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LLMs Fail at Font Identification: A Live Benchmark

2025-08-04

LLMs Fail at Font Identification: A Live Benchmark

A developer benchmarked GPT-4 and Gemini on a live, continuously updating dataset of unidentified fonts from the DaFont forum. Despite providing context like images, titles, and descriptions, both LLMs performed abysmally. This highlights limitations in even seemingly straightforward image classification tasks, suggesting LLMs are far from a universal solution. The project uses Python scripts for data scraping, GitHub Actions for automation, JSON for storage, and Observable for a dynamic dashboard.

(maxhalford.github.io)

AI Font Identification AI Limitations

Why I Ditched NixOS After a Year

2025-08-04

After a year of using NixOS, the author switched back to Arch Linux. The post details the steep learning curve and configuration complexities encountered. While NixOS offers reproducibility and consistency, the author found these advantages didn't outweigh the increased time cost and debugging challenges in daily use. The conclusion: for users who don't require extreme reproducibility, the added complexity of NixOS isn't worth it.

(www.rugu.dev)

Development

PHP at 30: From Mockery to Mainstay

2025-08-04

PHP at 30: From Mockery to Mainstay

PHP and JavaScript, both born in 1995, journeyed from obscurity to widespread adoption, only to face derision from self-proclaimed 'serious' programmers. Despite the criticism, PHP's ease of use and broad application cemented its role powering a vast majority of the world's websites. Now, with the emergence of FrankenPHP, PHP is poised for a resurgence.

(deprogrammaticaipsum.com)

Development

The Ideal Array Language for 2025: A Response to Hardware Heterogeneity

2025-08-04

Traditional programming language assumptions no longer hold true in the face of increasingly heterogeneous hardware (multi-core, multi-node, GPUs, FPGAs, etc.). This post explores the design of an ideal array language, emphasizing rank polymorphism, the ability to write kernels directly, and value semantics with automatic buffer management. The author argues that a functional, unbuffered array programming model, coupled with compiler infrastructure like MLIR, better leverages hardware capabilities. User experience is enhanced through friendly compiler optimization reporting. Fortran and APL are cited as inspirational languages.

(www.ashermancinelli.com)

Development hardware heterogeneity

The Risks and Best Practices of AI-Assisted Coding

2025-08-04

The Risks and Best Practices of AI-Assisted Coding

In the age of increasingly prevalent AI-assisted coding, blindly relying on AI-generated code can lead to significant risks. This article highlights that neglecting to review AI-generated code can result in architectural decay, a loss of understanding of code implementation, and the introduction of security vulnerabilities. The author advises developers to differentiate between asynchronous and synchronous tasks, employing a synchronous collaborative coding approach for core functionalities—instantly checking and correcting AI suggestions to ensure code quality and security. Ultimately, the author stresses that AI is a developer's assistive tool, not a replacement, and understanding the code remains the core responsibility of developers.

(etsd.tech)

Development

Shining Light Through the Head: A Breakthrough in Brain Imaging

2025-08-04

Shining Light Through the Head: A Breakthrough in Brain Imaging

Researchers at the University of Glasgow have achieved a breakthrough in brain imaging, successfully transmitting near-infrared light through an entire adult human head. This opens the door to cheaper, more portable brain imaging technology that overcomes the limitations of current methods like EEG and fMRI. The technology could enable deeper brain imaging, potentially revolutionizing diagnosis and treatment of neurodegenerative diseases like Alzheimer's. While still in its early stages, the potential impact on brain health diagnostics and treatment is immense.

(spectrum.ieee.org)

Tech brain imaging optical imaging

KDE Plasma Tightens Wayland Focus Management to Prevent Focus Stealing

2025-08-04

KDE Plasma Tightens Wayland Focus Management to Prevent Focus Stealing

KDE Plasma's window manager, KWin, is enhancing Wayland's window focus management. Previously, focus stealing in X11 was frustrating and even a security risk. Wayland uses the XDG Activation protocol to mitigate this, but some applications still violate it. KWin's new "Extreme" focus stealing prevention setting will enforce the use of valid tokens for window activation, eliminating focus stealing and improving user experience. This update fixes focus issues in applications like Dolphin and KRunner and improves backend DBusRunner activation token management.

(www.neowin.net)

Development

Australia's Youngest Art Director: The Making of Bluey

2025-08-04

Australia's Youngest Art Director: The Making of Bluey

In 2017, the author rejoined Ludo Studio, working on various 2D animation projects. He was then invited to be the art director for the children's show, Bluey, becoming Australia's youngest art director for an animated series. The director's love for Brisbane fueled a desire to showcase the city's unique beauty in the animation. Initial design phases combined Brisbane's stunning scenery with fundamental animation design principles, ultimately creating the acclaimed show.

(www.itsnicethat.com)

Design animation production art direction Bluey

Palantir Teams Up with Accenture and Deloitte to Accelerate AI in US Government

2025-08-04

Palantir Teams Up with Accenture and Deloitte to Accelerate AI in US Government

Palantir is partnering with Accenture Federal Services and Deloitte to accelerate the adoption of AI across US government agencies, tackling their top operational challenges. This combines Palantir's expertise in government software with Accenture and Deloitte's extensive experience in the federal government sector. The aim is to modernize and reinvent government operations with stronger data flows, transparency, and resilience. While concerns exist regarding competition and fairness due to Palantir's expanding reach, this is a shrewd business move, leveraging the established relationships of larger contractors to rapidly scale Palantir's operations.

(www.wired.com)

Tech

Military Casinos Rake in Millions, While Soldiers Struggle with Gambling Addiction

2025-08-04

Military Casinos Rake in Millions, While Soldiers Struggle with Gambling Addiction

In the aftermath of 9/11, US Army officer Dave Yeager found solace in the slot machines at his Seoul base, spiraling into a devastating gambling addiction. This highlights a concerning trend: veterans and service members are more prone to gambling disorders than civilians, often hesitant to seek help due to fear of repercussions. The Army Recreation Machine Program (ARMP) generates tens of millions of dollars annually from its overseas slot machine operations, yet critics argue insufficient funds are allocated to problem gambling education, creating a stark contrast between the program's profitability and the suffering of those it potentially harms.

(www.wired.com)

Misc slot machines

arXivLabs: Community Collaboration on arXiv Features

2025-08-04

arXivLabs is a platform enabling developers to build and share new features directly on the arXiv website. Participants must embrace arXiv's values of openness, community, excellence, and user data privacy. Got an idea to enhance the arXiv community? Learn more about arXivLabs.

(arxiv.org)

Development

Anti-Aliasing SDFs: It's More Complicated Than You Think

2025-08-04

Anti-Aliasing SDFs: It's More Complicated Than You Think

This article delves into the intricacies of anti-aliasing signed distance fields (SDFs). While seemingly straightforward, the process involves numerous considerations, including gradients, transition zone width, coordinate spaces, and color space choices. It explains the use of linear interpolation and smoothstep functions for anti-aliasing SDFs, compares different approaches, and provides practical solutions using pixel size, numerical derivatives, and various color spaces.

(blog.pkh.me)

Development Anti-aliasing

arXivLabs: Experimenting with Community Collaboration

2025-08-04

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved share arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only partners with those who adhere to them. Got an idea for a project that will benefit the arXiv community? Learn more about arXivLabs.

(arxiv.org)

Development

Tech Layoffs: AI Scapegoat or Efficiency Play?

2025-08-04

Tech Layoffs: AI Scapegoat or Efficiency Play?

The 2023 tech layoff wave has seen many companies blame AI. However, the reality is more nuanced. An Indeed report reveals a decline in tech job postings, but this isn't solely due to AI; the end of pandemic-era hiring binges also played a significant role. Some companies frame layoffs as strategic shifts towards AI and efficiency, aiming to appease Wall Street. Yet, AI's impact isn't entirely negative; it may displace some jobs but also create new ones. Currently, entry-level positions are most affected, while experienced AI specialists remain in high demand. The long-term effects of AI on the job market require further observation.

(apnews.com)

Tech

gmap: Command-Line Git Repo Explorer

2025-08-04

gmap: Command-Line Git Repo Explorer

gmap is a powerful command-line tool providing a quick and intuitive way to analyze Git repository activity. Visualize commit history with heatmaps, identify churn-heavy files, explore contributor dynamics, and more. Answer crucial questions like 'which files change most?', 'who contributed the most?', and 'are there dormant code areas?'—all without complex commands. It's a developer's efficiency booster.

(github.com)

Development

Cosmic Rays Trigger Lightning: An Electron Avalanche from Space

2025-08-04

Cosmic Rays Trigger Lightning: An Electron Avalanche from Space

A new study claims that the energy needed for thunderstorms could come from an avalanche of electrons seeded by extraterrestrial cosmic rays. For centuries, it's been a mystery how storm clouds build up the powerful electric fields needed for lightning. Researchers used computer models to reveal that lightning is the result of a powerful chain reaction starting in outer space. Cosmic rays striking the atmosphere create runaway electrons, ultimately leading to an electron avalanche that produces the high-energy photons initiating lightning. The model also explains the flashes of gamma-rays and X-rays that precede lightning strikes.

(www.livescience.com)

Tech electron avalanche

Mastercard Denies Responsibility for Steam's NSFW Game Removal

2025-08-04

Mastercard Denies Responsibility for Steam's NSFW Game Removal

Two weeks after Valve removed a large number of NSFW games from Steam due to pressure from credit card companies, and one week after Itch.io followed suit, Mastercard released a statement denying responsibility. Mastercard claims it allows all lawful purchases through its system, adhering to the rule of law. However, it also requires merchants to prevent Mastercard cards from being used for unlawful purchases, including illegal adult content. While the removed games are legal in the US, they may violate laws in other countries. Valve stated it attempted to communicate directly with Mastercard but Mastercard communicated with payment processors and acquiring banks instead, leading to the games' removal. This highlights the influence of payment processors and credit card companies on game content moderation and the impact of public pressure on the gaming industry.

(www.pcgamer.com)

Game NSFW games

Lenovo ThinkBook Plus Gen 6: A Review of the Rollable Laptop

2025-08-04

Lenovo ThinkBook Plus Gen 6: A Review of the Rollable Laptop

Lenovo's ThinkBook Plus Gen 6 is a $3,300 laptop with a groundbreaking rollable screen that expands from 14 inches to 16.7 inches. While pricey, its vibrant OLED display, impressive performance, and excellent battery life make it a compelling option. However, its weight, limited hinge tilt, and minor quirks like screen wobble and creaks are drawbacks. Overall, it's an innovative machine for productivity-focused users willing to pay a premium for cutting-edge tech.

(www.theverge.com)

Hardware

Configuring BorgBackup and borgmatic for Backups on macOS

2025-08-04

This article details configuring BorgBackup and borgmatic for backups on macOS. It explains creating a LaunchAgent using launchctl to schedule borgmatic, addressing its logging limitations. Methods for restoring files, exporting keys, validating backups, and testing backups are provided. The author compares BorgBackup and Time Machine, suggesting using both and following the 3-2-1 backup rule for robust data protection.

(www.justus.pw)

Development

Apollo 15: First Moon Buggy Ride

2025-08-04

Apollo 15: First Moon Buggy Ride

In 1971, astronauts David Scott and James Irwin of the Apollo 15 mission became the first to drive on the moon's surface in the Lunar Roving Vehicle (LRV), or 'moon buggy'. This battery-powered vehicle, capable of 12 mph, enabled longer excursions than previously possible on foot. Weighing just 77 pounds on the moon, it carried two astronauts, equipment, and hundreds of pounds of samples. Rigorously tested to withstand extreme temperatures and impacts, the LRV collected 170 pounds of lunar samples during Apollo 15. Today, it remains on the moon's near side.

(nautil.us)

Tech Apollo 15 Lunar Roving Vehicle

AI Interviewers: Boon or Bane for Job Seekers?

2025-08-04

AI Interviewers: Boon or Bane for Job Seekers?

The rise of AI interviewers is causing a stir among job seekers and HR professionals. Some candidates find the experience impersonal and frustrating, even opting out of opportunities; others see it as an efficiency booster. Currently, AI interviewers are primarily used for initial screening, excelling at objective skill assessment but lacking in cultural fit evaluation. While AI interviewers are here to stay, their effectiveness and acceptance remain to be seen, requiring adaptation from both job seekers and companies.

(fortune.com)

Misc AI hiring job seeking

Warning: Leaving the U.S. Department of Transportation Website

2025-08-04

You are about to access a non-government link outside of the U.S. Department of Transportation's National Transportation Library. Please note: When you exit DOT websites, Federal privacy policy and Section 508 of the Rehabilitation Act (accessibility requirements) no longer apply. Additionally, DOT does not attest to the accuracy, relevance, timeliness, or completeness of information provided by linked sites. Linking to a website does not constitute an endorsement by DOT of the sponsors of the site or the products presented on the site.

(rosap.ntl.bts.gov)

Misc website link warning

Despair Among the Young: A Shift in the Age-Despair Profile in the US

2025-08-04

Research spanning 1993-2023 across multiple US surveys reveals a significant shift in the relationship between age and mental despair. Previously, despair followed a hump-shaped curve, peaking in middle age. However, a recent rise in despair among young people has reversed this trend, leading to a monotonic decline in despair with age. This trend differs by labor market status; the hump-shaped curve persists among the unemployed and those unable to work, while homemakers, students, and retirees show a relatively flat relationship. The study concludes that rising despair among young workers is the primary driver of this change.

(www.nber.org)

Misc Youth Despair Socioeconomic Trends

Crypto Billionaire Rides Blue Origin to Space

2025-08-04

Crypto Billionaire Rides Blue Origin to Space

On August 3rd, Jeff Bezos' Blue Origin launched its New Shepard vehicle on mission NS-34, carrying crypto billionaire Justin Sun and five others to space. Sun, who anonymously won a $28 million auction for a seat in 2021, donated the proceeds to space-focused charities. The diverse crew included a real estate investor, a businessman, a journalist, and entrepreneurs from various countries. The 10-12 minute flight took them above the Kármán line, offering a brief experience of weightlessness.

(www.space.com)

Tech

Vortex M: A Modern Remix of the Iconic Model M Keyboard

2025-08-04

Vortex M: A Modern Remix of the Iconic Model M Keyboard

The Vortex M keyboard pays homage to the legendary IBM Model M, boasting a retro aesthetic with PBT double-shot keycaps and a textured plastic case, replicating the classic 1980s design. However, under the hood lies a modern mechanical keyboard: customizable Cherry MX switches, hot-swappable sockets, Bluetooth/2.4GHz/USB-C connectivity, and multi-device support. It blends retro aesthetics with modern functionality, offering a comfortable and relatively quiet typing experience, all at a competitive price. A great option for those seeking a retro look with modern performance.

(reviews.ofb.biz)

Hardware modern

Breakthrough in High-Energy Density Materials: Novel Nitrogen Allotropes

2025-08-04

Breakthrough in High-Energy Density Materials: Novel Nitrogen Allotropes

Recent years have witnessed remarkable progress in polynitrogen chemistry. Researchers have synthesized various novel nitrogen molecular structures, such as hexazine rings and caged nitrogen molecules, using high pressure and other methods. These molecules possess extremely high energy densities, promising to become next-generation high-energy materials. However, the synthesis and stability of polynitrogen compounds remain significant challenges, with factors such as quantum tunneling effects profoundly influencing their properties. This research not only expands our understanding of nitrogen but also opens new avenues for developing novel high-energy materials.

(www.nature.com)

Tech high-energy materials quantum chemistry

IOCCC 28: A Record-Breaking 23 Winners!

2025-08-04

After a four-year hiatus, the 28th International Obfuscated C Code Contest (IOCCC) returned with a bang, boasting a record-breaking 23 winning entries! The contest saw a significant increase in both the quantity and quality of submissions. Major improvements were made to the website, judging process, and tools, resulting in a streamlined judging period of just 33 days. Winning entries showcased impressive creativity, including the world's smallest LLM inference engine, an Intel 4004 emulator, and a diverse array of mind-bending code techniques. The organizers encourage continued participation and innovation for future contests.

(www.ioccc.org)

Development

Hyundai's US Sales Soar, IONIQ 5 Sets Record

2025-08-04

Hyundai's US Sales Soar, IONIQ 5 Sets Record

Hyundai's US sales surged 15% in July, reaching a record 79,543 vehicles, driven by strong EV performance. The IONIQ 5 had its best-ever month, with sales up 71% to 5,818 units. Upgrades including extended range, improved infotainment, and Tesla Supercharger compatibility boosted its appeal. The launch of the three-row IONIQ 9 further strengthens Hyundai's EV lineup. Despite tariff challenges, Hyundai remains optimistic about a new US-South Korea trade deal.

(electrek.co)

Tech

Unprecedented Freshwater Loss on Earth's Continents

2025-08-04

Unprecedented Freshwater Loss on Earth's Continents

A new study using over two decades of satellite observations reveals unprecedented freshwater loss across Earth's continents since 2002, driven by climate change, unsustainable groundwater use, and extreme droughts. Four continental-scale 'mega-drying' regions, primarily in the Northern Hemisphere, are emerging, posing severe threats to water security, agriculture, sea-level rise, and global stability. The research shows that 68% of land water loss comes from groundwater, exceeding the contribution from glaciers and ice caps to sea-level rise. The study calls for urgent action to slow and reverse groundwater depletion, protect remaining freshwater resources, and adapt to growing water scarcity and coastal flooding risks.

(news.asu.edu)

Tech water crisis

Arch Linux Added to url.town Directory

2025-08-04

Arch Linux Added to url.town Directory

url.town, a web directory curated by the omg.lol community, has added Arch Linux. Arch Linux is a lightweight, flexible DIY general-purpose GNU/Linux distribution where users only get what they install. The directory also features a wide range of other resources, spanning blogs, games, art, tech news, and much more.

(url.town)

Development Linux Distribution

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