A Leap Year Check in Three Instructions

2025-05-15

This article presents a surprisingly efficient algorithm to determine if a year (0 ≤ y ≤ 102499) is a leap year using only about three CPU instructions. It leverages bit manipulation and carefully chosen magic numbers to transform the complex leap year rules into a simple arithmetic operation and comparison. The author meticulously explains the algorithm's derivation, comparing it to traditional methods and highlighting its significant speed advantage. While slightly slower in edge cases, its efficiency in practical applications is impressive.

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Development leap year

Silent Film Car Disintegration: A Behind-the-Scenes Look

2025-01-13
Silent Film Car Disintegration: A Behind-the-Scenes Look

Buster Keaton's films are famous for their spectacularly collapsing cars. This Stack Exchange post deconstructs one such scene from *Three Ages*, revealing the ingenious mechanics involved. The car was cleverly designed with hinges and hidden releases, allowing for a seemingly spontaneous disintegration timed perfectly with Keaton's comedic performance. The effect, achieved without CGI, showcases the creativity and precision of silent film stunt work.

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Privacy Isn't Dead: Ditch the All-or-Nothing Approach

2025-02-17
Privacy Isn't Dead: Ditch the All-or-Nothing Approach

Advocates for privacy often encounter two damaging narratives: that privacy is dead and thus efforts to protect data are futile, and that only perfectly private and secure tools are worth using. The author argues that both mindsets lead to inaction. The article encourages a gradual approach, celebrating small wins like switching from SMS to Signal, even if imperfect. Instead of aiming for perfection, incremental improvements gradually enhance privacy. Building a positive privacy culture is key.

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Meta's Llama 4: Powerful Multimodal AI Models Arrive

2025-04-05
Meta's Llama 4: Powerful Multimodal AI Models Arrive

Meta has unveiled its Llama 4 family of AI models, offering Llama 4 Scout and Llama 4 Maverick to cater to diverse developer needs. Llama 4 Scout, a leading multimodal model, boasts 17 billion active parameters and 109 billion total parameters, delivering state-of-the-art performance. Llama 4 Maverick, with 17 billion active parameters and 400 billion total parameters, outperforms Llama 3.3 70B at a lower cost, excelling in image and text understanding across 12 languages. Ideal for general assistants and chat applications, it's optimized for high-quality responses and nuanced tone.

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Swiss VPNs Under Fire: Privacy vs. Security in the Balance

2025-06-06
Swiss VPNs Under Fire: Privacy vs. Security in the Balance

Proposed changes to Swiss encryption laws are sparking controversy, with increased surveillance obligations requiring companies to collect user data, significantly impacting online privacy. Swiss-based VPNs like Proton VPN and NymVPN are directly affected, with Proton's CEO even threatening to relocate rather than compromise user privacy. Surprisingly, Infomaniak, a Swiss cloud security company, supports the law, arguing that anonymity hinders justice and a balance must be struck. The debate centers around the difference between privacy and anonymity, and the risks of metadata collection. Infomaniak believes metadata (geolocation, timestamps, IP addresses, etc.) aids in crime-fighting, while opponents fear privacy violations and potential misuse. This clash over balancing privacy, security, and anonymity will have significant implications for the global VPN industry.

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Tech Swiss Law

The Focusing Illusion: Why We Overestimate Success's Impact on Happiness

2024-12-21
The Focusing Illusion: Why We Overestimate Success's Impact on Happiness

Psychological research reveals we often mispredict what will make us happy in the future. A specific instance of this "affective forecasting error" is the "focusing illusion": the things we focus on achieving often don't bring the happiness we expect. This article offers an evolutionary explanation: the focusing illusion isn't a cognitive flaw, but a mechanism to motivate us to improve our circumstances. Because our experience of pleasure habituates (hedonic adaptation), foreseeing this adaptation could sap motivation. Evolution thus makes us naively believe the next achievement will bring lasting joy, driving our pursuit of goals.

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LLMs Saved My Game Dev Passion: Conquering Data Entry Hell

2025-06-25

A game developer hit a roadblock in their Unity3D card game project due to tedious data entry. Traditional Unity editors and Odin proved insufficient for handling complex nested structures and nullable references. The solution? Leveraging LLMs to map Excel data to C# code. The key was a meticulously crafted prompt guiding the LLM to perform structured analysis and code generation, mitigating context poisoning issues. This automated the data entry process, allowing the developer to focus on game mechanics and design.

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Game

From Single-Core to Multi-Core: The Evolution of macOS Parallel Processing

2025-09-20
From Single-Core to Multi-Core: The Evolution of macOS Parallel Processing

The original 128K Mac from 1984 boasted a single 8MHz Motorola 68000 processor, capable of running only one app at a time. Today's Macs, however, comfortably handle multiple substantial apps concurrently, alongside Time Machine backups and other background processes. This article chronicles that evolution, from single-tasking origins to the introduction of Switcher and MultiFinder, the leap to preemptive multitasking and multithreading in Mac OS X, and the performance optimizations brought by Grand Central Dispatch (GCD). The journey culminates in efficient management of up to 32 CPU cores, showcasing Apple's relentless pursuit of performance enhancements in macOS.

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Development multi-core processor

DOOM in Google Sheets?! You Won't Believe This!

2025-02-11
DOOM in Google Sheets?!  You Won't Believe This!

This incredible project brings the classic DOOM game to life... inside a Google Sheet! Using Google Apps Script and JavaScript, the developer renders DOOM frame-by-frame by changing cell background colors. While performance is limited by the cell-by-cell update process, the novelty of playing DOOM in a spreadsheet is undeniably captivating. A pre-configured version is available for easy access. Get ready for retro gaming with a twist!

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Game

High School Grad Skips College for Lucrative Auto Repair Job

2025-04-25
High School Grad Skips College for Lucrative Auto Repair Job

Caden Yucha, an 18-year-old from Madison, Ohio, opted out of college after high school, securing a full-time job at an auto collision and restyling shop for $15/hour. He deemed college too expensive, preferring the free vocational training and immediate income. His plan is to save for a 2013 Scion FR-S, with his bi-weekly earnings projected at over $1000. He notes that neither his father nor uncle attended college, yet both are employed. Similarly, none of his friends plan on enrolling in a four-year program.

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AI Dependence: A Comfortable Trap?

2025-02-15
AI Dependence: A Comfortable Trap?

A Microsoft and Carnegie Mellon University study reveals that over-reliance on AI tools diminishes critical thinking skills. Researchers surveyed 319 knowledge workers, finding that the more they depended on AI, the less they engaged in critical thinking, leading to a decline in independent problem-solving abilities. While AI boosts efficiency, overdependence can erode independent thinking habits, potentially leading to a decline in personal capabilities—an unforeseen risk in the AI age.

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arXivLabs: Building New arXiv Features with Community Collaborators

2025-09-23
arXivLabs: Building New arXiv Features with Community Collaborators

arXivLabs is a collaborative framework enabling developers to build and share new arXiv features directly on the website. Participants, individuals and organizations alike, embrace arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only partners with those who share them. Got an idea for a valuable community contribution? Explore arXivLabs!

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Development

US Reconciliation Bill: Hands-Off Approach to AI Regulation Sparks Backlash

2025-05-13
US Reconciliation Bill: Hands-Off Approach to AI Regulation Sparks Backlash

A US reconciliation bill, while primarily focused on Medicaid cuts and healthcare fee increases, includes a provision limiting state-level AI regulation. This has drawn criticism from tech safety groups and some Democrats, who argue it benefits Big Tech while leaving consumers vulnerable to AI harms like deepfakes and bias. The move aligns with the Trump administration's close ties to the tech industry, with several prominent tech CEOs advising the administration. By restricting states' ability to use federal funds for AI oversight, the provision could stifle state-level initiatives and reinforce a deregulatory approach.

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Journal Removed from Science Index for Publishing Faulty Study

2024-12-23
Journal Removed from Science Index for Publishing Faulty Study

The journal Chemosphere has been removed from the Web of Science after failing to meet quality criteria. This follows the retraction of eight articles this month and the publication of 60 expressions of concern since April. A highly publicized study on black plastics and toxic flame retardants, published in Chemosphere, was corrected due to a mathematical error that significantly underestimated exposure levels. Despite the correction, the study's conclusions remained unchanged, sparking controversy.

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Home Washing Machines Fail to Disinfect Healthcare Uniforms, Spreading Antibiotic Resistance

2025-04-30
Home Washing Machines Fail to Disinfect Healthcare Uniforms, Spreading Antibiotic Resistance

A new study in PLOS One reveals that many home washing machines fail to effectively remove antibiotic-resistant bacteria from healthcare workers' uniforms, potentially contributing to hospital-acquired infections and antibiotic resistance. Researchers tested six home washing machine models, finding that half failed to disinfect clothing on a rapid cycle, and a third failed to adequately clean on a standard cycle. Potentially pathogenic bacteria and antibiotic resistance genes were also found inside washing machines. The findings suggest a need to revise laundry guidelines for healthcare workers or utilize on-site industrial laundry machines to improve patient safety and control the spread of antibiotic-resistant pathogens.

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Kmart's Facial Recognition System Deemed Unlawful Privacy Breach

2025-09-22
Kmart's Facial Recognition System Deemed Unlawful Privacy Breach

Australia's Privacy Commissioner has ruled that Kmart Australia Limited's use of facial recognition technology (FRT) to combat refund fraud violated the privacy of Australians. Between June 2020 and July 2022, Kmart deployed FRT in 28 stores, collecting facial data without consent. The Commissioner found the system disproportionately invasive and that less privacy-intrusive alternatives existed. This follows a similar ruling against Bunnings, highlighting the need for businesses to prioritize privacy when implementing new technologies.

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Tech

NLRB Rescinds Memos on Restrictive Covenants, Offering Relief to Employers

2025-02-17
NLRB Rescinds Memos on Restrictive Covenants, Offering Relief to Employers

On February 14, 2025, NLRB Acting General Counsel William B. Cowen rescinded memoranda that had deemed certain non-compete and stay-or-pay agreements as violating the National Labor Relations Act (NLRA). This reverses the stance of former GC Jennifer Abruzzo. While this is positive for employers, the rescission doesn't eliminate all legal risk. Existing NLRB case law and conflicting ALJ decisions remain, requiring employers to carefully consider state law and tailor restrictive covenants to protect legitimate business interests.

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US Professors Condemn ICE Abductions of Foreign Students

2025-04-06
US Professors Condemn ICE Abductions of Foreign Students

Professors at multiple US universities released a joint statement condemning the illegal arrests of foreign students and faculty by Immigration and Customs Enforcement (ICE). They describe the arrests as “abductions by ICE cowards” and highlight the silencing of dissent under the current administration. The statement calls for academic resistance against this culture of silence and a fundamental change to the university system that allows such actions.

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Fractional Jobs: The Rise of the Fractional Workforce

2024-12-15
Fractional Jobs: The Rise of the Fractional Workforce

Fractional Jobs is a job board specializing in fractional work, connecting companies with expert part-time talent. Offering a flexible alternative to full-time hires, the platform features a wide range of roles across various functions, from engineering and marketing to design and finance. Companies benefit from access to specialized skills on a monthly retainer basis, while professionals can build their careers and earn supplemental income. The platform boasts a large network of pre-screened candidates and promises quick matches between companies and talent.

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CHICKEN Scheme's New Compiler: CRUNCH – A Statically Typed Scheme Compiler

2024-12-17

This article introduces CRUNCH, a new compiler for a statically typed subset of the Scheme programming language. Built on top of the CHICKEN Scheme system, it compiles Scheme code into portable C99 code. CRUNCH aims to provide a high-performance, lightweight Scheme compiler, addressing shortcomings in existing Scheme systems regarding performance and portability. It's particularly well-suited for game development, virtual machine creation, and embedded systems programming. While CRUNCH has limitations in supported Scheme features, it achieves efficient code generation through type inference and various optimizations, seamlessly integrating with the CHICKEN Scheme ecosystem.

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Development Statically Typed

Indie Hacker's Surprise: Document Translator Outperforms Google Translate and DeepL

2025-05-03

An amateur programmer built Kintoun, a document translator, in just two weeks of spare time. Surprisingly, it outperforms Google Translate and DeepL in both translation accuracy and layout preservation. The author shares key lessons learned, including the unexpected success of the product, the critical importance of product distribution, and the winning combination of Inertia.js and Svelte. Kintoun excels at handling complex layouts and features like footnotes and Ruby characters. The author stresses the importance of marketing and shares a successful strategy focused on identifying user needs and offering genuine help before promoting the product.

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The Xanadu Tragedy: An Epic of the Hypertext Dream

2025-09-21
The Xanadu Tragedy: An Epic of the Hypertext Dream

This article recounts how Vannevar Bush's Memex concept inspired two pioneers, Doug Engelbart and Ted Nelson, who respectively created the NLS and Xanadu systems, attempting to build an ideal internet based on hypertext. Engelbart's NLS demonstrated the potential of hypertext, but ultimately failed to gain widespread adoption due to technological limitations. Nelson's Xanadu was a grander vision, aiming to create a "docuverse" connecting all knowledge, but due to technical challenges, funding issues, and Nelson's personality, it ultimately failed to achieve its ambitious goals. The article explores missed opportunities in the development of the internet and the balance between technical and humanistic considerations, prompting reflections on the future form of the internet.

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Tech hypertext

The Tech Industry's Job-Hopping Culture: A Reflection

2025-04-24
The Tech Industry's Job-Hopping Culture: A Reflection

A recruiter reflects on the prevalent job-hopping culture in the tech industry, contrasting it with their father's 30-year tenure at a single company. Instead of chasing the next 'better opportunity,' the author argues for focusing on employers who offer fair compensation, a positive work environment, financial stability, and a willingness to embrace innovation. Only then can recruiters be truly transparent and honest, attracting top talent.

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Startup job hopping

Branch Prediction: A Key to CPU Performance Optimization

2025-07-10
Branch Prediction: A Key to CPU Performance Optimization

Branch instructions are the core mechanism by which a CPU makes decisions in a program. This post explores the types of branch instructions (conditional/unconditional, direct/indirect), and how branch prediction affects CPU performance. While branch prediction techniques can significantly improve efficiency, frequent branches still create performance bottlenecks. The article suggests optimizing code by simplifying conditional statements, inlining functions, avoiding excessive nested calls, using indirect branches cautiously, and utilizing conditional move instructions to reduce the number of branch instructions and improve program performance.

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Development

The 100x Engineer: AI Supercharges Productivity

2025-07-23
The 100x Engineer: AI Supercharges Productivity

The days of the '10x engineer' are over; now, it's all about the '100x engineer,' according to Surge CEO Edwin Chen. Chen, who bootstrapped his company to $1 billion in revenue, argues that AI-driven efficiency gains are multiplying the productivity of top engineers. He points to the success of lean startups achieving significant revenue, suggesting that AI could propel single-person companies to billion-dollar valuations. Surge's efficiency, outpacing competitors like Scale AI, highlights the potential of this amplified productivity. While AI coding tools automate tasks, Chen emphasizes their disproportionate benefit to already highly skilled engineers, highlighting the importance of top-tier talent in the age of AI.

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Debugging Bash Scripts: Gracefully Handling `set -e` Errors

2025-07-27

This article presents a neat trick for gracefully handling errors triggered by `set -e` in Bash scripts. By using `trap 'echo "Exit status $? at line $LINENO from: $BASH_COMMAND"' ERR`, you can print information like the error line number, failing command, and exit status when the script encounters an error, making debugging easier. This leverages Bash-specific features: `$LINENO`, `$BASH_COMMAND` environment variables, and the `ERR` trap condition. Other shells like sh may behave differently and might not fully support this functionality.

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Development script debugging

16TB Archive of US Federal Public Datasets Released

2025-02-07
16TB Archive of US Federal Public Datasets Released

Harvard Law School researchers have released a 16TB archive containing over 311,000 datasets, a complete archive of data.gov from 2024 and 2025. The project aims to preserve the integrity and authenticity of data by maintaining detailed metadata and digital signatures, making it easier for researchers and the public to cite and access this information over time. Open-source software and documentation are also released to enable others to replicate the work and create similar repositories. The project is supported by the Filecoin Foundation and the Rockefeller Brothers Fund.

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SF Startup Artie Hiring Founding Product Engineer

2025-04-12
SF Startup Artie Hiring Founding Product Engineer

Fast-growing San Francisco-based database replication startup Artie is seeking its third engineer, a Founding Product Engineer. You'll build real-time database replication solutions leveraging Kafka and CDC, directly interact with technical customers to improve UX, and build new features (e.g., column exclusion, encryption, schema change alerts). The tech stack includes Go, PostgreSQL, Redis, Kafka, Elasticsearch, Kubernetes, and Terraform. This challenging role requires 4+ years of web development experience in a startup environment; Go proficiency is a plus.

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Startup

Lego Brings Game Development In-House: End of Third-Party Reliance?

2025-03-16
Lego Brings Game Development In-House: End of Third-Party Reliance?

Lego Group announced it's bringing video game development in-house, marking a significant shift in the toy giant's gaming strategy. While Lego has previously collaborated with third-party studios on numerous games, this internalization signifies greater control over its future game products. This move is particularly notable given the success of the Lego mode in Epic Games' Fortnite. However, Lego isn't entirely abandoning collaborations; partnerships like the 2K Drive racing game and rumored Lego football game suggest a continued exploration of diverse partnerships.

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Game Lego in-house

arXivLabs: Community Collaboration on New arXiv Features

2025-09-22
arXivLabs: Community Collaboration on New arXiv Features

arXivLabs is a framework for collaborators to develop and share new arXiv features directly on the arXiv website. Participants must adhere to arXiv's values of openness, community, excellence, and user data privacy. Have an idea to improve the arXiv community? Learn more about arXivLabs.

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Development
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