LLMs: An Accidentally Designed Illusion?

2025-02-08
LLMs: An Accidentally Designed Illusion?

After extensive research, the author reveals that the perceived 'intelligence' of Large Language Models (LLMs) is a cleverly crafted illusion, akin to a psychic's cold reading technique. LLMs exploit human cognitive biases (like the Forer effect), generating responses that appear personalized but are statistically generic, creating the illusion of intelligence. This isn't intentional, the author argues; rather, it's an unintended consequence of AI's lack of understanding of psychological cognitive biases. This has led many to mistakenly believe LLMs possess genuine intelligence, resulting in their application to numerous dubious scenarios.

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AI

txtar: A Simplified Text Archiving Library for Chez Scheme

2025-02-08

txtar is a Chez Scheme library providing a simple text archive format compatible with golang.org/x/tools/txtar. It concatenates files and allows for a top-level comment. The format is human-readable and ideal for test data. Installation is straightforward: run `make install` and set the `CHEZSCHEMELIBDIRS` environment variable. It requires srfi s13 strings and srfi s64 testing (for testing only). Dependencies can be obtained via Thunderchez. All exports are documented with type expectations; examining the implementation is encouraged. Examples include constructing an archive from filenames, writing text to an archive file, and retrieving a file from an archive. txtar is licensed under the GNU Affero General Public License.

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Development Text Archiving

Silent Rebellion: The Century-Long Journey of a Lost and Found Native American Film

2025-02-08
Silent Rebellion: The Century-Long Journey of a Lost and Found Native American Film

The Daughter of Dawn (1920) is an early film starring an all-Native American cast, notable for its authentic portrayal of Native American culture. Its production faced government interference for depicting traditional ceremonies that violated federal law. The film's journey is one of near-loss and eventual rediscovery, restoration, and inclusion in the US National Film Registry. It stands as a testament to cultural resistance and preservation, a precious artifact of American cinema history.

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Writing a Windows Kernel Driver in Rust

2025-02-08
Writing a Windows Kernel Driver in Rust

This article details the experience of writing a Windows kernel driver in Rust. The author overcomes the verbosity of converting between Rust and C/C++ types, using `wdk` crates to build a simple WDM driver – "Booster" – capable of changing the priority of any thread. The article walks through project setup, dependency configuration, core code implementation, driver installation, and testing, highlighting challenges and future improvements for Rust in kernel driver development.

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Development kernel driver

AI Misses the Gorilla: LLMs Struggle with Exploratory Data Analysis

2025-02-08

A study showed that students given specific hypotheses to test were less likely to notice obvious anomalies in their data, compared to students exploring freely. The author then tested large language models (LLMs), ChatGPT 4 and Claude 3.5, on exploratory data analysis. Both models failed to initially identify clear patterns in their generated visualizations; only upon providing images of the visualizations did they detect the anomalies. This highlights limitations in LLMs' exploratory data analysis capabilities, showing a bias towards quantitative analysis over visual pattern recognition. This is both a strength (avoiding human cognitive bias) and a weakness (potentially missing crucial insights).

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AI

Sebald's Austrian Literary Criticism: Marginality, Psychology, and the Loss of Heimat

2025-02-08
Sebald's Austrian Literary Criticism: Marginality, Psychology, and the Loss of Heimat

Jo Catling's new translation of W. G. Sebald's two essay collections on Austrian literature reveals the late author's unique perspective. Sebald's criticism transcends academic boundaries, offering insightful explorations of the psychological states of marginalized figures in Austrian literature, such as the schizophrenic Ernst Herbeck. He analyzes the socio-psychological crises reflected in the works of writers ranging from Grillparzer to Handke, and explores the complex interplay of 'Heimat' (homeland) with exile and identity, particularly amongst Jewish authors grappling with the conflict between belonging and displacement. This collection provides a profound reflection on Austrian literature and broader socio-cultural phenomena, appealing to readers interested in literary criticism and cultural studies.

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FlashSpace: Blazing-Fast Workspace Manager for macOS

2025-02-08
FlashSpace: Blazing-Fast Workspace Manager for macOS

FlashSpace is a lightning-fast virtual workspace manager for macOS, designed to enhance and replace the native macOS Spaces. It eliminates the wait for macOS animations and offers features like multi-display support, customizable hotkeys for workspace switching, and the ability to assign apps to specific workspaces and displays. Additional features include a focus manager, cursor manager, profiles for quick configuration switching, and SketchyBar integration for enhanced workflow.

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Development virtual workspace

Public Domain Day Film Remix Contest Winners Announced!

2025-02-08

The 2025 Public Domain Day Film Remix Contest has concluded! Queline Meadows's "When I Leave the World Behind" took first place, masterfully blending film, images, music, and text to evoke a powerful sense of nostalgia. Samantha Close's "The Archive Boogie" and Samara Meyer's "THE SITUATIONSHIP" won second and third place respectively, showcasing the breadth of 1929 cinema and the richness of public domain resources, and a daring sapphic love story. Three honorable mentions further highlighted diverse film styles: Jeremy Floyd's "Moving Pictures Aren't What They Used to Be," William Webb's "Hoffman's Honeymoon," and DIEGO DIAZ & CAN SARK's "The Wayback Machine." All entries can be viewed on the Internet Archive.

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Rust's rand Crate: A Dependency Nightmare for Random Number Generation

2025-02-08
Rust's rand Crate: A Dependency Nightmare for Random Number Generation

This article delves into the dependency issues of Rust's `rand` crate, used for random number generation. The author highlights the surprisingly large number of dependencies, leading to excessive compile times and bloated code size. `rand`'s dependency tree includes numerous crates like `libc`, `zerocopy`, and `ppv-lite86`, contributing significantly to the line count and compilation overhead. Potential solutions are suggested, including integrating some functionality into the standard library or improving `rand`'s dependency management. This sparks a discussion on the completeness of Rust's standard library and external crate dependency management.

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Development

Google's Carbon: Not Just a C++ Successor, But a Technical Debt Reckoning

2025-02-08
Google's Carbon: Not Just a C++ Successor, But a Technical Debt Reckoning

Google's experimental programming language, Carbon, isn't merely a C++ replacement; it's a project aiming to tackle C++'s massive technical debt through automated tools for large-scale migration to a modern, maintainable language. Stemming from disagreements with the C++ standards committee over the language's future direction, Carbon seeks to free itself from committee constraints, enabling more agile evolution. While a monumental challenge, Carbon leverages tools like Clang and LLVM, unifying abstractions via interfaces to address C++'s complexity, offering a potential solution for the vast C++ codebases that will persist for decades to come.

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Development Technical Debt

Demand What You're Owed: Easy Debt Collection, No Legal Hassles

2025-02-08
Demand What You're Owed: Easy Debt Collection, No Legal Hassles

Collecting overdue payments can be a headache. But don't worry! The US Department of Labor recovered over $230 million in back wages in 2021 alone¹, yet far more goes unclaimed. This website provides simple tools to easily recover what you're owed, without complex legal procedures. Data shows 40% of contractor disputes end up in small claims court, and 26% of renters report deposit issues. Don't let your rights be violated; take action today!

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Conquering Insomnia: The Healing Power of Creation

2025-02-08
Conquering Insomnia: The Healing Power of Creation

The author, a former chronic insomniac, developed a series of quirky rules to combat his sleeplessness, even including avoiding the thought of a particular car air freshener. However, he ultimately discovered that the most effective method was to relinquish control over his sleep, allowing himself to create – writing, drawing, sculpting – whenever inspiration struck in the late hours. This creative process not only dispelled the anxiety of insomnia but also brought unexpected ease and satisfaction. The author encourages readers to try letting go of perfectionism and allow themselves to create, even if they're not good at it, to find healing and release.

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Misc

cute_headers: Single-File Cross-Platform C/C++ Libraries

2025-02-08
cute_headers: Single-File Cross-Platform C/C++ Libraries

cute_headers is a collection of single-file, cross-platform C/C++ libraries offering self-contained solutions for various tasks like 2D collision detection, networking, map loading, and sound playback. These libraries are dependency-free, easily integrated by including a single header, and efficiently implemented to avoid compile-time bloat. The clever use of a preprocessor macro handles implementation details, simplifying integration and build processes. Perfect for game development and other projects needing efficient, portable utilities.

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Development C++ libraries

The Deck: Offline Multiplayer Card Games Aggregator

2025-02-08
The Deck: Offline Multiplayer Card Games Aggregator

The Deck is an offline multiplayer card game aggregator written in Dart and Flutter, solving the problem of missing cards during game nights. It designates one device as the 'table,' allowing all players to see the cards in real-time for an immersive experience. The open-source project welcomes contributions and provides detailed instructions for building and releasing on iOS and Android, along with troubleshooting common issues.

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We're Destroying Software (And Our Joy of Hacking)

2025-02-08

Veteran developer antirez warns that we're destroying software! Over-reliance on new technologies, ignoring complexity, unwieldy build systems and dependency chains, and neglecting maintainability and backward compatibility are making software fragile. He argues that avoiding 'reinventing the wheel' stifles learning and innovation, while premature rewrites, frequent language/framework changes, and reliance on existing complex libraries exacerbate complexity. We need to prioritize code simplicity, scalability, and maintainability to rediscover the joy of hacking.

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Development code complexity

Hidden Cache Hogs: Why Your Disk Space Is Vanishing

2025-02-08

Many Unix programs cache data in hidden `.cache` and `.local` directories, making it difficult for users to find and clear these large cache files that consume significant disk space. The author witnessed firsthand how graduate students in a shared fileserver environment were baffled by these hidden caches, with hundreds of GBs of disk space being unknowingly consumed. The article calls for developers to store caches in visible directories and suggests that disk space usage tools should explicitly show the contents of these hidden directories to aid in user disk space management.

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Strange Islands: From Country-Switching Isles to Vanishing Lands

2025-02-08

This article explores a collection of unusual islands, from Pheasant Island, which switches countries every six months, to Ailsa Craig, the granite supplier for Olympic curling stones, and Hans Island, the insignificant rock that sparked a Danish-Canadian war. Other islands mentioned include the purported location of Amelia Earhart's demise (Nikumaroro Island) and the world's most remote inhabited island (Tristan da Cunha). These islands stand out for their unique geographical features or intriguing histories, showcasing the diversity and mystery of islands worldwide.

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Conquering Operational Toil: The 'Do-Nothing' Scripting Approach

2025-02-08
Conquering Operational Toil: The 'Do-Nothing' Scripting Approach

Every ops team struggles with manual procedures. This article introduces 'do-nothing' scripting: a technique where each step of a manual process (like user account provisioning) is encapsulated in a function within a script. While the script itself doesn't automate the steps, it provides a structured framework, lowering the barrier to entry for future automation. This approach improves focus, reduces errors from missed steps, and builds a library of reusable functions, ultimately leading to efficient toil reduction over time.

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Development DevOps automation

Donkey Kong's Broken Ladder Glitch: Luck and Skill Combine for a New Kill Screen

2025-02-08
Donkey Kong's Broken Ladder Glitch: Luck and Skill Combine for a New Kill Screen

The 'broken ladder' glitch in the classic arcade game Donkey Kong, long thought impossible to exploit, has been conquered. Player Kosmic, using an emulator and a hefty dose of luck, utilized the glitch to not only complete the game but discover a new, true kill screen at level 22-6. The glitch exploits a random delay in Donkey Kong's barrel throwing, giving Mario precious extra frames. This achievement highlights the game's intricate mechanics and underscores the crucial role of both skill and chance in overcoming seemingly insurmountable challenges.

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AI-Powered Photo Organizer: Sort Your Memories by Person

2025-02-08
AI-Powered Photo Organizer: Sort Your Memories by Person

Tired of struggling to organize your massive photo collection? Sort_Memories is an AI-powered tool that makes it easy! Simply upload a few sample photos of the individuals you want to sort by, then upload your group photos. The tool uses face recognition to automatically sort your photos into groups, neatly organizing pictures of you and your loved ones. Built with Python, face_recognition, and Flask, it's easy to use. Just clone the repository, install dependencies, run the script, and visit the specified localhost URL.

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Generating Voronoi Diagrams with Fortune's Algorithm: An O(n log n) Headache

2025-02-08

This article dives deep into the complexities of generating Voronoi diagrams using Fortune's Algorithm in O(n log n) time. The author admits the implementation was far more challenging than anticipated and recommends using a simpler O(n²) approach or a library unless you need to process many large diagrams per second. The article thoroughly explains Voronoi diagrams, the principles of Fortune's Algorithm (including sweep line, beach line, event queue, parabolas, etc.), and the algorithm's data structures and event handling, such as site events, circle events, incomplete edges, half-edges, etc. Despite its complexity, the algorithm produces visually stunning Voronoi diagrams.

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Spotlight on Europe: A Curated List of Privacy-Focused and Sustainable Tech Projects

2025-02-08
Spotlight on Europe: A Curated List of Privacy-Focused and Sustainable Tech Projects

This community-curated list showcases European tech projects prioritizing privacy and sustainability, aiming to bolster the European tech ecosystem. These projects adhere to stringent data privacy regulations like GDPR and emphasize eco-friendly practices, including renewable energy and carbon emission reduction. The list spans AI, cloud computing, data storage, and software development, categorized by country, offering a glimpse into European tech innovation and practices.

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DeepSeek: A Cost-Effective Open-Source LLM Challenging ChatGPT

2025-02-08
DeepSeek: A Cost-Effective Open-Source LLM Challenging ChatGPT

DeepSeek, an open-source large language model (LLM) developed by a Chinese AI research company, is challenging ChatGPT with its unique Mixture of Experts (MoE) architecture. Its efficiency comes from activating only necessary parameters, resulting in faster speeds and lower costs. Features like multi-head attention and multi-token prediction enable superior performance in long conversations and complex reasoning. Despite concerns about its data sources, DeepSeek's cost-effectiveness and direct output style make it a compelling alternative to ChatGPT.

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AI

Strong Links vs. Weak Links: The Plight of Science

2025-02-08
Strong Links vs. Weak Links: The Plight of Science

This article explores the concepts of 'strong-link problems' and 'weak-link problems'. Weak-link problems, such as food safety, depend on the quality of the worst link; strong-link problems, like scientific progress, depend on the quality of the best link. Many mistakenly treat science as a weak-link problem, focusing excessively on preventing poor research, thereby stifling groundbreaking work. The author argues that this stems from the intense competition and status concerns within academia, ultimately leading to stagnation in scientific progress.

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Ghostwriter: An AI Assistant for the reMarkable 2

2025-02-08
Ghostwriter: An AI Assistant for the reMarkable 2

Ghostwriter is an AI assistant running on the reMarkable 2 that responds to handwritten or on-screen prompts using models like OpenAI, Anthropic, and Google Gemini, generating text or drawing responses. The developer iteratively improved handwriting recognition, image generation, and virtual keyboard functionality, adding support for various models and APIs. Ghostwriter currently offers text-assist and drawing modes, with ongoing development focusing on a robust evaluation system and expanded toolset for enhanced user experience.

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Development

Correcting Bird's Proof of the Sieve of Eratosthenes: A Proof about Infinite Lists

2025-02-08

This paper corrects an erroneous proof by Richard Bird in his book *Thinking Functionally with Haskell* concerning the Sieve of Eratosthenes. Bird presents a circular, list-based implementation, but his proof hint is flawed. The authors provide a complete correctness proof by introducing new lemmas and appealing to a weakening of Bertrand's Postulate. The connection between this algorithm and David Turner's vision of "Total Functional Programming" is also explored.

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The Sickest Amiga Setup at GERP 2025

2025-02-08

At GERP 2025, a modified Amiga 1200 stole the show. This wasn't just any Amiga; it served as the competition hub, running entries and connected to a VCR, CRT TV, and genlock for multi-source video output to a large screen. Boasting a 68060 accelerator, ample RAM, and a network card, it even leveraged a Raspberry Pi for modern connectivity. More than a retro machine, this Amiga 1200 was a demoscene powerhouse, highlighting the enduring appeal and expandability of the Amiga platform.

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Game demoparty

Arsenic Drives Gold Concentration: A Breakthrough Discovery

2025-02-08
Arsenic Drives Gold Concentration: A Breakthrough Discovery

Scientists using the intense X-ray beam of the European Synchrotron (ESRF) have uncovered the crucial role of arsenic in gold ore enrichment. Research reveals an atomic-scale attraction between arsenic and gold. When minerals are arsenic-rich, gold directly binds to arsenic, forming stable chemical bonds and thus being captured by the mineral. Conversely, with low arsenic concentration, gold only forms weak bonds with the mineral surface. This discovery not only explains the formation and distribution mechanisms of gold deposits but also offers new avenues for finding new gold resources and improving gold extraction processes, while also helping mitigate the health risks posed by arsenic to gold miners.

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arXivLabs: Experimenting with Community Collaboration

2025-02-08
arXivLabs: Experimenting with Community Collaboration

arXivLabs is a framework for collaborators to build and share new arXiv features directly on the website. Individuals and organizations involved share arXiv's commitment to openness, community, excellence, and user data privacy. arXiv only partners with those who uphold these values. Got an idea to improve the arXiv community? Learn more about arXivLabs.

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Development

arXivLabs: Experimental Projects with Community Collaborators

2025-02-08
arXivLabs: Experimental Projects with Community Collaborators

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. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

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Development
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