Prettier Now Supports PGN File Formatting

2025-01-04
Prettier Now Supports PGN File Formatting

A new Prettier plugin, `prettier-plugin-pgn`, has been released, adding support for formatting Portable Game Notation (PGN) files. PGN is a standard text format for recording chess games. This plugin handles variations, annotations, and multiple games within a single PGN file, making life easier for chess players and developers. Installation is straightforward via npm or globally.

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Development Code Formatting

LLMs: Exploring Arithmetic Capabilities in the Pursuit of AGI

2024-12-24
LLMs: Exploring Arithmetic Capabilities in the Pursuit of AGI

This article explores why large language models (LLMs) are being used for calculation. While LLMs excel at natural language processing, researchers are attempting to make them perform mathematical operations, from simple addition to complex theorem proving. This isn't to replace calculators, but to explore the reasoning capabilities of LLMs and ultimately achieve artificial general intelligence (AGI). The article points out that humans have always tried to use new technology for computation, and testing the mathematical abilities of LLMs is a way to test their reasoning abilities. However, the process of LLMs performing calculations is drastically different from that of calculators; the former relies on vast knowledge bases and probabilistic models, while the latter is based on deterministic algorithms. Therefore, LLM calculation results are not always accurate and reliable, highlighting the trade-off between practicality and research.

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Rendezvous Hashing: A Distributed Hashing Algorithm with Excellent Load Balancing

2025-09-18

Rendezvous hashing solves the distributed hash table problem by generating a prioritized server list for each key and selecting the first server. Unlike consistent hashing, it offers superior load balancing but has an O(N) lookup time. It's a good choice for small to medium-sized distributed caches, but adding servers in larger systems requires careful management to maintain the "first choice" invariant. Its popularity lagged behind consistent hashing, possibly due to a lack of a 'killer app' moment, despite its earlier invention and inherent advantages.

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Go 1.24 Cryptography Overhaul: Achieving FIPS 140-3 Compliance

2025-02-06

Go 1.24 significantly refactored its cryptography packages to achieve FIPS 140-3 compliance. This is a major step forward, featuring a pure Go (and Go assembly) implementation of a FIPS 140-3 validated cryptographic module, eliminating reliance on cgo or syscalls. Microsoft Go 1.24 also updated, adding macOS preview support and enhanced Azure Linux support, but maintains its use of system libraries for cryptography, diverging from the official Go approach. New environment variables like GODEBUG=fips140=on and GOFIPS140=latest control FIPS mode; the runtime automatically enables it on FIPS-compliant systems (Azure Linux, Windows).

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Development

Depot: Startup Revolutionizing Software Builds Seeks First Marketing Hire

2025-03-18
Depot:  Startup Revolutionizing Software Builds Seeks First Marketing Hire

Depot, a rapidly growing build acceleration platform boasting 500+ paying customers and double-digit monthly growth, is seeking its first dedicated marketing hire. This role will be crucial in developing and executing a comprehensive marketing strategy, encompassing customer acquisition, activation, and expansion; content creation and calendar management; lead generation and nurturing; analytics and experimentation; and close collaboration with engineering and founders. The ideal candidate will possess 5+ years of developer-focused marketing experience, fluency with analytics tools, and a proven track record of success in content marketing, social media, SEO, and email campaigns.

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1800-Year-Old Roman Fresco Unearthed in London

2025-06-28
1800-Year-Old Roman Fresco Unearthed in London

During excavations at The Liberty development site in London, archaeologists have unearthed and painstakingly reconstructed the largest-ever collection of painted Roman plaster, dating back at least 1,800 years. The fragments, discovered scattered among the rubble, reveal the decorative wall of a high-status Roman building. Featuring rare yellow hues, graffiti, Greek lettering, and possibly a fragment of the artist's signature, the fresco offers invaluable insights into Roman art, life, and culture.

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Tennessee's Jumping Spiders: More Adorable Than You Think

2025-04-05

Tennessee is home to a surprisingly diverse array of jumping spiders (Salticidae), small, diurnal creatures with exceptional eyesight, even color vision, used in courtship. They don't build webs, instead using silk for shelters and draglines to stabilize jumps for hunting and escape. Their venom poses minimal threat to humans, and some species exhibit mimicry, such as imitating ants to avoid predators. Male jumping spiders have elaborate courtship rituals, with different species displaying diverse colors and behaviors. Though small, jumping spiders play an important ecological role, and their abundance makes them a fascinating subject for observation.

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Blockchain: A Tech Utopia Illusion?

2025-07-29

Silicon Valley often presents technological solutions, such as blockchain, as neutral and universally beneficial. However, this article argues that definitions of "efficiency," "competition," and "security" are subjective and can even dismantle critical government infrastructure. Blockchain, a clunky database, fails to deliver on its promises of universality, instead serving primarily as a tool for unscrupulous individuals to profit, highlighting the emptiness of techno-solutionism.

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Voynich Manuscript: Structural Analysis with Modern NLP

2025-05-18
Voynich Manuscript: Structural Analysis with Modern NLP

This project uses modern NLP techniques to analyze the structure of the Voynich Manuscript, without attempting translation. By employing methods like stemming, SBERT embeddings, and Markov transition matrices, the researcher found evidence of language-like structure, including part-of-speech distinctions, syntactic structure, and section-specific linguistic shifts. While the meaning remains elusive, the study demonstrates the effectiveness of AI tools in structural analysis, offering a new approach to deciphering this enigmatic manuscript.

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Zuckerberg Kills Meta's Fact-Checking Program, Citing 'Political Bias'

2025-01-07
Zuckerberg Kills Meta's Fact-Checking Program, Citing 'Political Bias'

Meta CEO Mark Zuckerberg announced the elimination of Meta's fact-checking program, shifting to a community notes model. He argued that the program had become overly politicized, eroding trust, and cited increasing pressure from governments and legacy media to censor content. The move aims to restore free expression, allowing discussions on previously restricted topics like immigration and gender identity. Meta is also relocating its trust and safety teams out of California and plans to collaborate with President Trump to fight global censorship of US tech companies.

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Tech

AI: The Stone Soup Analogy for LLMs

2025-02-28
AI: The Stone Soup Analogy for LLMs

This article uses the parable of 'Stone Soup' to cleverly illustrate the workings of Large Language Models (LLMs). In the story, travelers use a few stones and ingredients provided by villagers to cook a delicious soup. This is similar to how LLMs utilize a small number of algorithms and vast resources from the internet, human feedback, etc., to construct a seemingly 'intelligent' system. The author points out that LLMs are not independent intelligent agents, but rather cultural technologies like internet search engines. Their 'intelligence' stems from the contributions of collective human intelligence, not the magic of the algorithms themselves.

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arXivLabs: Experimenting with Community Collaboration

2025-05-21
arXivLabs: Experimenting with Community Collaboration

arXivLabs is a framework for collaborating on new arXiv features, directly on the website. Individuals and organizations participating must share arXiv's values of openness, community, excellence, and user data privacy. Got an idea to improve the arXiv community? Learn more about arXivLabs.

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Development

F-Droid 2024 Recap: Decentralization and Ecosystem Growth

2025-01-23
F-Droid 2024 Recap: Decentralization and Ecosystem Growth

F-Droid made significant strides in 2024, focusing on decentralizing app distribution and expanding its ecosystem. Funded by grants from the Filecoin Foundation and EU Horizon Europe, F-Droid improved core client logic, added support for IPFS and Filecoin, and upgraded the Repomaker tool for easier repository creation. The community also shone, adding over 402 new apps and updating over 7205 apps. In 2025, F-Droid will continue its work on the Mobifree project and welcomes two new team members to further strengthen its infrastructure and enhance user experience.

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Development Open-Source Apps

Trump Admin Seeks to Shutter Key Climate Change Research Lab

2025-07-03
Trump Admin Seeks to Shutter Key Climate Change Research Lab

The Trump administration's proposed budget aims to shut down the Mauna Loa Observatory in Hawaii, a critical facility that has gathered the most conclusive evidence of human-caused climate change since the 1950s. The lab's Keeling Curve data, an iconic chart in modern science, documents the steady rise in atmospheric CO2. Closing the lab would disrupt this invaluable long-term data record, severely impacting climate change research. This move reflects a broader Trump administration plan to slash climate-related research, shifting the National Oceanic and Atmospheric Administration (NOAA)'s focus from climate science to weather forecasting.

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Resurrecting a ZX Spectrum 128K+ "Toastrack": A Retro Computing Restoration

2025-07-01
Resurrecting a ZX Spectrum 128K+

The author reminisces about his childhood with the Sinclair ZX Spectrum 48K and details the restoration of a rare ZX Spectrum 128K+ "Toastrack". This vintage machine suffered from various issues, including unreliable power, poor video quality, and a failing keyboard. The author meticulously addressed these problems by replacing the 7805 voltage regulator with a more efficient DC-DC Buck converter, cleaning the edge connector, adding video filters, and replacing the worn-out keyboard membrane. Audio improvements were also made. Finally, using an RGB2HDMI converter, the author achieved crisp HDMI output, breathing new life into the old machine and allowing him to play classic games once more.

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Hardware

MacBook Notch Breaks Game Rendering: A Developer's Nightmare

2025-08-15
MacBook Notch Breaks Game Rendering: A Developer's Nightmare

Many games render incorrectly on MacBooks with notched displays. The issue stems from how games obtain screen resolutions (CGDisplayCopyAllDisplayModes), which returns resolutions including the notch area, resulting in compressed and distorted game visuals. The article analyzes the differences between various screen regions (full screen, safe area, AppKit fullscreen area) and offers a solution for filtering resolutions. However, it ultimately points to Apple's API design as the root cause. The article also lists affected games and potential improvements Apple could implement, such as updating the HIG, improving CGDisplayMode, or creating a new game-centric API.

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Eight Healthy Babies Born Using DNA from Three People

2025-07-20
Eight Healthy Babies Born Using DNA from Three People

Researchers in Britain have reported the birth of eight healthy babies using a groundbreaking technique involving DNA from three individuals. The method, which is approved in the UK and Australia but not the US, avoids passing on devastating mitochondrial diseases from mother to child. Scientists transfer the mother's nuclear DNA into a donor egg with healthy mitochondria, effectively circumventing the harmful mutations. While one baby showed slightly higher-than-expected levels of abnormal mitochondria, it's not considered disease-causing. This represents a significant advancement for families affected by mitochondrial diseases.

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BrainCraft Challenge: Navigate a Maze with 1000 Neurons

2025-09-07
BrainCraft Challenge: Navigate a Maze with 1000 Neurons

The BrainCraft Challenge invites participants to design a biologically-inspired, rate-based neural network to control a virtual agent navigating a simple maze and seeking energy sources. The challenge consists of five progressively difficult tasks, each lasting two months. The agent must navigate and acquire energy under resource constraints, using limited sensor data and only 1000 neurons. This poses a significant challenge to current neuroscience-inspired models, requiring integration of functional neural dynamics and sensorimotor control.

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AI

ck: Semantic Code Search Redefined

2025-09-07
ck: Semantic Code Search Redefined

ck is a powerful code search tool that goes beyond traditional grep by understanding the semantics of code. Describe what you're looking for in natural language (e.g., "error handling"), and ck will find relevant code, including try/catch blocks, error returns, and exception handling, even if those exact words aren't present. It offers keyword-based, semantic-based, and hybrid search modes, producing structured JSON output ideal for code analysis, documentation generation, and automated refactoring. Maintaining grep's familiar command-line interface and behavior while adding semantic intelligence, ck is perfect for developers, AI agents, and teams.

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Should Christians Use AI for Apologetics? A Software Dev's Concerns

2025-01-21

A software developer raises concerns about using AI and Large Language Models (LLMs) for Christian apologetics. He argues that LLMs are fundamentally "bullshit generators," capable of producing truthful outputs but not designed to prioritize truth, making them prone to fabricating information. Using LLMs in apologetics risks spreading falsehoods and damaging Christianity's credibility. The author suggests focusing on creating powerful search engines to improve access to existing resources instead of relying on LLMs.

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From SixthSense to Physics Research: A College Student's Tech Odyssey

2025-09-04
From SixthSense to Physics Research: A College Student's Tech Odyssey

A college student, starting with a reflection on human-computer interaction, attempts to replicate the SixthSense project, which launches his journey into Computer Science and Engineering. During his studies, he discovers a stronger interest in software engineering, particularly in building practical applications and solving real-world problems. He gets involved in physics research, using Docker to streamline software installation, and employing CNNs and Transformers for electron identification, ultimately shifting his major to Computer Science and Physics. This experience showcases his journey of exploring different technological fields, finding his interests and direction, and improving his skills through hands-on experience.

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Development physics research

Two Sean Carrolls Discuss the Universe: A Dialogue on Science and Faith

2024-12-24
Two Sean Carrolls Discuss the Universe: A Dialogue on Science and Faith

Nautilus magazine brought together two scientists, both named Sean Carroll—one an evolutionary biologist, the other a physicist—for a fascinating conversation. From their respective fields, they tackled profound questions about the origin of life, extraterrestrial life, the tension between science and religion, Earth's fate, and their childhood fascinations with science. Their discussion blended rigorous scientific reasoning with humorous anecdotes, ultimately ending on a note of optimism about the universe's mysteries and humanity's future.

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Hims & Hers: Disrupting Healthcare, or Just Disrupting Ethics?

2025-06-26
Hims & Hers: Disrupting Healthcare, or Just Disrupting Ethics?

Hims & Hers, a telehealth company, has built a billion-dollar empire by exploiting loopholes in FDA regulations. They mass-produce and sell untested weight-loss and erectile dysfunction drugs, sourcing ingredients from questionable Chinese suppliers. While marketing themselves as disruptors offering affordable healthcare, their prices are significantly higher than generic alternatives. The article details how Hims & Hers leverages regulatory complexities to maximize profits at the expense of patient safety, raising serious concerns about regulatory capture and the ethical implications of prioritizing convenience over care.

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RTO Mandates Lead to Tech Talent Exodus, Study Finds

2024-12-17
RTO Mandates Lead to Tech Talent Exodus, Study Finds

A study tracking over 3 million employees at 54 S&P 500 high-tech and financial firms reveals that return-to-office (RTO) mandates are causing companies to lose top talent and struggle to find replacements. The research found a 14 percent average increase in employee turnover after RTO policies were implemented, with senior and skilled employees more likely to leave. Women experienced nearly three times the attrition rate of men. Furthermore, RTO mandates prolonged hiring times and increased costs. Companies' attempts to enforce RTO policies through surveillance tactics, such as VPN tracking and badge swipe monitoring, fueled employee resentment and furthered the exodus. The study suggests that RTO mandates reflect a culture of distrust and ineffective management, leading to decreased employee engagement.

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Bitvise Under Fire for Owning PuTTY Domain

2025-07-16

Bitvise, a commercial SSH client provider, controls the putty.org domain, long associated with the popular open-source PuTTY project. This has drawn criticism for misleading branding and exploiting public trust. Despite facing accusations of unethical behavior, Bitvise refuses to transfer the domain, responding with hostility and deflecting ethical concerns. The core issue isn't legality, but ethics: is Bitvise leveraging PuTTY's reputation to mislead users and benefit commercially?

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Development domain dispute

Mozilla's Free AI Text Detector: Fakespot Deepfake Detector

2025-02-02
Mozilla's Free AI Text Detector: Fakespot Deepfake Detector

Mozilla's Fakespot has released a free Firefox add-on, Deepfake Detector, designed to identify AI-generated text online. This tool analyzes text snippets (32 words or more) for patterns indicative of AI authorship. Unlike many AI detectors, it requires no signup or app download; simply highlight text for instant analysis. While not foolproof, it offers a useful way to distinguish between human-written and AI-generated content, particularly for those seeking authentic human perspectives.

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Astonishing Discrepancies: A Comparison of Acceleration Structure Memory Usage Across GPUs

2025-04-02

This article benchmarks the memory consumption of building acceleration structures (BVHs) for ray tracing across different vendor GPUs. The results reveal significant discrepancies, with the latest NVIDIA GPUs using only one-third or even one-twentieth the memory of AMD counterparts. The article delves into the internal structure of BVHs, contrasting different driver implementations and hardware architecture effects. It analyzes the BVH implementation details of AMD's RDNA2/3 and RDNA4 architectures, explaining the reasons behind the memory usage differences. Finally, the author concludes that BVH memory consumption is heavily influenced by hardware, drivers, and algorithms, and projects future improvement potential.

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The Missing Piece in PKM: Resurfacing Forgotten Knowledge

2025-09-10
The Missing Piece in PKM: Resurfacing Forgotten Knowledge

The author uses several PKM apps like Obsidian and Things to manage vast amounts of digital information, but finds a crucial feature missing: helping users re-engage with captured but forgotten information. Even simple database queries could achieve this, such as showing tasks older than six months. The author calls on PKM app developers to add such features, perhaps inspired by Spotify's home screen, to resurface old notes, tasks, etc., preventing information from becoming a "knowledge black hole."

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Development

arXivLabs: Community Collaboration on arXiv Features

2025-06-14
arXivLabs: Community Collaboration on arXiv Features

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

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Development

Automating Steam Game Publishing with GitHub Actions

2025-03-24

This post details how the author automated their Steam game publishing pipeline using GitHub Actions. By simply creating a new tag, the workflow automatically compiles the 2D hide-and-seek game for Windows, macOS, Linux, and WebAssembly, creates a GitHub release, and finally deploys to Steam. The author provides a detailed walkthrough including build scripts, Steam API usage, and necessary configurations such as generating Steam keys and setting up GitHub Actions variables. This is a great example of leveraging automation to streamline the game release process and is highly valuable for indie game developers.

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Game
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