Newton's Principia: 337 Years of Ordered Universe

2025-07-06
Newton's Principia: 337 Years of Ordered Universe

In 1687, Isaac Newton published his groundbreaking *Principia Mathematica*, explaining the universe's workings, from falling apples to planetary orbits, providing a comprehensible model of the cosmos. Its publication was thanks to Edmund Halley's funding, preventing a significant setback for science. Newton's theories are still widely used today, from bridge building to space launches, ensuring our stable lives and preventing the kettle from floating into space.

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Tech Newton

VIC-20 Elite: A Retro Space Trading Adventure Reborn

2025-01-24
VIC-20 Elite: A Retro Space Trading Adventure Reborn

Programmer Aleksi Eeben has brought the classic space trading game Elite to the VIC-20 in 2025 with an unofficial port. Despite the VIC-20's limited memory, VIC-20 Elite boasts 30 unique ships, Coriolis and Dodo space stations, and core gameplay elements like exploration, combat, and a dynamic economy. While some features were trimmed to fit the hardware constraints, it's a remarkable feat of 8-bit programming and a testament to the enduring appeal of the original.

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Game

Thirty and Redefining Travel's Purpose

2025-04-05

At 25, the author moved to Goa, India, embracing a simpler, community-focused life and pursuing various hobbies. A recent trip to Kazakhstan, however, left him feeling that travel had lost its meaning. He found people across the globe to be fundamentally similar, and the internet readily provides travel information. He now prioritizes deep, lasting connections with his home community, focusing future travels on visiting friends and exploring local nature.

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Misc

A Gentle Introduction to Graph Neural Networks: Unveiling the Power of Graph Data

2024-12-20
A Gentle Introduction to Graph Neural Networks: Unveiling the Power of Graph Data

This article provides an accessible introduction to Graph Neural Networks (GNNs). It begins by explaining graph data and its real-world applications, such as social networks, molecular structures, and text. The article then delves into the core components of GNNs, including message passing, pooling operations, and various types of graph data. By building a modern GNN model step-by-step, it clarifies the role and motivation behind each component's design. Finally, it offers an interactive GNN playground, allowing readers to experience firsthand the construction and prediction process of a GNN model, deepening their understanding.

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China Advises AI Experts to Avoid US Travel

2025-03-01

The Chinese government has reportedly advised its AI specialists to avoid traveling to the United States, fearing the risk of sensitive information leaks or detention, according to the Wall Street Journal. While not an outright ban, directives have been issued in major tech hubs like Shanghai and Beijing, with leading AI companies advising employees against US and allied country travel unless absolutely necessary. Travelers are required to report their plans beforehand and provide detailed accounts upon return. This move highlights the intense competition and geopolitical tensions between China and the US in the AI arena.

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TypeScript Enums: Use Cases and Alternatives

2025-01-20

This blog post takes a closer look at TypeScript enums: How do they work? What are their use cases? What are the alternatives if we don’t want to use them? The post concludes with recommendations for when to use which approach. It covers enum basics, use cases (e.g., namespace for constants with primitive values, custom type with unique values, namespace for constants with object values), alternatives (e.g., object literals, union of string literal types), and how to perform exhaustiveness checks and enumerate members.

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Development Enums

LLM Benchmark: Pelican on a Bicycle

2024-12-16

Simon Willison created a unique LLM benchmark: generating an SVG image of a pelican riding a bicycle. This unusual prompt aimed to test the models' creative abilities without relying on pre-existing training data. He tested 16 models from OpenAI, Anthropic, Google Gemini, and Meta (Llama on Cerebras), revealing significant variations in the quality of generated SVGs. Some models produced surprisingly good results, while others struggled.

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Roku OS Update Causes Washed-Out HDR Colors

2025-05-05
Roku OS Update Causes Washed-Out HDR Colors

A recent Roku OS update has caused washed-out colors in HDR content on several Roku apps, including Disney+. Complaints started appearing a week ago, affecting apps like Apple TV+ and Netflix as well. Roku is investigating, asking users to report their experiences and devices. Affected TVs include multiple TCL, Hisense, and Sharp models, while Roku streaming sticks seem unaffected. One user reported that plugging a streaming stick into a Roku TV solved the issue. Users report the problem impacting both movies and shows across various apps, causing significant viewing disruption.

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Hardware Color Distortion

Decoding the Startup Software Engineer Interview Process

2025-02-13
Decoding the Startup Software Engineer Interview Process

This startup uses a two-step interview process: a phone screen and a two-day onsite interview. The phone screen assesses interest in startups and teamwork, along with basic web programming skills and project experience. The onsite interview delves deeper into technical abilities, product thinking, and team fit, emphasizing communication, ownership, and autonomy through a small project.

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Development Interview Process

California to Honor Steve Jobs with Commemorative Coin

2025-02-22
California to Honor Steve Jobs with Commemorative Coin

California has nominated Steve Jobs for a commemorative coin to be released in 2026, celebrating his innovative contributions to technology. Beyond co-founding Apple and launching revolutionary products like the Apple II and iPhone, Jobs also co-founded Pixar, creating the world's first fully computer-animated feature film. His legacy centers on making complex technology user-friendly and accessible, connecting people globally. The coin, produced by the U.S. Mint, embodies Jobs' innovative spirit and the California ethos.

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LeetArxiv: Reimplementing a 1931 Integer Factorization Algorithm

2025-03-30
LeetArxiv: Reimplementing a 1931 Integer Factorization Algorithm

LeetArxiv recreates a 1931 integer factorization algorithm by Lehmer and Powers, based on continued fractions. The article meticulously explains the algorithm, including computing the continued fraction expansion of a square root and using the resulting coefficients (P and A) for factorization. A step-by-step example demonstrates the algorithm's details, successfully factoring 13290059. This algorithm, historically significant, was the first to achieve sub-exponential factoring time.

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Elegantly Solving the Problem of Anchor Links on Extremely Long Pages

2025-04-03
Elegantly Solving the Problem of Anchor Links on Extremely Long Pages

This article tackles the problem of anchor links failing to scroll to the correct heading on very long pages. The author explores several solutions, starting with simple padding adjustments, then shifting trigger lines, and finally employing a sophisticated approach involving virtual headings and an optimization algorithm. A cubic polynomial function ensures smooth transitions, addressing issues of layout and user experience. The optimal solution balances maintaining original heading positions with preserving section spacing, resulting in a robust and elegant solution for extremely long pages.

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Development

Missile Strike Confirmed as Cause of Azerbaijan E190 Crash

2024-12-28
Missile Strike Confirmed as Cause of Azerbaijan E190 Crash

An Azerbaijan Airlines Embraer E190 passenger plane crashed on Christmas Day, killing 38 people. The Azerbaijani government confirmed that a Russian Pantir-S1 surface-to-air missile caused the crash. The aircraft was attempting an emergency landing when it went down. Russian air defense forces were engaged in shooting down Ukrainian drones in the area, but civilian airspace wasn't closed. Despite pilot requests for an emergency landing, the plane was denied access to Russian airports and crashed near Aktau, Kazakhstan.

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Hacking Symbolic Algebra with Anthropic's MCP: A Wild West Adventure

2025-05-22

This post details an experiment using Anthropic's Model Context Protocol (MCP) to overcome LLMs' limitations in symbolic math. MCP lets LLMs call external tools. The author integrated an LLM with SymPy, a computer algebra system, to solve a damped harmonic oscillator equation. While the MCP ecosystem is rough around the edges and presents security risks (running locally!), the successful integration of these components highlights the potential of this approach. Combining LLMs with specialized tools like SymPy could revolutionize how we interact with complex mathematical computations.

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Development

Machine Learning Textbook: Patterns, Predictions, and Actions

2025-09-06

Moritz Hardt and Benjamin Recht's "Patterns, Predictions, and Actions: Foundations of Machine Learning" is now available from Princeton University Press. This comprehensive textbook covers a wide range of machine learning topics, from foundational prediction to deep learning, causal inference, and reinforcement learning. Supplementary problem sets and a PDF preprint are also available. The book is licensed under Creative Commons BY-NC-ND 4.0.

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AI

Control WhatsApp with Claude: A WhatsApp MCP Server

2025-03-31
Control WhatsApp with Claude: A WhatsApp MCP Server

This project integrates WhatsApp with the Claude large language model (LLM). A Go bridge connects to the WhatsApp Web multi-device API, storing messages locally in a SQLite database. A Python server implements the Model Context Protocol (MCP), enabling Claude to search messages, contacts, and send messages via a set of tools. All processing is local, prioritizing user privacy.

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Development

Broken VSCode Extension Download Links

2025-02-04
Broken VSCode Extension Download Links

Download links for extensions in the VSCode marketplace are broken. New installation instructions direct users to download OS-appropriate versions from a 'Version History' link, but this link is missing. The previous sidebar download link has also been removed, preventing users from downloading extensions. This affects all operating systems and browsers.

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Playing Baba Is You with a Large Language Model: An AI Gaming Challenge

2025-07-05

This article details an experiment combining the game Baba Is You with a large language model (LLM). Baba Is You is a unique puzzle game where players manipulate the rules themselves to win. The author attempts to use LLMs like Claude to control the game, leveraging game state information to aid LLM decision-making. Results show current LLMs struggle significantly with complex levels, but the project offers a novel approach to exploring LLM applications in gaming.

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Game

Unraveling the Mango's Mystery: A Scientific Journey Across Asia

2024-12-16
Unraveling the Mango's Mystery: A Scientific Journey Across Asia

The sweet mango, a beloved fruit worldwide, hides a mysterious past. Dr. Emily Warschefsky, a Ph.D. student at Florida International University, embarked on a scientific journey across Asia to uncover the mango's origins. Visiting botanical gardens and forests, she collected numerous samples of Mangifera species and used DNA sequencing to study relationships between different mango species. Her research revealed genetic differences between Southeast Asian and Indian mangoes, challenging the traditional view of a single Himalayan origin. Several scenarios are proposed, including multiple domestication events and hybridization between different species. Warschefsky's work not only deepens our understanding of mango origins but also offers new insights for mango breeding and cultivation.

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Kentucky Cops Kill Innocent Man in Wrong Raid

2025-01-06
Kentucky Cops Kill Innocent Man in Wrong Raid

Kentucky police fatally shot 63-year-old Douglas Harless during a botched raid on the wrong house. Despite dispatchers providing the correct address at least five times, officers raided 511 Vanzant Rd. instead of the intended 489 Vanzant Rd., resulting in Harless' death. Police claim Harless brandished a weapon, but the incident raises serious questions about police procedure, lack of pre-raid surveillance, and echoes the Breonna Taylor case, sparking renewed concerns about police brutality.

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Thailand Cuts Power to Border Towns to Combat Cross-Border Scams

2025-02-06
Thailand Cuts Power to Border Towns to Combat Cross-Border Scams

In a major crackdown on cross-border telecom scams, the Thai government has cut off electricity, internet, and gas supplies to several towns along its border with Myanmar. These areas are known to house numerous scam factories where victims are coerced into running investment and romance scams, generating billions of dollars annually. The move is driven by national security concerns and the significant economic damage caused by these scams. Thailand's Deputy Prime Minister personally oversaw the power cuts, citing a clause in the energy supply contract. The recent discovery of a missing Chinese actor in the area highlights the severity of the problem. While Myanmar has also repatriated thousands of forced workers, Thailand's actions demonstrate a strong stance against cybercrime and human trafficking, though the impact on innocent civilians remains unclear.

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Microsoft Unveils Phi-4: A Small Language Model Excelling in Complex Reasoning

2024-12-15
Microsoft Unveils Phi-4: A Small Language Model Excelling in Complex Reasoning

Microsoft has introduced Phi-4, a new 14-billion parameter small language model (SLM) that outperforms larger models in complex reasoning tasks, particularly in mathematics, surpassing even Gemini Pro 1.5 on math competition problems. This achievement is attributed to high-quality synthetic and organic datasets and post-training innovations. Currently available on Azure AI Foundry under an MSRLA, Phi-4 will launch on Hugging Face next week. Microsoft emphasizes its commitment to responsible AI development, integrating robust safety features into Phi-4's design and deployment.

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JRuby: Elegant Java Integration Solves External Library Headaches

2025-05-01

At RubyKaigi, the author encountered difficulties using external libraries in Ruby: C libraries require writing C extensions or FFI bindings, while other languages pose even greater challenges. Examples like Charty (wrapping matplotlib) and QuickChart (implemented in JavaScript) highlighted the clumsiness of existing solutions. The author proposes a more elegant approach: leveraging JRuby's Java integration. Using JFreeChart as an example, the article demonstrates how to create charts effortlessly without writing Java, C, Python, or JavaScript code. It details JRuby's Java integration layer, including managing dependencies with `jar-dependencies`, calling Java classes, and creating simple bar and pie charts. The author concludes with an encouragement to experiment with JRuby and support its continued development.

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Control Your iTerm from LLMs with iterm-mcp

2025-01-30
Control Your iTerm from LLMs with iterm-mcp

iterm-mcp is a Model Context Protocol (MCP) server providing LLM access to your iTerm session. It features efficient token usage by only reading the output the model needs; natural integration allowing LLMs to interact with iTerm, answering questions or performing tasks; and full terminal control with REPL support. Easy to install via npx and integrate with clients like Claude Desktop, it prioritizes simplicity. However, it lacks built-in safety restrictions, requiring users to monitor model activity and exercise caution.

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Development

Punched in the Stomach: A Surreal High-Paying Job

2025-02-18
Punched in the Stomach: A Surreal High-Paying Job

A programmer stumbles upon a job perfectly matching his skills, except for one bizarre detail: getting punched in the stomach by his boss daily. The high salary and benefits outweigh his concerns. The job, as surreal as it sounds, becomes his reality. He adapts, contemplates the meaning of work and life, and eventually quits, embarking on a new chapter. The story explores themes of absurdity, corporate culture, and self-discovery.

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Open-Source Oasis Smart Terrarium: A 3D-Printed Paradise for Plants

2025-06-24
Open-Source Oasis Smart Terrarium: A 3D-Printed Paradise for Plants

Oasis is a fully open-source, mostly 3D-printed smart terrarium designed for humidity-loving plants like mosses, ferns, and orchids. It features high-power LED lighting, a mister for humidity control, fans for airflow, and a temperature/humidity sensor. WiFi connectivity allows control via a phone or computer. The project includes CAD models, electronics designs (KiCad), and software (Rust). While the electronics assembly might be challenging for beginners, the project is largely accessible to DIYers with a 3D printer. Pre-assembled electronics can be ordered, though potentially expensively. The creator plans to eventually offer assembled electronics kits.

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Hardware smart terrarium

Contrastive Divergence: Understanding RBM Training

2025-05-15

This article provides a clear explanation of the contrastive divergence algorithm for training Restricted Boltzmann Machines (RBMs). By defining the energy function and joint distribution, it derives the weight update rule and explains the role of Gibbs sampling in the positive and negative phases. Ultimately, it shows how the difference between data and model expectations is used to adjust the RBM's weights and biases, minimizing the energy of the training data.

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Many Hard LeetCode Problems are Just Easy Constraint Problems

2025-09-12
Many Hard LeetCode Problems are Just Easy Constraint Problems

The author recounts a frustrating interview experience where a seemingly simple change-making problem stumped him due to his lack of dynamic programming skills. He argues that many challenging LeetCode problems are, in fact, easily solvable using constraint solvers like MiniZinc, Z3, or OR-Tools. The article presents several examples, including maximizing stock profit and finding the largest rectangle in a histogram, demonstrating the elegant simplicity and power of constraint solvers, especially when dealing with complex constraints.

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Development leetcode
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