Developers in the Age of Reasoning AI: Master or Puppet?

2024-12-23

OpenAI's o3 launch has sparked an identity crisis among developers. o3's ability to generate algorithms like a human developer challenges the traditional developer advantage of abstract logic. The article explores how users, machine learning, and o3 create logic, concluding that o3 mirrors a developer's thought process. The future presents developers with two paths: actively reviewing and refining AI-generated code (proactive), or delegating business problems directly to AI tools (passive). The author advocates for the proactive approach, emphasizing the need for developers to understand and take responsibility for AI-generated logic, lest human reason be superseded by AI.

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Development Developers o3 Model

Perl Unveils New Camel Logo

2024-12-23

After years of discussion and design, Perl finally has a new official logo: a friendly camel. Designed by Zach Roszczewski and refined through feedback from numerous community members, the logo is released under a CC-BY license. It aims to represent the Perl language and its community, encouraging wider adoption. While not mandatory, the logo seeks to unify the community's image and is expected to be used on platforms like perl.com and metacpan.org in the future.

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Development

Court Orders Cloudflare to Block Pirate Streaming Services

2024-12-24

A Milan court has ordered Cloudflare to block pirate streaming services offering Serie A football matches across all its services, including CDN, DNS, WARP, and proxy. The court ruled Cloudflare's services facilitate access to illegal streams, undermining Italy's 'Piracy Shield' legislation. The order also mandates broad data disclosure, requiring Cloudflare to identify customers using its services for piracy. This landmark ruling highlights the responsibility of third-party intermediaries in combating digital piracy and represents a significant step forward in anti-piracy efforts.

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Tech Serie A

CodeMic: AI-Powered Code Generation Tool

2024-12-22

CodeMic is an AI-powered tool that generates code based on natural language descriptions. It rapidly produces high-quality code, significantly increasing development efficiency. Both experienced programmers and beginners can easily use CodeMic, allowing them to focus on more creative aspects of their work. CodeMic supports multiple programming languages and continuously learns and improves, providing developers with powerful code assistance.

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Newberry Library Unearths Largest Known Example of Rare Maguey Paper Manuscript

2024-12-23

The Newberry Library in Chicago has made a remarkable discovery: a colonial-era Mexican manuscript, Ayer 1485, written on an exceptionally rare type of paper made from agave plants—maguey paper. The manuscript, a collection of sermons by Bernardino de Sahagún, a Franciscan missionary, contains nearly 50 sheets, far surpassing the number of known existing maguey paper sheets worldwide. The choice of maguey paper, a material with significant pre-Hispanic religious connotations, suggests a deliberate decision by Sahagún's indigenous collaborators, offering valuable insight into the complex cultural exchange during the early period of contact between Europe and the Americas. This find not only highlights ancient papermaking techniques but also enriches our understanding of this crucial historical moment.

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Imgur Website JavaScript Disabled Prompt

2024-12-23

If you're visiting the Imgur website and see the message "If you're seeing this message, that means JavaScript has been disabled on your browser, please enable JS to make Imgur work," it means JavaScript is disabled in your browser. You need to enable JavaScript to view images and use Imgur's features properly.

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Misc

LLMs: Exploring Arithmetic Capabilities in the Pursuit of AGI

2024-12-24

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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The Future of Chocolate: Beyond Cocoa?

2024-12-24

Soaring cocoa prices, coupled with environmental concerns and labor issues, are creating a crisis in the Swiss chocolate industry. New EU regulations banning deforestation-linked products add further pressure. Startups are responding by developing cocoa-free alternatives, using ingredients like fava beans, oats, sunflower seeds, and carob. Innovative approaches include utilizing more of the cocoa fruit and even converting greenhouse gases into cocoa butter substitutes. While these technologies are nascent, the future of chocolate promises deliciousness, albeit with potentially altered sourcing.

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Apple Directs Spyware Victims to Nonprofit Security Lab

2024-12-23

Instead of conducting its own investigations, Apple directs victims of suspected government spyware attacks on iPhones to the nonprofit Access Now for assistance. This approach is supported by cybersecurity experts who believe Access Now is better equipped for systematic investigation and support. Access Now's digital helpline has received 4,337 requests in 2024, becoming a crucial tool in combating spyware. While Apple also employs other security measures like Lockdown Mode, this partnership provides invaluable support for those affected by government spyware.

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Tech Spyware

In Praise of the 100-Page Idea: A Case for Brevity in Nonfiction

2024-12-22

Tracy Durnell argues for the value of concise nonfiction books, specifically those around 100 pages long. She finds these shorter works ideal for exploring a single, impactful idea without excessive detail, fitting modern readers' shorter attention spans. Durnell highlights several examples of excellent books in this length, contrasting them with longer works that she believes often dilute their core ideas through padding. She champions the efficiency of a focused approach, emphasizing the benefits of connecting multiple concise ideas to build a broader understanding over consuming lengthy, highly-detailed tomes.

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Revolutionizing Workflow: The Power of a Public CHANGELOG

2024-12-22

AWS engineer Daniel Doubrovkine shares his experience with maintaining a public CHANGELOG of his work. By openly documenting his weekly tasks, he fosters transparency and collaboration. This practice has yielded significant benefits: more productive 1:1s, smoother onboarding for new engineers, easy access to past work, enhanced self-reflection, and increased trust among colleagues. He encourages others to adopt this approach and shares his simple logging method along with a Ruby script for generating a yearly table of contents.

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Development work log

JRuby Meets JBang: A Hacky but Powerful Combination

2024-12-22

During the Christmas holidays, the author experimented with combining JRuby and JBang to leverage the performance of the JVM and the productivity of Ruby. While JBang doesn't officially support JRuby, a clever workaround using JBang's dependency management and Java's ProcessBuilder was employed. The result? A functional JRuby application incorporating Javalin, JDBI, SLF4J, and ruby-jwt, achieving CRUD operations on a SQLite database with JWT authentication. This hack demonstrates the potential of combining JRuby with Java ecosystem libraries, with performance validated via Apache Benchmark.

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Development

Adding Refinement Types to Rust: A Feasibility Study

2024-12-24

This article explores the feasibility of adding refinement types to the Rust programming language. Drawing on experience with YAIOUOM, a static analyzer that used refinement types to check units of measure, the author examines approaches to implementing refinement types within Rust's type system. Several options are proposed, including modifications to trait resolution, type variable unification, and the introduction of a pluggable keyword mechanism for post-compilation type checking. An optimistic approach—ignoring unit information early in compilation and checking later—is deemed more practical. API design and error message handling are discussed. Future work involves gathering feedback, writing a rustc driver supporting plugins, and implementing several refinement types, potentially including a new version of YAIOUOM and subsets of Flux or Liquid Haskell.

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HyperEssays: An Ongoing Digital Project for Montaigne's Essays

2024-12-22

HyperEssays is a project dedicated to creating a modern and accessible online edition of Michel de Montaigne's Essays. The website hosts four editions of the Essays, including the original French, early modern English translations, and a modern English translation, which are continuously updated and improved. The project aims to provide readers with a convenient reading experience and rich interpretive resources, including annotations, indexes, and downloadable PDFs.

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GitHub Open Source Project: epub-tts Converts eBooks to Audio

2024-12-22

An open-source project on GitHub called epub-tts converts EPUB ebooks into audio files. Written in Go, it relies on ffmpeg and MacOS's `say` command to parse the EPUB into sections (chapters) and convert each section to an audio file. Currently an alpha release, it provides a simple alternative for when eyes are tired but the mind isn't. Future plans include code optimization, batch conversion, smaller audio file sizes, and support for more languages.

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Development ebook audio conversion

Meta Fights Spam at Scale with Haskell

2024-12-22

Meta's Sigma system, a crucial weapon in the fight against spam and malware, underwent a two-year overhaul. The system was rewritten in Haskell, a less common choice for large-scale production systems, achieving over one million requests per second. The shift to Haskell leveraged its pure functional and strongly typed nature, and the Haxl framework enabled automatic batching and concurrent data fetching. Performance improvements of 20-30% over the previous FXL-based system were observed. The project also involved significant contributions back to the GHC compiler, resolving several bugs.

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Development Spam Filtering

twtxt: A Decentralized, Minimalist Microblogging Service

2024-12-22

twtxt is a decentralized, minimalist microblogging service designed for hackers. Its documentation covers installation, quick start, usage, configuration, and API details. Users can follow and unfollow sources, post status updates, view their timelines and feeds from specific sources, and interact with twtxt via the command-line interface (CLI). The source code is hosted on GitHub and contributions are welcome.

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Development decentralized

The Subtleties of Memoization in Ruby: A Deep Dive

2024-12-23

This article delves into the complexities of implementing memoization in Ruby. The author walks through various aspects, from simple local variables to sophisticated thread-safe implementations, covering limitations of the memoization operator, argument-aware memoization, building a memoization DSL, and challenges in handling frozen objects, memory management, and thread safety. Weak and soft references are explored, leading to an efficient and thread-safe memoization DSL. The article concludes by emphasizing the importance of using battle-tested libraries and avoiding reinventing the wheel.

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Development Memoization

Public Bathhouses: A Sustainable Future?

2024-12-22

This article explores the sustainability of public bathhouses and their historical context. From ancient Roman bathhouses to modern shower rooms, public bathing has played different roles throughout history, fulfilling hygiene needs while also serving as social and recreational spaces. The article analyzes the high energy consumption of modern bathrooms and proposes public bathhouses as a more energy-efficient and environmentally friendly alternative. It also discusses different types of public bathhouses and how to design a low-carbon, environmentally friendly public bathhouse, such as using renewable energy sources like solar and geothermal energy. Ultimately, the article calls for a reconsideration of the value of public bathhouses and their potential as a sustainable solution to address today's environmental crisis.

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Electric Car Batteries Outlast Expectations, Potentially Lasting 20+ Years

2024-12-24

Studies of thousands of electric vehicles reveal that EV batteries are lasting far longer than anticipated, potentially exceeding 20 years. Contrary to the common belief that EV batteries require expensive replacements after a few years, research shows they can retain 87% of their original capacity even after 300,000 kilometers. This is largely attributed to less frequent charging and improvements in battery management systems. While rapid charging and hot climates accelerate battery degradation, the overall trend is positive, with some models showing an annual degradation rate of just 1.8%. This could significantly disrupt the automotive industry, as EVs offer lower maintenance costs and longer lifespans, potentially revolutionizing the traditional 15-year car lifespan.

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The Essence of Computing Science: Elegance over Complexity

2024-12-24

This essay by Edsger W. Dijkstra explores the nature of computing science. Dijkstra argues that computing science should be a highly formalized branch of mathematics, emphasizing methodology over factual knowledge, thus bridging the gap between theory and practice. He criticizes the current academic world's pursuit of complexity and the resulting neglect of simple and effective solutions, and calls on computer scientists to pursue elegant solutions and find joy in the process.

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GitHub Assistant: Explore GitHub Repositories with Natural Language

2024-12-22

GitHub Assistant is a proof-of-concept project that lets users explore GitHub repositories using natural language questions. Built with Relta and assistant-ui, it allows users to ask questions in plain English and receive relevant repository information. The Relta sub-module is currently closed source but available upon request. Requires Python 3.9+, npm, Git, and configuration of an OpenAI API key and database connection URI.

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Development Code Search

EU Orders Apple to Enhance iPhone Interoperability

2024-12-22

The European Commission, based on preliminary findings under the Digital Markets Act (DMA), has ordered Apple to take steps to ensure interoperability between its iPhones and devices from other brands. This aims to foster competition and prevent Apple from leveraging its dominant position with iOS to restrict compatibility with third-party products like smartwatches, headphones, and VR headsets. Apple counters that this could compromise user privacy and innovation. The Commission is expected to issue a final decision around March 2025.

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Tech EU

Tracking Down Bulgarian Marketplace Scammers: A Programmer's Undercover Investigation

2024-12-23

A programmer, while selling an item on an online marketplace, fell victim to a sophisticated scam involving a phishing website and fake courier information. Driven by personal reasons, he launched an investigation, uncovering a vast Bulgarian-based scam operation utilizing a custom Node.js system and Telegram bots. The investigation revealed the group's organizational structure, members' identities, and operational methods, implicating thousands across multiple European countries. Despite reporting, such scams are difficult to eradicate.

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(sy1.sh)

C++: A Resurgence of Programming Fun

2024-12-23

The author reflects on over a decade of programming, lamenting that languages like JavaScript, Python, and Ruby failed to recapture the joy he felt coding as a child. Recently, while developing a roguelike game using C++, he rediscovered that programming fun. He argues that C++ was once notorious for the overuse of template metaprogramming, but since C++11, the standards committee's efforts have revitalized the language. Additions like auto type inference, nullptr, and range-based for loops have significantly improved developer experience and efficiency. Modern C++ is powerful, boasting rich libraries and tools, yet avoids the negative aspects of excessive popularity. The relatively pure community allows developers to focus on creation, which is the essence of programming enjoyment.

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Development

Northern Giant Hornet Eradicated from the United States

2024-12-23

The Washington State Department of Agriculture (WSDA) and the United States Department of Agriculture (USDA) announced the eradication of the northern giant hornet (Vespa mandarinia) from Washington state and the US after three years without confirmed detections. This success is attributed to a multi-year collaborative effort involving state and federal agencies, community members, and the public, who played a crucial role in reporting sightings. The hornets posed a significant threat to honeybees, other pollinators, and agriculture, and their eradication protects the US ecosystem and agricultural industry. While eradicated, vigilance continues to prevent reintroduction.

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LLM Standardization Directory: Enabling AI Website Integration

2024-12-23

A proposed standard, `/llms.txt`, aims to simplify the interaction between large language models (LLMs) and websites. This directory curates companies and products leading the adoption of this standard, spanning AI developer tools, financial products, websites, and more. The goal is to improve the efficiency and accuracy of LLMs interacting with diverse websites.

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Otto-m8: A No-Code Visual Platform for AI Workflows

2024-12-23

Otto-m8 is a flowchart-based automation platform that allows users to interconnect LLMs and Hugging Face models via a simple visual interface and deploy them as REST APIs. It abstracts the complex process of running AI models into an Input, Process, Output paradigm, enabling users to build various AI workflows, such as chatbots or custom APIs, with minimal to no code. Currently in its MVP stage, Otto-m8's source code is publicly available.

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Spacer CLI Tool: Elegantly Separate Log Outputs

2024-12-23

Spacer is a simple CLI tool that inserts spacers when command output stops. If you're someone who habitually presses enter a few times in your log tail to distinguish between outputs from different requests, then Spacer is for you! By default, it inserts a spacer every 1 second, but you can customize the interval using the `--after` flag (floating-point numbers are supported). Note that Spacer only monitors STDOUT; if your command outputs primarily to STDERR, use `|&` instead of `|` to redirect STDERR to STDOUT.

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The True Cost of PMI: Why You Should Pay Down Your Low-Interest Mortgage

2024-12-24

The author achieved a guaranteed 10.66% return by paying down their low-interest mortgage to eliminate PMI (Private Mortgage Insurance). The article analyzes the trade-offs between paying down a low-interest mortgage and investing, highlighting that while low-interest rates offer modest returns, the cost of PMI is significant. The author calculated a 10.66% effective return on eliminating PMI, exceeding most investment returns. Readers are encouraged to perform their own calculations to assess the value of prepaying their mortgage.

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