AI Coding Tools: A Paper Hammer?

2025-08-10

The author expresses frustration with AI coding tools after trying them out. Blog posts and news articles often hype AI's ability to automatically write code and even build entire libraries, but the author's experience is drastically different. While the author finds AI tools helpful for simple tasks like completing sentences or finding type annotations, complex problems result in useless or buggy code, often introducing new bugs. The author likens this to a cool-looking but fragile 'paper hammer' incapable of real work. This leads to a reflection on the discrepancy between the perceived usefulness of AI tools and the author's own negative experience. This falls under the Development category.

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Development

Diving Deep into PyTorch Internals: Tensors, Autograd, and Kernel Writing

2025-03-22

This blog post provides a detailed exploration of PyTorch's internals, covering tensor data structures, automatic differentiation (Autograd), and kernel writing. It begins by explaining the underlying implementation of tensors, including the concept of strides and how to use them to create tensor views. Next, it delves into the workings of Autograd, showing how gradients are computed via backpropagation. Finally, the post offers a practical guide to writing PyTorch kernels, including how to leverage PyTorch's tools for error checking, dtype dispatch, and parallelization. This is an excellent tutorial for developers with some PyTorch experience who want to understand its internals or contribute code.

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Development

Two Reports Highlight Knowledge Gaps and Best Practices for Open Source CRA Compliance

2025-03-22
Two Reports Highlight Knowledge Gaps and Best Practices for Open Source CRA Compliance

The Linux Foundation released two groundbreaking research reports exploring community-driven strategies to address open source security and the European Union’s Cyber Resilience Act (CRA). The first report analyzes how three Linux Foundation projects meet CRA minimum compliance requirements, sharing best practices. The second report reveals significant knowledge gaps within the open source ecosystem regarding CRA awareness, with many respondents unfamiliar with the act and lacking compliance readiness. The reports recommend manufacturers take a more active role in open source security, calling for increased funding and legal support to foster better security practices.

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Turbulent February: A Global Roundup of Conflicts and Events

2025-02-23

February 2025 saw a turbulent global landscape. The Gaza war continued, marked by hostage crises and fluctuating ceasefires; conflicts in Ukraine, Yemen, and elsewhere persisted. Multiple significant violent incidents occurred, including several shootings in the US, a Brazilian court's suspension of Rumble, and the apprehension of suspected criminals. News this month covered international conflicts, crime, politics, and technology, reflecting the complex challenges facing the world.

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Ford Unveils Ambitious EV Plans: Affordable Pickup, Universal Platform, and Production System

2025-08-11
Ford Unveils Ambitious EV Plans: Affordable Pickup, Universal Platform, and Production System

Ford introduced three significant concepts: a budget-friendly, crew-cab electric pickup truck arriving in 2027, a universal EV platform, and a revolutionary production system. The truck, while described as 'mid-sized,' aims for the interior space of a Toyota RAV4, boasting a 0-60 mph time comparable to an EcoBoost Mustang (4.5 seconds). Built on a 400-volt architecture with a LFP battery from Ford's BlueOval Battery Park, it will feature over-the-air updates. More importantly, Ford's universal platform and production system promise cost savings and efficiency gains through modular design, paving the way for affordable EVs.

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Tech

Data Engineer's Weekly Musings: Gemini's Rise and New Data Opportunities

2025-05-26
Data Engineer's Weekly Musings: Gemini's Rise and New Data Opportunities

A senior data engineer shares his thoughts and observations from the past few weeks, covering new trends in the data field, recommendations for excellent tools, and a vision for future innovation. He mentions the importance of connecting data producers and consumers and praises the rapid development of large language models like Google's Gemini. He also points out significant innovation opportunities in financial software, such as data aggregation and AI forecasting.

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Development

Google Maps Glitch Causes Massive Traffic Jams in Germany

2025-06-01
Google Maps Glitch Causes Massive Traffic Jams in Germany

During Germany's Ascension Day holiday, a widespread Google Maps malfunction wrongly marked numerous highways as closed, leading to major traffic jams across the country. Areas affected included major cities like Berlin, Düsseldorf, and Dortmund. Drivers were forced onto alternative routes, causing widespread gridlock. A Google spokesperson stated that map information comes from various sources and that they are internally reviewing the issue. This is not the first technical glitch for Google Maps; a previous incident saw users' location history wiped.

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Budget-Friendly 0.96-inch USB Display Dongle: WeAct Display FS Review

2025-09-20
Budget-Friendly 0.96-inch USB Display Dongle: WeAct Display FS Review

The WeAct Display FS is a cheap 0.96-inch USB display dongle designed to add an information display or a tiny secondary display to your computer or SBC. It features a full-color 160x80 resolution display and is customizable with WeAct Studio software, supporting text, images, weather, and more. While officially only supporting Windows, its open-source-based software theoretically works on macOS, Linux, and other systems with Python 3.9+. A Windows-only screen projection program is also included, allowing window projection to the small display, though practicality is limited by the resolution. Available on AliExpress for around $2, a larger 3.5-inch version is also offered.

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WiX Toolset: Simplifying Windows Installer Creation

2025-08-24
WiX Toolset: Simplifying Windows Installer Creation

The WiX Toolset is a powerful open-source tool for creating Windows Installer packages. It uses familiar build concepts, compiling and linking source code into .exe setup bundles, .msi installers, .msm merge modules, and .msp patches. WiX works with various build systems, including MSBuild, and offers extensions for tasks like installing IIS websites, creating SQL Server databases, and registering Windows Firewall exceptions. The WiX bootstrapper, Burn, handles installing prerequisites such as the .NET Framework. The SDK includes managed and native libraries for easier interaction with Windows Installer. Note that the WiX Toolset requires an open-source maintenance fee for full functionality, though community and commercial support options exist.

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Development

A Bytecode VM for Arithmetic in Haskell: The Parser

2025-08-03
A Bytecode VM for Arithmetic in Haskell: The Parser

This post details the first part of a project to build a bytecode virtual machine for arithmetic expressions in Haskell. The VM will parse, compile, interpret, and run simple arithmetic expressions, including let bindings and nested let expressions. The author explains the expression grammar, parser implementation (using the attoparsec library), and error handling. Unit tests are presented to validate the parser's correctness. A brief overview of the AST interpreter's implementation and testing is also included. Future posts will cover the compiler and virtual machine.

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Development

Generative AI Art's Polyester Fate: Bubble or Future?

2025-06-03
Generative AI Art's Polyester Fate: Bubble or Future?

This article uses the rise and fall of polyester as a metaphor to explore the future of generative AI art. Just as polyester briefly dominated the textile market in the mid-20th century before being relegated to cheap and tacky status, generative AI art faces a similar fate. While AI lowers the barrier to art creation, its proliferation leads to aesthetic fatigue and devaluation, even being used for disinformation. The author argues that while AI art may dominate the market in the short term, the human desire for genuine emotion and unique artistic expression will not disappear, ultimately driving a revival of truly valuable human-made art.

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Revontuli Theme Update Log: Brighter Blues!

2025-07-30
Revontuli Theme Update Log: Brighter Blues!

The Revontuli theme has undergone numerous updates, most notably a significant brightening of its blue hues. From June 2023 to July 2025, updates spanned various applications, including code editors (VSCode, Vim, Sublime Text, etc.), terminals (Konsole), and even wallpapers. Beyond the improved blues, updates included adding new themes (like the Eve Online theme), bug fixes, and the addition of test files. This demonstrates a commitment to detail and continuous improvement.

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Broligarchy: A critique of unchecked power and its societal consequences

2025-02-17
Broligarchy: A critique of unchecked power and its societal consequences

This post critiques the current societal power structure, termed 'broligarchy,' where a select few hold disproportionate power. While this might yield short-term gains, its inherent narrow-mindedness and lack of consideration pose long-term risks. The author argues that this model ignores fairness and social responsibility, exacerbating inequality and harming overall societal well-being. A call for genuine societal progress emphasizing the needs of all members, rather than solely focusing on economic liberty for a select few, concludes the piece.

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File Systems: The Proto-Hypermedia?

2025-01-22
File Systems: The Proto-Hypermedia?

This article explores the intriguing idea of file systems as a precursor to hypermedia. It argues that the linking structure of directories and files, along with support for diverse data types, provided a form of flexible and varied information access and organization, echoing core hypermedia principles. While lacking the interactivity and dynamism of modern hypermedia, the article highlights the file system's pioneering role in information management, laying groundwork for later hypermedia technologies.

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KDE Plasma 6.5: Rounded Corners and UI Improvements on the Way

2025-07-21
KDE Plasma 6.5: Rounded Corners and UI Improvements on the Way

The KDE team released its weekly update, highlighting the upcoming Plasma 6.5's rounded window corners, a long-requested feature. Improvements also include refined KRunner search result ordering, a more flexible Disks & Devices widget, resizable sidebars in Discover and System Monitor, and an improved Weather Report widget. Plasma 6.4.4, addressing several bugs, will be released on August 5th.

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Development UI improvements

Real-World Ad Blocker: AR Glasses Filter Out Street Ads

2025-06-28
Real-World Ad Blocker: AR Glasses Filter Out Street Ads

A software engineer has created an augmented reality app for Snap's fifth-generation AR Spectacles that identifies and blocks real-world advertisements, billboards, and product branding. Leveraging Google's Gemini AI, the app detects ads and replaces them with red squares. While still in early stages, it hints at a future where users control the physical content they see, potentially even customizing replacements for blocked ads. Currently, the app is exclusive to Snap Spectacles users.

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Tech

OpenAI Battles NYT Over 120 Million ChatGPT Logs in Copyright Dispute

2025-08-06
OpenAI Battles NYT Over 120 Million ChatGPT Logs in Copyright Dispute

OpenAI is embroiled in a legal battle with the New York Times and other news organizations over copyright infringement. The news organizations demand access to 120 million ChatGPT user conversation logs to prove unauthorized use of their content. OpenAI argues this request is excessive, violating user privacy and delaying the case. Microsoft, a co-defendant, is also involved, with its internal ChatGPT equivalent potentially adding fuel to the fire. The core issue revolves around balancing copyright protection with user privacy and defining fair use in the context of AI models.

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Tech

DeepMind CEO: 'Learning How to Learn' Will Be the Most Important Skill for the Next Generation

2025-09-13
DeepMind CEO: 'Learning How to Learn' Will Be the Most Important Skill for the Next Generation

Demis Hassabis, CEO of Google DeepMind, stated in Athens that rapid advancements in AI will revolutionize education and the workplace, making 'learning how to learn' the most crucial skill for the next generation. He predicted the arrival of artificial general intelligence within a decade, promising immense progress but also acknowledging risks. Greek Prime Minister Kyriakos Mitsotakis stressed the importance of equitable distribution of AI benefits, cautioning against massive wealth inequality created by a few tech giants.

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Graphene Capacitors Achieve Rapid, High-Depth Modulation of Terahertz Waves

2025-08-20
Graphene Capacitors Achieve Rapid, High-Depth Modulation of Terahertz Waves

Researchers at the University of Cambridge's Cavendish Laboratory have developed a terahertz wave modulator using graphene as a tunable capacitor, achieving unprecedented dynamic range and speed. By embedding nanoscale graphene patches within metamaterial resonators, the device effectively controls terahertz waves, boasting a modulation depth exceeding 99.99% and a speed of 30 MHz. This breakthrough promises to advance technologies in terahertz communication, imaging, and sensing, paving the way for next-generation communication systems beyond 5G and 6G.

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Soviet Family Albums: Silent Witnesses to a Shifting Collective Identity

2025-08-11
Soviet Family Albums: Silent Witnesses to a Shifting Collective Identity

In Visible Presence meticulously examines over 50 Soviet family photo albums, revealing photography's crucial role in constructing and sustaining a shared Soviet identity. The authors uncover a surprising prevalence of strangers within these albums, demonstrating that these images transcended personal narratives to reflect broader socio-political shifts and collective memory. Analyzing both photographs and interviews, the book explores themes of silence, oblivion, and the evolving political significance of imagery across different eras. It offers a nuanced understanding of the interplay between societal repression, personal memory, and the enduring power of images, providing a fresh perspective on photographic and social memory studies.

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The Astonishing Secrets of the Intel 386 Chip's Packaging

2025-08-10
The Astonishing Secrets of the Intel 386 Chip's Packaging

A 3D CT scan of the Intel 386 processor reveals a surprisingly complex six-layer wiring structure hidden within its seemingly simple ceramic package. The chip boasts separate power and ground networks for I/O and CPU logic, along with side contacts for electroplating. The analysis also uncovers 'No Connect' pins used for testing, and a hierarchical interface design scaling from microscopic circuitry to macroscopic pins. The article details the 386's packaging technology and Intel's evolution in processor packaging.

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Hardware 386 Processor

Scratching an Itch: The Surprising Science Behind It

2025-02-03
Scratching an Itch: The Surprising Science Behind It

New research delves into the paradox of scratching. While it feels good, scratching worsens inflammation by activating mast cells and releasing substance P, leading to an inflammatory cascade. However, it also reduces Staphylococcus aureus, a common skin infection bacteria. Researchers conclude that while scratching might offer some benefit in specific contexts, the skin damage likely outweighs the advantages, particularly with chronic itching. This study, published in Science, opens avenues for new therapies targeting inflammatory skin conditions.

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Nextcloud Android App Blocked: Google Revokes File Upload Access

2025-05-14
Nextcloud Android App Blocked: Google Revokes File Upload Access

Nextcloud, a self-hosted cloud platform, has been unable to upload non-media files on its Android app since mid-2024. Google refused to reinstate the necessary access permissions, citing privacy concerns, significantly impacting user experience. Nextcloud's team states they've attempted communication with Google, but to no avail. This issue hinders file syncing and uploading, making it difficult for Nextcloud to fully replace Google Workspace.

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Development

Areal: Are.na's Custom Typeface – A Revival of Arial

2025-08-27
Areal: Are.na's Custom Typeface – A Revival of Arial

Are.na, in collaboration with design studio Dinamo, unveils Areal, a custom typeface. Instead of a simple copy, Areal is a meticulously redrawn and rebuilt "revival" of Arial, based on its earliest internet version. This collaboration stems from a shared design philosophy and a deep exploration of Arial's history and cultural significance. Areal boasts technical improvements and dark mode optimization, enhancing user experience. The update acts as a refresh for Are.na, retaining its original style while incorporating modern design principles.

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Design

Torii: A Powerful Authentication Framework for Rust, Giving You Control Over Your Data

2025-03-01
Torii: A Powerful Authentication Framework for Rust, Giving You Control Over Your Data

Torii is a powerful authentication framework for Rust applications that offers complete control over user data. Unlike hosted solutions like Auth0, Clerk, or WorkOS which store user information in the cloud, Torii lets you own and manage your authentication stack while providing modern auth features via a flexible plugin system. It combines powerful capabilities such as passwordless login, social OAuth, and passkeys with full data sovereignty, letting you store user data wherever you choose.

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Development

Physically Based Rendering: A Deep Dive from First Principles

2025-09-02

This interactive article explores the physics of light and its interaction with matter, providing a foundation for understanding physically based rendering (PBR). Starting with the nature of light—from ancient Greek theories to quantum electrodynamics—it delves into Maxwell's equations and light generation methods like incandescence and electroluminescence. The article simplifies complex light-matter interactions, explaining reflection, refraction, Fresnel equations, and the microfacet model. It culminates in the rendering equation, breaking down key components like the BRDF. Illustrated with diagrams and interactive demos, this article is a valuable resource for anyone interested in computer graphics and physics.

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Fivetran Acquires Census: Automating the Entire Data Journey

2025-05-01
Fivetran Acquires Census: Automating the Entire Data Journey

Fivetran's acquisition of reverse ETL company Census marks a significant leap forward in data integration. Census's reliable reverse ETL engine enables the seamless and trustworthy movement of governed data from data warehouses to operational applications like Salesforce and HubSpot, closing the loop between analytics and action. This extends Fivetran's platform beyond ingestion and transformation, allowing customers to power real-time decisions, AI, and business operations with automation and observability, without custom code or ongoing maintenance. Customers like Canva have already achieved impressive results using Fivetran and Census, including increased email open rates, platform engagement, and significant engineering time savings.

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Development reverse ETL

Screen Flicker: A Hidden Health Hazard and the Calm Tech Certification

2025-06-18
Screen Flicker: A Hidden Health Hazard and the Calm Tech Certification

The Calm Tech Institute highlights the often-overlooked problem of screen flicker, prevalent in devices using Pulse Width Modulation (PWM) dimming. Low-frequency flicker (below 1kHz), common in LEDs and OLEDs, can cause visual discomfort and potential health issues. Research shows Constant Current Reduction (CCR) dimming offers a superior, flicker-free alternative, improving visual comfort significantly. Calm Tech certification emphasizes flicker-free standards, and Daylight Computer's certified computer, which eliminated PWM in favor of DC dimming, sold out, demonstrating the market's growing demand for health-conscious technology.

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The Million-Dollar Domain: Why Milk.com's Owner Won't Sell

2025-09-07
The Million-Dollar Domain: Why Milk.com's Owner Won't Sell

The mystery of Milk.com, a personal website using a potentially million-dollar domain name for a resume and recipes, is explored. The show delves into the low cost of domain registration in the early days of the internet and the subsequent rise of domain investing. The owner of Milk.com explains why they're hesitant to sell and what price might change their mind.

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The Grifter Equilibrium: How CPA Advertising Broke Quality Signaling

2025-07-19
The Grifter Equilibrium: How CPA Advertising Broke Quality Signaling

This paper explores how the internet, and specifically Cost-Per-Acquisition (CPA) advertising, has broken the traditional quality signaling mechanism in advertising. Historically, high-quality sellers were more willing to invest heavily in advertising due to higher long-term returns. CPA advertising, however, allows low-quality sellers to fund ads from day-one revenue, undermining this signal. Factors like easy brand creation, light penalties for returns, rating compression, and consumer reliance on price heuristics contribute to a "grifter equilibrium" where low-quality products dominate. The paper presents an economic model illustrating this and proposes solutions such as persistent manufacturer IDs and return-adjusted CPA surcharges to deter low-quality sellers.

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