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DuckDB on a 2012 MacBook Pro: Did We Waste a Decade on Distributed Architectures?

2025-05-22
DuckDB on a 2012 MacBook Pro: Did We Waste a Decade on Distributed Architectures?

This article benchmarks DuckDB on a 2012 MacBook Pro to investigate whether the speed of hardware innovation has outpaced data growth, making distributed architectures unnecessary. The results show the decade-old laptop can complete complex analytical SQL queries, albeit slower than modern machines, but within reasonable timeframes. This leads to a reflection on the past decade's focus on distributed data analytics, suggesting single-node database technology was capable of handling large datasets back then, questioning the necessity of the shift towards distributed systems.

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(duckdb.org)
Development

MacBooks Dominate Apple's Computer Sales: 86% Market Share

2025-03-22
MacBooks Dominate Apple's Computer Sales: 86% Market Share

New data reveals MacBooks' dominance in Apple's computer market, capturing a stunning 86% of total sales. The MacBook Pro leads with 53% market share, followed closely by the MacBook Air at 33%. In contrast, iMac and other desktop Macs account for only 14%, highlighting a strong consumer preference for portable computers. This trend suggests Apple is prioritizing resources towards MacBook development and updates, leading to comparatively slower refresh cycles for desktop models.

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(macdailynews.com)
Tech Apple computers

College Student Discovers New Fungus with Potential for Treating Various Medical Conditions

2025-06-13
College Student Discovers New Fungus with Potential for Treating Various Medical Conditions

Corinne Hazel, a West Virginia University (WVU) environmental microbiology major, has discovered a new species of fungus, Periglandula clandestina, which produces ergot alkaloids similar to LSD. LSD is a semisynthetic drug used to treat conditions such as depression, PTSD, and addiction. Hazel's discovery, made while studying morning glories, was confirmed through genome sequencing. This finding opens up exciting possibilities for pharmaceutical development and new avenues of research.

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(wvutoday.wvu.edu)
Tech

McWig: A Vim-like Text Editor in Go – A Speedy Experiment

2025-06-12
McWig: A Vim-like Text Editor in Go – A Speedy Experiment

McWig is a modal, Vim-like text editor written in Go, currently used by its creator as a daily driver. It only supports .go files and is in early development, so use with caution as it may damage files. Features include LSP autocomplete, goto definition, hover info, Tree-sitter support, and color themes (borrowed from Helix). However, it's also buggy. The project was a quick experiment to explore the text editor space, and the author plans to develop it into a stable, full-featured editor.

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(github.com)
Development

Drag and Drop Images into Bevy 0.15 on the Web

2024-12-15

This post demonstrates integrating web native APIs via WASM with Bevy 0.15 to enable drag-and-drop image functionality in a web browser. It details using wasm-bindgen, gloo, and bevy_channel_trigger to handle DOM events in Rust, extract file data, and pass it to the Bevy engine for image loading and rendering. The process mirrors JavaScript implementation but leverages Rust's capabilities, addressing error handling and event listener memory leaks. The result is a Bevy web application capable of loading and displaying dropped PNG images.

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(rustunit.com)
Development Web Development

Tracing Circuits: Uncovering Computational Graphs in LLMs

2025-04-02
Tracing Circuits: Uncovering Computational Graphs in LLMs

Researchers introduce a novel approach for interpreting the inner workings of deep learning models using cross-layer transcoders (CLTs). CLTs decompose model activations into sparse, interpretable features and construct causal graphs of feature interactions, revealing how the model generates outputs. The method successfully explains model responses to various prompts (e.g., acronym generation, factual recall, and simple addition) and is validated through perturbation experiments. While limitations exist, such as the inability to fully explain attention mechanisms, it provides a valuable tool for understanding the inner workings of large language models.

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(transformer-circuits.pub)
AI model interpretability cross-layer transcoders

Astronomers Push for Global Ban on Ground-Visible Space Advertising

2025-01-26
Astronomers Push for Global Ban on Ground-Visible Space Advertising

The American Astronomical Society (AAS) is urging a global ban on space advertising visible from Earth, citing interference with ground-based astronomy. While the U.S. has a decades-old ban, concerns exist that other nations might launch such advertisements. The AAS calls for an international convention or treaty to prohibit this 'obtrusive space advertising,' citing the potential commercial allure. Past proposals involved satellites reflecting sunlight to display logos, but no such campaigns are currently underway. The AAS is pushing the U.S. delegation to the UN's Committee on the Peaceful Uses of Outer Space (COPUOS) to advocate for this ban.

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(spacenews.com)
Tech space advertising

Reclaiming Digital Sovereignty: The MyTerms Standard Empowers Users

2025-03-23
Reclaiming Digital Sovereignty: The MyTerms Standard Empowers Users

In the age of AI, personal data privacy and autonomy are challenged as never before. This article introduces the IEEE P7012 standard (MyTerms), designed to empower users with agency over their interactions with websites and services through machine-readable agreements. MyTerms, modeled after Creative Commons, allows users to choose from a list of agreements provided by a non-profit, ensuring the user is the first party and therefore in control of their data. This innovation promises to reshape digital sovereignty, giving users more autonomy.

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(doc.searls.com)
Tech user autonomy IEEE standard

Mozilla's Continued Partnership with Onerep: A Year After Broken Promises?

2025-02-13

In March 2024, KrebsOnSecurity revealed that Onerep's founder also runs numerous people-search companies, including the data broker Nuwber. Following this revelation, Mozilla announced it would end its partnership with Onerep. However, nearly a year later, Onerep remains bundled with Firefox. Despite Mozilla's assurances of user data safety, the continued partnership raises questions about its commitment to its stated values. Further complicating matters, Onerep appears to be collaborating with another problematic people-search service, Radaris. This situation highlights the complexities and challenges within the personal data removal industry and prompts ethical considerations regarding data broker business models.

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(krebsonsecurity.com)
Tech

Independent Journalist Scooped Major Story, But Legacy Media Ignored Her

2025-05-05
Independent Journalist Scooped Major Story, But Legacy Media Ignored Her

Independent journalist Marisa Kabas broke a major story about a secret US-Rwanda deportation deal, detailing the deportation of an Iraqi refugee, Omar Ameen. However, major news outlets like CBS, CNN, and the Washington Post either minimized or ignored Kabas's original reporting. This sparked a debate about the role of independent journalists in the news ecosystem. Kabas's reporting, based on verified government documents and multiple sources, was as rigorous as that of major news organizations, but her independent status hindered her from receiving proper credit. This reflects legacy media's unwillingness to acknowledge and adapt to the changing media landscape.

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(www.thehandbasket.co)
Tech independent journalism

Google Unveils Gemini 2.5: A Giant Leap in AI Reasoning

2025-03-25
Google Unveils Gemini 2.5: A Giant Leap in AI Reasoning

Google has introduced Gemini 2.5, its most intelligent AI model yet. The experimental 2.5 Pro version boasts top performance across various benchmarks, achieving the #1 spot on LMArena by a considerable margin. Gemini 2.5 models are 'thinking' models, capable of reasoning through their responses, leading to enhanced accuracy and performance. This reasoning extends beyond simple classification and prediction, encompassing information analysis, logical conclusions, contextual understanding, and informed decision-making. Building on prior work with reinforcement learning and chain-of-thought prompting, Gemini 2.5 represents a significant leap forward, combining a vastly improved base model with enhanced post-training. Google plans to integrate these thinking capabilities into all future models, enabling them to tackle more complex problems and support more sophisticated agents.

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(blog.google)
AI

Coherence in Type Classes: A Comparison of Swift, Rust, Scala, and Haskell

2025-03-12
Coherence in Type Classes: A Comparison of Swift, Rust, Scala, and Haskell

Type classes are a popular mechanism for generic programming, used in languages like Haskell, Swift, Rust, and Scala. However, implicit programming, while convenient, can lead to ambiguity in type inference, jeopardizing coherence (the property that a program has exactly one meaning). The research community is divided: some favor context-sensitive resolution; others advocate for globally unique instances to prevent ambiguity. This paper compares how these four languages address type class coherence, revealing that despite syntactic differences, their strategies for circumventing limitations of unique instances are strikingly similar.

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(programming-journal.org)
Development type classes implicit programming coherence

26,000-Year-Old Mammoth Ivory Portrait: World's Oldest?

2025-02-04
26,000-Year-Old Mammoth Ivory Portrait: World's Oldest?

A tiny mammoth ivory carving unearthed at the Dolní Vĕstonice archaeological site in the Czech Republic is believed to be the oldest surviving portrait in the world, dating back approximately 26,000 years. Measuring just 4.8 centimeters tall, the sculpture depicts a woman's face with remarkably detailed features including eyes, chin, and nose, possibly wearing her hair up or a hat. Unlike other artifacts from the site, this individualized portrait represents the earliest known depiction of a specific person. In 2018, facial reconstruction of a woman's skull found at the same site revealed striking similarities to the carving, further supporting its identification as a portrait. This discovery offers invaluable insights into the art and culture of Upper Paleolithic humans.

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(www.livescience.com)
Misc Paleolithic art portraiture

Servo: The Rust-based Web Rendering Engine Gets a New Lease on Life

2025-03-01
Servo: The Rust-based Web Rendering Engine Gets a New Lease on Life

Servo, a high-performance web rendering engine written in Rust, originally developed by Mozilla, has been transferred to the Linux Foundation Europe. Servo supports WebGL and WebGPU and is adaptable to desktop, mobile, and embedded applications. Its development has contributed to W3C and WHATWG standards. This donation will fund Servo's continued operation and development, covering infrastructure costs and future improvements.

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(opencollective.com)
Development Web rendering engine

AI-Powered Crossword Generation: A Breakthrough

2024-12-23

Bill Moorier, a programmer, has been developing computer programs to generate crosswords for years. Recently, incorporating modern AI techniques, he's achieved remarkable results, producing crosswords that rival human-created ones. His approach combines traditional computer science algorithms and modern AI models. It begins with a massive wordlist, refined by AI to remove obscure terms. A grid with 180-degree rotational symmetry is then generated, filled with words using a backtracking search algorithm. Finally, a large language model generates clues, with post-processing to avoid revealing the answers. The system currently generates a complete crossword roughly every two minutes, though imperfections remain, such as occasional clue leakage (especially with acronyms). Future plans include themed crosswords, a significant challenge in crossword generation.

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(abstractnonsense.com)
AI Crossword Algorithm

Missile Software's 'Null Garbage Collector': Memory Leaks? Not a Problem!

2025-02-07
Missile Software's 'Null Garbage Collector': Memory Leaks? Not a Problem!

A developer recounts a clever application of a 'null garbage collector' in missile software. Because of the limited flight time and ample hardware memory, memory leaks in the program weren't a concern. Engineers calculated the potential memory leakage during flight and added double that amount of memory to ensure the program wouldn't crash before mission completion. This approach cleverly leveraged the program's runtime constraints, effectively solving the memory leak issue—a kind of 'ultimate garbage collection'.

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(devblogs.microsoft.com)
Development memory leaks garbage collection

Cautious Embrace of BlueSky: A Social Media Strategy to Avoid Getting Burned

2024-12-29
Cautious Embrace of BlueSky: A Social Media Strategy to Avoid Getting Burned

As many users migrate to BlueSky, the author shares a cautious approach to joining the platform. The core argument is to avoid building all your value on platforms controlled by others. Using the metaphor "Don't build castles in other people's kingdoms," the author advocates for creating maximum value in self-controlled spaces, leveraging other platforms to drive attention and value to those spaces. Viewing BlueSky as a platform potentially disappearing within three years, the author focuses on personal websites and self-built communities to ensure long-term value accumulation. This approach prioritizes controlling one's own data and online presence over relying on third-party platforms.

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(chrisholdgraf.com)
Misc platform strategy

Google DeepMind Snags Windsurf's Top Talent, Boosting Gemini

2025-07-12
Google DeepMind Snags Windsurf's Top Talent, Boosting Gemini

OpenAI's reported $3 billion acquisition of Windsurf fell through, but Google DeepMind swooped in, hiring CEO Varun Mohan, cofounder Douglas Chen, and key R&D personnel. These additions will bolster Google's efforts on its Gemini project, focusing on agentic coding. Windsurf will continue operations, licensing some technology to Google. This move underscores Google's commitment to competing in the large language model space, significantly strengthening Gemini's capabilities.

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(www.theverge.com)
AI AI talent acquisition

From Rejection to Acceptance: The Power of Page One

2025-05-22
From Rejection to Acceptance: The Power of Page One

A paper initially rejected was dramatically revised, resulting in acceptance. The author meticulously details the changes, focusing on the crucial first page (title, abstract, Figure 1, introduction). By making the title specific and memorable, Figure 1 visually compelling, and the abstract and introduction concise and engaging, the author improved the paper's impact. Further revisions included adding baselines, ablations, and ensuring statistical significance, addressing potential reasons for rejection. The author concludes that improving communication significantly enhances scientific impact.

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(maxwellforbes.com)
Development paper writing research tips

OmniAI OCR Benchmark: LLMs vs. Traditional OCR

2025-02-23
OmniAI OCR Benchmark: LLMs vs. Traditional OCR

OmniAI released an open-source OCR benchmark comparing the accuracy, cost, and latency of traditional OCR providers and Vision Language Models (VLMs). Testing on 1,000 real-world documents, the results show VLMs like Gemini 2.0 outperforming most traditional OCR providers on documents with charts, handwriting, and complex input fields, but traditional models excelled on high-density text. However, VLMs are more expensive and slower. This ongoing benchmark will be updated regularly with new datasets to ensure fairness and representativeness.

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(getomni.ai)
AI

The Death of Corporate Peacocking: Why RTO Mandates Are Failing

2025-03-28
The Death of Corporate Peacocking: Why RTO Mandates Are Failing

The article argues that many companies' return-to-office (RTO) mandates are driven by factors other than increased productivity, such as saving face, paying off massive commercial real estate debt, and managers reasserting control. Data shows hybrid work boosts productivity, while RTO mandates increase employee turnover. The author advocates for an evidence-based approach to work design, focusing on outcomes over presenteeism and embracing flexible work arrangements. The era of 'corporate peacocking,' where managers flaunt their status through office presence, is coming to an end, replaced by a future of trust, clarity, and impact.

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(wrk3.substack.com)
Startup Workplace Culture

Multiplex: Command-Line Parallel Process Manager

2025-07-28
Multiplex: Command-Line Parallel Process Manager

Multiplex is a command-line tool with a simple Python API to run multiple processes in parallel and stop them all at once, or based on a condition. It gracefully shuts down child processes, multiplexing their output and error streams to stdout and stderr for easy parsing with standard command-line tools. Multiplex is useful for running multiple programs concurrently and combining their output, such as a web server, work queue, and database. It supports named processes, delayed starts, process- or time-based dependencies, and actions like silent mode and terminating other processes on completion. With its concise syntax, Multiplex simplifies complex orchestration, including CI/CD pipelines and development environment setup.

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(github.com)
Development process management

Musk's DOGE Cuts Leave US Government Tech Efficiency in Limbo

2025-03-05
Musk's DOGE Cuts Leave US Government Tech Efficiency in Limbo

Under Elon Musk's leadership, the US Department of Government Efficiency (DOGE) has disbanded 18F, an in-house tech team focused on improving government efficiency. 18F developed digital services for tasks like passport applications and online tax filing. Its elimination risks stalling government projects and leaves a void in promoting efficient technology use within the government. Experts criticize the move as akin to 'hiring a demolition crew to build a skyscraper,' overlooking 18F's role in avoiding wasteful IT spending and facilitating technology adoption across agencies. The layoffs impacted roughly 85 employees, leaving the US government without an organization focused on government-wide technology development and implementation, negatively impacting digital transformation efforts.

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(www.newscientist.com)
Tech government tech

Grief, Motherhood, and the Remaking of Self

2025-02-12
Grief, Motherhood, and the Remaking of Self

The author recounts her transformative year, marked by her husband's death from cancer and the birth of her daughter. This profound duality reshaped her brain, impacting memory, anxiety, and sense of self. The article details the neurological changes brought on by grief and motherhood, highlighting a blurring of identity and the struggle to navigate a new reality. Despite the immense pain, she finds strength in her daughter and commits to building a future.

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(bessstillman.substack.com)
Misc grief motherhood identity

34 Ingenious Paper Mechanisms: A Showcase of Folding Engineering

2025-05-18

This article showcases 34 remarkable paper mechanisms, ranging from simple animated folds to complex rotating contraptions. These designs demonstrate the boundless possibilities of paper engineering, combining artistic aesthetics with intricate mechanical principles and folding techniques. Highlights include a Miura-fold inspired deployable solar panel and various geometrically driven dynamic structures, showcasing the intersection of art and engineering in paper design.

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(cutfoldtemplates.com)
Design paper engineering mechanisms

LinkedIn's Toxic Mediocrity: A Content Quality Lament

2025-08-22

The author decries LinkedIn's rampant 'toxic mediocrity': inauthentic personal branding, overproduced empty posts, and meaningless advice disguised as stories. The author argues that LinkedIn's algorithm incentivizes this behavior, yet it ultimately provides no career benefit. Instead of chasing likes and comments, the author advocates for high-quality content creation, such as building a personal blog to share meaningful insights, as a more effective path to career advancement.

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(www.elliotcsmith.com)
Misc

Website Cookie Policy and Privacy Notice

2025-08-10
Website Cookie Policy and Privacy Notice

To provide the best user experience, this website uses cookie technology to store and/or access device information. Consent to these technologies allows us to process data such as browsing behavior or unique IDs on this site. Non-consent or withdrawal of consent may negatively impact certain features and functions. Cookie usage strictly adheres to relevant laws and regulations and is categorized as necessary cookies (for communication transmission), preference cookies, statistical cookies, and advertising cookies. Anonymous statistical cookies do not identify users.

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(research.eye.security)
Misc

A German Cure for Loneliness: The Stammtisch

2024-12-22
A German Cure for Loneliness: The Stammtisch

In today's fast-paced world, loneliness is increasingly common. This article recounts the author's discovery of a traditional German way to combat loneliness—the Stammtisch, where like-minded individuals regularly meet at a bar or restaurant for drinks and conversation. The Stammtisch fosters friendships and provides a relaxed social atmosphere without the hassle of hosting, offering a solution to modern loneliness. The author draws parallels to their own coffee club, highlighting the benefits of regular social gatherings and emphasizing the importance of human connection.

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(www.npr.org)
Misc loneliness social connection german tradition

Arch Linux Minimalist Setup: Get Up and Running Fast

2025-01-24

This guide provides a series of concise, actionable tutorials to help new Arch Linux users quickly set up a functional work environment. Instead of replicating the extensive ArchWiki, it focuses on a minimalistic i3 window manager setup, guiding users through essential tasks such as internet connectivity, display configuration, USB usage, and copy-pasting. It also covers multimedia controls, wallpaper settings, and other helpful tips, with feedback channels encouraging user participation in improvements.

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(ejmastnak.com)
Development Linux setup i3 window manager
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