PhD Thesis: A Farcical Academic Misadventure

2025-04-29

A PhD student recounts a series of absurd and bizarre experiences during his doctoral studies in engineering science. From an absent advisor and lack of research equipment to plagiarism in academic papers, he witnesses the dark side of academia. Ultimately, he completes his studies in an almost farcical manner and escapes the stifling academic environment. This humorous account exposes some problems within academia, prompting reflection on academic integrity and the research environment.

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Sütterlinschrift: The Rise and Fall of a German Handwriting Script

2025-08-21
Sütterlinschrift: The Rise and Fall of a German Handwriting Script

Sütterlinschrift, a widely used German handwriting script from 1915 to the 1970s, represents the final form of Kurrent. Designed by Ludwig Sütterlin, it was banned by the Nazi regime in 1941 and replaced with 'normal script'. Despite this, Sütterlinschrift continued to be used by many post-war, fading from common use only in the 1970s. Its unique letters and ligatures even left a mark in mathematics and proofreading, showcasing its historical and cultural impact.

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ICE Raid Delays Hyundai's EV Battery Plant Construction

2025-09-12
ICE Raid Delays Hyundai's EV Battery Plant Construction

Construction of Hyundai's electric vehicle battery plant in Georgia has been delayed by at least two to three months following an ICE raid that detained 475 workers. The raid, which sparked outrage in South Korea, has prompted concerns about the impact on foreign investment in the US and the potential for further disruptions to other South Korean projects. The plant, a joint venture with LG Energy Solutions, is crucial for Hyundai's US vehicle production. The incident highlights the tension between immigration enforcement and attracting foreign investment for vital industries like electric vehicle manufacturing, potentially hindering the US's competitiveness in the global EV market.

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Rethinking Orders of Infinity with Nonstandard Analysis: An Algebraic Approach

2025-05-04
Rethinking Orders of Infinity with Nonstandard Analysis: An Algebraic Approach

This paper explores a novel approach to studying asymptotic notation and orders of infinity using nonstandard analysis. Traditional analysis relies on complex epsilon-delta arguments to handle orders of infinity. However, nonstandard analysis cleverly hides many quantifiers through the introduction of ultrafilters, transforming the problem into one with a more algebraic nature. The paper demonstrates that within the nonstandard framework, orders of infinity form a totally ordered vector space and possess a completeness property reminiscent of the completeness of real numbers. This algebraic approach simplifies computations with asymptotic notation, especially in symbolic computation, but sacrifices the ability to extract explicit constants.

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The Streaming Golden Age is Over?

2025-09-17
The Streaming Golden Age is Over?

From Netflix's rise to the 2023 writer's strike, the streaming industry has undergone dramatic upheaval. Initially, high-budget "prestige TV" dominated, but Netflix's stock plunge and economic uncertainty led to industry contraction and slashed production budgets. Now, high-quality shows are scarcer, replaced by low-cost non-fiction programming. Viewers are turning to free platforms like YouTube, signaling an impending wave of streaming consolidation.

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Chorus' Creator Incubator: Controversy and Hope

2025-08-28
Chorus' Creator Incubator: Controversy and Hope

Chorus, an organization aiming to support progressive content creators, launched a creator incubator program to help them produce high-quality political content. However, the program has faced controversy. Some creators accused Chorus of using their images for fundraising without permission and attempting to become a middleman between progressive political leaders and independent media. Despite this, many creators applied to join the program, hoping to gain funding and resources to produce better content and influence the political process. The future direction of the program and whether it can truly help independent media remains to be seen.

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Misc

Koog: A Kotlin Framework for Building AI Agents

2025-05-25
Koog: A Kotlin Framework for Building AI Agents

Koog is a Kotlin-based framework for building and running AI agents entirely in idiomatic Kotlin. It enables creating agents that interact with tools, handle complex workflows, and communicate with users. Key features include a pure Kotlin implementation, MCP integration, embedding capabilities, custom tool creation, ready-to-use components, intelligent history compression, a powerful streaming API, persistent agent memory, comprehensive tracing, and flexible graph workflows. It supports various LLM providers like Google, OpenAI, Anthropic, OpenRouter, and Ollama. Koog supports JVM and JS targets and provides detailed dependency instructions.

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Development

Startup's $7k Vercel Bill: A Tale of AI Bot Scraping

2025-04-15
Startup's $7k Vercel Bill: A Tale of AI Bot Scraping

Metacast, a podcast startup, faced a near-$7,000 Vercel bill due to a surge in AI bot traffic. Amazonbot, Claudebot, and other bots sent 665,000 requests in a single day, scraping thousands of images from their 1.4 million podcast episode pages. Vercel's Image Optimization API, while making the app snappy, proved costly. The startup quickly responded, blocking the bots and disabling image optimization for external URLs, averting disaster. This incident serves as a cautionary tale for startups about the potential costs and risks of unexpected AI bot activity.

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Startup AI bots

LLM Capabilities Doubling Every Seven Months: A 2030 Prediction

2025-07-05
LLM Capabilities Doubling Every Seven Months: A 2030 Prediction

New research reveals a startling rate of progress in large language models (LLMs). Their ability to complete complex tasks is doubling roughly every seven months, according to a metric called "task-completion time horizon." This metric compares the time an LLM takes to complete a task to the time a human would take. The study projects that by 2030, the most advanced LLMs could complete, with 50% reliability, a software task equivalent to a month's worth of human work (40 hours/week). This raises significant concerns and excitement about the potential benefits and risks of LLMs, while acknowledging that hardware and robotics could potentially limit the pace of progress.

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AI

Starlink Goes Beyond Phones: New Zealand Launches First Satellite IoT Network for Beehives

2025-08-05
Starlink Goes Beyond Phones:  New Zealand Launches First Satellite IoT Network for Beehives

SpaceX's cellular Starlink network is expanding beyond phone coverage in cellular dead zones. New Zealand's One NZ has launched the world's first Starlink Direct-to-Cell (DTC) IoT network, partnering with APIS Solutions to monitor beehives in remote areas via satellite. This utilizes Starlink's satellite connectivity to provide real-time data without reliance on traditional cell towers. T-Mobile has also confirmed plans to incorporate IoT device support into its Starlink service, highlighting the growing potential of satellite technology for connecting remote IoT devices.

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Tech

The Plight of a Single Maintainer: The curl Project's Struggle

2025-09-12

Daniel Stenberg, the sole full-time maintainer of the widely used curl project, shared his struggles at the Open Source Summit Europe. Despite curl's massive impact (used in over a billion devices), the project faces challenges from companies leveraging it without contributing, malicious emails, AI-driven DDoS attacks, and the sheer volume of maintenance tasks. While he receives some heartwarming thank-you notes, the burden of maintaining curl is immense, highlighting the difficulties faced by many open-source maintainers working without adequate support.

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Development maintainer burnout

Blowtorch Theory: A New Model for Universe Structure Formation

2025-05-28
Blowtorch Theory: A New Model for Universe Structure Formation

This article introduces a revolutionary 'Blowtorch Theory' challenging the ΛCDM standard model of cosmology. It posits that powerful jets from early supermassive black holes actively shaped the universe's structure through electromagnetic processes, not solely gravity. These jets created vast, low-pressure cavities and magnetic field lines, forming the cosmic web. The theory elegantly explains the James Webb Space Telescope's observations of surprisingly mature early galaxies without requiring dark matter.

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The Rise of Tabletop RPGs: How Dungeons & Dragons Is Combating Loneliness

2025-03-27
The Rise of Tabletop RPGs: How Dungeons & Dragons Is Combating Loneliness

Starting from a board game café in New York City, a group of twenty-somethings transformed their Dungeons & Dragons hobby into a thriving Twitch channel, "The Bards of New York," boasting thousands of followers. Their success mirrors the exploding popularity of tabletop role-playing games (TTRPGs), especially Dungeons & Dragons. Once a niche hobby, D&D now boasts tens of millions of players, spawning movies, TV shows, and lucrative streaming careers. The article highlights how TTRPGs not only provide entertainment but also foster strong communities, combating loneliness and enhancing creativity and problem-solving skills—a particularly valuable aspect in a post-pandemic world.

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Reclaiming Your Browser: Bookmarklets and Extensions

2025-02-09

Frustrated with the modern browser's developer-centric and bloated nature, the author reclaims their browsing experience through bookmarklets and WebExtensions. They detail creating custom bookmarklets for seamless blogging, including one-click post creation and tag editing. Integration with other apps via custom URL schemes is highlighted. WebExtensions are presented as a means of intervention, with examples like adding RSS feed icons, creating calendar reminders, and removing unwanted content from websites. The author advocates for user agency, encouraging readers to personalize their browsing experience and take back control.

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Development browser extensions

Endometriosis: A Disease More Terrifying Than Cancer?

2025-06-14
Endometriosis: A Disease More Terrifying Than Cancer?

Endometriosis is a mysterious disease whose cause remains unknown, bearing a striking resemblance to cancer yet lacking effective treatments. This article explores the disease's origins, its connection to cancer, and the limitations of current treatments. It also highlights the severely underestimated prevalence and the critical lack of research funding, calling for more attention and investment in research on this disease.

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Co-adapting Human Interfaces and Large Language Models

2024-12-23
Co-adapting Human Interfaces and Large Language Models

The rise of Large Language Models (LLMs) is changing how we access information. This article explores how the digital world is adapting to LLMs, blurring the lines between 'agent' and 'environment'. The author uses code autocomplete as an example, showing how humans adapt their behavior – for instance, using 'docstring-first programming' – to work better with LLMs. This leads to more heavily commented codebases, illustrating environmental adaptation to tools. To improve LLM efficiency, the article argues for 'agent-computer interfaces' that translate human interfaces into formats LLMs understand better. The future, the author suggests, lies in designing interfaces specifically for LLMs, rather than solely focusing on model improvements. This will ultimately alter human-computer interaction, fostering new applications and content.

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AI

Generative AI: A Double-Edged Sword for India's IT Services Sector

2025-04-15
Generative AI: A Double-Edged Sword for India's IT Services Sector

Generative AI offers significant efficiency gains but presents a major challenge for India's IT services industry. While Indian firms have thrived by serving Western clients, they now face a crucial question: will AI's productivity dividend translate into revenue growth, or will intense competition lead to price reductions that negate these gains? Analysis suggests deflationary pressures are already emerging, with AI-driven efficiency improvements fueling price competition and potentially slowing medium-term growth to 4-5%. While some firms have seen success with GenAI projects, AI often replaces rather than supplements existing IT spending. Clients are demanding and receiving cost savings from AI, forcing IT service providers to shift to outcome- or value-based pricing models to capture the value generated by AI, rather than just enabling efficiency gains further down the value chain.

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China's Clinical Trial Boom: A Case Study in Regulatory Reform

2025-04-28
China's Clinical Trial Boom: A Case Study in Regulatory Reform

China's pharmaceutical industry is undergoing a dramatic transformation, with a massive surge in clinical trials in recent years. This explosion is attributed to government reforms that have lowered barriers to market entry, streamlined approval processes, and accelerated drug development. Compared to the U.S., China's clinical trials are faster and cheaper, attracting significant international investment and fueling a biotech boom. This success story offers valuable lessons for other countries, highlighting the crucial role of streamlined regulation and efficiency in driving pharmaceutical innovation.

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GitHub Joins Microsoft's CoreAI Team After CEO's Departure

2025-08-11
GitHub Joins Microsoft's CoreAI Team After CEO's Departure

Following the resignation of CEO Thomas Dohmke, Microsoft is integrating GitHub into its newly formed CoreAI team. This means GitHub will no longer operate as a separate entity but will become fully integrated into Microsoft, becoming a key part of its AI platform strategy. This move signals a strategic shift in Microsoft's AI ambitions, aiming to leverage GitHub's resources and expertise to accelerate the development and deployment of its AI platform. Led by former Meta executive Jay Parikh, the CoreAI team envisions building an 'AI agent factory' to provide AI platforms and tools for Microsoft and its customers.

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Tech

Civilization VII Founders Edition: Conquer the Ages!

2025-02-11
Civilization VII Founders Edition: Conquer the Ages!

Sid Meier's Civilization VII Founders Edition launches with early access on February 6th, 2025! It includes the base game, early access (up to 5 days early), the Tecumseh and Shawnee Pack, the Crossroads of the World Collection, and the Right to Rule Collection (6 DLCs total, releasing by September 2025). Enjoy additional leaders, civilizations, wonders, and cosmetic options. Experience a revamped empire-building journey across distinct ages with deeper strategic gameplay and cross-platform multiplayer.

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Game

Supercharge Your Airflow Pipelines with LLMs: The Apache Airflow AI SDK

2025-03-31
Supercharge Your Airflow Pipelines with LLMs: The Apache Airflow AI SDK

This Apache Airflow AI SDK, built on Pydantic AI, lets you seamlessly integrate large language models (LLMs) into your Airflow workflows. Using decorator-based tasks (@task.llm, @task.llm_branch, @task.agent), it simplifies LLM calls and agent orchestration. Support for various models (OpenAI, Anthropic, etc.), automatic output parsing, and DAG branching capabilities make your data pipelines smarter and more efficient.

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Development

clawPDF: A Powerful Open-Source Virtual Printer

2025-05-19
clawPDF: A Powerful Open-Source Virtual Printer

clawPDF is a powerful open-source virtual printer that converts various files into multiple formats including PDF, PDF/A, and images. It boasts advanced features such as OCR, encryption, and a scripting interface. Compatible with various Windows systems (including servers and ARM64), it supports network printing and multi-user environments, making it a great tool for enterprise solutions. Whether batch processing documents or integrating into applications, clawPDF handles it with ease.

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Development virtual printer

Photorealistic Clouds in 10 Lines of Code: Dissecting Shadertoy's 'Tiny Clouds'

2025-01-22
Photorealistic Clouds in 10 Lines of Code: Dissecting Shadertoy's 'Tiny Clouds'

Shadertoy's 'Tiny Clouds' shader generates stunningly realistic clouds using a mere 10 lines of code. This article delves into the code's intricacies, explaining its clever reverse ray marching, fractal Brownian motion (FBM) sampling, and alpha blending techniques. It reveals how high-quality cloud rendering is achieved with such concise code. The author also explores interesting code optimizations, such as using macros to reduce length and employing a sine function to add randomness for a more organic look. The analysis highlights the power of efficient coding and clever algorithms in achieving impressive visual results.

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Development

Watts Over mAh: Why the Most Important Gadget Spec Is Hiding in Plain Sight

2025-04-02
Watts Over mAh: Why the Most Important Gadget Spec Is Hiding in Plain Sight

This article criticizes the misleading use of milliampere-hours (mAh) and GHz to measure battery and processor performance in consumer electronics. The author argues that watts (W) are a far superior metric, directly reflecting a device's actual power and energy consumption. Using the Steam Deck as an example, the author demonstrates with simple math how watts allow for more accurate battery life predictions. The article also exposes manufacturers' deliberate obfuscation of wattage data and the historical origins of the 'horsepower' unit, highlighting its misleading marketing tactics. The author calls for greater transparency from manufacturers in using the accurate watt unit, empowering consumers to better understand device performance.

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Tech

Massive PowerSchool Data Breach Exposes 60 Million Students' and Teachers' Info

2025-01-10
Massive PowerSchool Data Breach Exposes 60 Million Students' and Teachers' Info

Education software giant PowerSchool suffered a major data breach, with personal information of over 60 million K-12 students and teachers stolen. The breach, which involved 23 database tables containing sensitive data like Social Security Numbers and medical information, was reportedly carried out using a compromised credential. PowerSchool stated it wasn't ransomware or a software vulnerability, but a network penetration. While PowerSchool has implemented security measures, including password resets and access control tightening, and offered credit monitoring, cybersecurity firm Cyble suggests the breach may have started as early as 2011. The incident highlights the vulnerability of educational institutions' data and the importance of timely reporting and response.

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Tech education

Rendering Chrome in a Terminal: The Carbonyl Browser Project

2025-09-05

The Carbonyl project attempts to render web pages within a terminal. The author cleverly uses terminal characters and escape sequences, combined with Rust and C++, to achieve basic web rendering. The article details how to simulate pixels using Unicode characters, handle text drawing, mouse input, and inter-process communication with Chrome, while tackling rendering efficiency and layout issues. While still early-stage, Carbonyl demonstrates the feasibility of rendering web pages in a terminal environment, offering developers a novel area of exploration.

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Development terminal rendering

Zig for GPU Programming: A Modern Approach

2025-04-18

GPU programming used to be synonymous with wrestling C++ compilers, bloated SDKs, and vendor-specific toolchains. That's changing. Now you can write GPU code in modern languages like Rust and Zig with fewer layers of abstraction. This post explores the current state of Zig's GPU backends and how they perform across Vulkan, OpenCL, and native ISAs. Zig supports SPIR-V, PTX, and AMDGCN, allowing the generation of native binaries loadable at runtime, eliminating the need for CUDA, HIP, or HLSL. While Vulkan and OpenCL are the major SPIR-V environments, differences between them impact Zig's SPIR-V backend's behavior test pass rates. Future plans include maturing the SPIR-V backend, providing CUDA/HIP runtime bindings, and adding more GPU algorithms to the standard library.

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Development

Einstein's 1940 World's Fair Speech: A Celebration of a Diverse America

2025-09-20
Einstein's 1940 World's Fair Speech: A Celebration of a Diverse America

This article recounts a little-known speech given by Albert Einstein at the 1940 New York World's Fair. The speech praised the contributions of immigrants and African Americans, advocating for the acknowledgment of America's diversity and inclusivity. The context is set against the backdrop of pre-WWII anti-immigrant sentiment and Nazi influence in the US; Einstein's speech served as a powerful counterpoint, emphasizing the importance of multiculturalism to American society and refuting the fallacies of immigration restriction. This contrasts sharply with the nativist movements of the 1850s and the pro-Nazi elements before WWII.

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acmsg: AI-Powered Git Commit Message Generator

2025-05-14
acmsg: AI-Powered Git Commit Message Generator

acmsg is a Python-based CLI tool that leverages the OpenRouter API and AI models to automatically generate Git commit messages. It analyzes staged changes in your Git repository, generates contextual commit messages, supports multiple AI models, and allows editing the generated message. Installation is easy via flake or a standalone profile; first run prompts for OpenRouter API token configuration.

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Development

Chromium Build System Migrating to Siso

2025-06-21

The Chrome Build Infra Team announces that Chromium's build system is switching from Ninja to Siso, a drop-in replacement for Ninja that natively supports remote execution. External developers simply need to continue using autoninja; it will automatically use Siso after running `gn clean` next time. If issues arise, revert to Ninja by setting `use_siso=false` in your `args.gn`. Ninja support ends in late September, along with the removal of Reclient.

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Development
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