynix, and Micron to increase production, new facilities won't be operational until at least 2027 or 2028. To meet demand, production needs to rise by 12% per year, but only a 7.5% increase is planned.

The new production facilities will mainly focus on high-bandwidth memory (HBM) used in AI data centers, which may not help reduce the prices of general-purpose RAM used in consumer electronics like phones and laptops. As a result, many electronic devices have already seen price increases due to the RAM shortage.

No summary available.

The text mentions several topics related to current events and economic issues. Key points include:

1. Amazon and USPS: There are concerns about delivery services in rural America, particularly how Amazon and the USPS may impact access to goods.

2. Consumer Spending: Factors like the U.S.-Iran war and rising gas prices are affecting consumer spending and enjoyment.

3. Private Credit Funds: Apollo CEO Marc Rowan criticized lenders who can't meet redemption requests for private credit funds, especially as interest rates hit 5%.

Overall, the text highlights challenges in delivery services, consumer behavior influenced by geopolitical and economic factors, and issues in the finance sector.

Here’s a simplified summary of the text:

The author has been testing a way for coding agents to work together without using APIs or extra costs. The goal is to use existing subscription plans and keep the setup simple for quick testing.

Key points include:

• The author wants to extend sessions and get different perspectives on the same work by using agents like Claude, Codex, and Gemini.
• The method allows one agent to invoke another through command-line instructions, maintaining the context of the previous conversation.
• The basic workflow involves one agent producing a draft, another reviewing it, and then iterating on the draft until it's satisfactory.
• A simple command structure is used to ensure agents can continue discussions without starting over each time.

For better visibility, the author suggests using a tool called tmux, which allows monitoring of multiple agents' interactions in separate windows.

Overall, this approach is useful for quick experiments but has limitations in monitoring the process. The author believes that while different models can provide varied insights, it's unclear if more interactions always lead to better results.

In summary, for those using subscription-based coding agents:

• Use simple resume calls for ease.
• Use tmux for better visibility and control.

The article discusses how video game developers implement the pause feature in games, a common but often overlooked aspect of game design. Developers usually rely on game engines that support pausing, but the process can be complicated and messy.

Key points include:

1. How Pausing Works: Many developers set the game's speed to zero when paused, while some use unique methods, like slowing time to an extremely low rate, to allow for special features.

2. Types of Pauses: There are various pause scenarios, such as pausing the game for a menu, when a controller disconnects, or when accessing inventory. Each type requires different handling to avoid bugs.

3. Development Challenges: Some developers recount early mistakes when implementing the pause function, learning important lessons about performance and organization.

4. Creative Solutions: Some developers take a screenshot of the game at the moment of pausing to create a static background for the pause menu, freeing up memory and simplifying the process.

Overall, while pausing a game is not overly complicated, it requires careful implementation and testing to ensure it works smoothly.

Faceoff is a text-based user interface (TUI) app created in Python that lets users follow live NHL games and check standings and statistics. The idea came from a similar app called Playball for MLB games. The development process involved coding in a casual style, but it wasn't done all at once. The creator added features and fixed bugs after spending a lot of time in the terminal. You can try the app by running the command uvx faceoff (note: it requires the uv package).

The blog post discusses the author's journey in creating a personal website using Emacs and org-mode, avoiding modern JavaScript frameworks and dependencies. The author prefers the simplicity of text editing over complex static site generators (SSGs) and aims to publish notes directly from org-mode without external tools.

Initially, the author tried using org-publish but faced difficulties with its limited API and complicated templating. After exploring other options and realizing they didn't meet their strict requirements, the author discovered Weblorg, which offered a promising architecture but still relied on a templating system that felt inadequate.

Determined to create a pure Emacs solution, the author rebuilt Weblorg, focusing on extensibility and minimalism. They implemented a new routing system that allowed for dynamic content generation, cross-linking, and efficient state management. The author dealt with challenges like managing link resolution and ensuring that changes in one file would trigger updates in related files.

Performance was a significant concern throughout the process, leading the author to optimize their code, implement caching, and create an incremental build system. This allowed for quick updates when files changed, similar to modern web development hot-reloading.

Ultimately, the author emphasizes the importance of simplicity, efficiency, and leveraging the power of Emacs and org-mode to create a personal website that fits their needs without unnecessary complexity. The post serves as both a technical guide and a reflection on the benefits of a minimalist approach to web publishing.

The text provides a detailed overview of settings and properties used in a visual effects tool, likely for video editing or graphic design. Here are the key points:

1. Keyframes: You can add keyframes to adjust various properties.
2. Effects and Adjustments: The tool includes various properties like Opacity, Hue, Saturation, and different effects such as CRT Dithering, Bloom, Vignette, and Glitch.
3. Intensity Settings: Parameters such as Scanline Intensity, Mask Intensity, and Distortion are adjustable to enhance effects.
4. Brightness and Color: You can control brightness, highlights, shadows, and color retention.
5. Noise and Flicker: There are settings to manage noise and flicker effects in the visuals.
6. General Settings: The interface includes modes and slots for filters and masks, allowing for customization of the visual output.

Overall, the tool is designed for detailed manipulation of visual elements to achieve desired effects.

The creative software industry is challenging Adobe, which has long been the leader with its Creative Cloud suite. Competitors are undercutting Adobe's prices, with some offering free alternatives. For example, Autograph, a motion design tool, is now free after being acquired by Maxon, while Canva has made its motion graphics software Cavalry free as well. DaVinci Resolve has also added features to compete directly with Adobe's Premiere Pro and includes support for other free software.

Apple has introduced its Creator Studio suite for $12.99 per month, significantly cheaper than Adobe's $69.99 subscription, and still offers one-time purchases for individual apps. Other free options like Procreate, Blender, and Figma are gaining popularity, making it easier for users to move away from Adobe products. This shift indicates a growing movement towards more affordable and accessible creative software, creating challenges for Adobe's dominance.