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Maine Wins Restraining Order Against Trump Admin Over Withheld USDA Funds

2025-04-13

Maine Wins Restraining Order Against Trump Admin Over Withheld USDA Funds

A federal judge ordered the Trump administration to unfreeze federal funds withheld from Maine after President Trump clashed with Gov. Janet Mills over transgender athletes in girls' sports. The USDA, among other agencies, threatened to cut funding following Trump's executive order banning transgender athletes. Mills refused to apologize, leading to a legal battle. Maine argued the USDA didn't follow proper procedures before cutting funds, which were used for school programs, including feeding schoolchildren. The court sided with Maine, highlighting the ongoing conflict between federal and state authority on this issue.

(www.npr.org)

Politics Maine Transgender Rights

The Trillion-Dollar Gamble: Generative AI's Costly Uncertainty

2025-06-09

The Trillion-Dollar Gamble: Generative AI's Costly Uncertainty

This article challenges the viability of generative AI's business model, starting with its astronomical costs. Hundreds of billions in venture capital and massive capital expenditures by tech giants raise concerns about future returns. The author analyzes generative AI's application in coding, education, and professional communication, highlighting both potential benefits and significant drawbacks. While acknowledging some productivity gains in coding, the author finds AI detrimental to education and expresses skepticism about its role in professional communication. The overall outlook is pessimistic, further emphasizing the significant carbon footprint of generative AI.

(www.tbray.org)

Tech Cost

Gemini API Gets a Batch Mode for High-Throughput Workloads

2025-07-11

Gemini API Gets a Batch Mode for High-Throughput Workloads

Google's Gemini API now offers a batch mode, an asynchronous endpoint ideal for high-throughput tasks where latency isn't critical. Submit large jobs, let the system handle processing, and retrieve results within 24 hours at a 50% discount compared to synchronous APIs. Perfect for pre-prepared data needing no immediate response, it offers cost savings, increased throughput, and simplified API calls. Reforged Labs uses it to process massive video ads, significantly improving efficiency and lowering costs. Get started easily with the Google GenAI Python SDK.

(developers.googleblog.com)

Development Asynchronous Processing

Edo Period Police: Brutality in the Name of Peace

2025-04-23

Edo Period Police: Brutality in the Name of Peace

After Tokugawa Ieyasu unified Japan in the early 17th century, Edo (modern-day Tokyo) became the new capital, ending centuries of civil war. However, crime persisted. The government established a police force composed mainly of samurai, overseen by magistrates and employing various ranks of officers, including the doshin (constables) and yoriki (higher-ranking samurai). While the yoriki enjoyed higher status and better pay, the doshin handled the brunt of daily policing, sometimes resorting to brutal methods like eye-crushing irritants and torture to extract confessions. This system, while effective in maintaining order in a city of over a million, highlights the harsh realities and contradictions of Edo-era justice.

(www.tokyoweekender.com)

History Edo Period Police Torture

VS Code Extension for Claude Code: AI-Powered Coding Assistant

2025-06-23

VS Code Extension for Claude Code: AI-Powered Coding Assistant

Anthropic's Claude Code now boasts a VS Code extension, seamlessly integrating its powerful AI coding assistance directly into your IDE. The extension features auto-installation, context awareness for selected text, code diff viewing within VS Code's diff viewer, and convenient keyboard shortcuts (Alt+Cmd+K). It's also tab-aware, recognizing your open files, and allows for configuration customization. While still in early release and potentially containing bugs, it showcases the promising future of AI-assisted coding.

(marketplace.visualstudio.com)

Development

The Chip Talent Crisis: 6 Reasons Why the Industry is Struggling

2025-04-23

The Chip Talent Crisis: 6 Reasons Why the Industry is Struggling

The global semiconductor industry faces a severe talent shortage, with Deloitte predicting a shortfall of 1 million skilled workers by 2030. This article explores six key reasons: a theory-first education neglecting practical application; a misconception that software pays more; graduate degree requirements creating bottlenecks; premature specialization limiting career paths; a lack of documentation hindering knowledge transfer; and a relatively traditional, high-pressure chip industry culture. The author proposes a practical-first approach to education, the creation of a chip learning community, and improvements to industry culture to attract more talent.

(www.viksnewsletter.com)

Tech chip talent talent shortage

Exercise: The Most Potent Medical Intervention Ever Known?

2025-01-02

Exercise: The Most Potent Medical Intervention Ever Known?

A massive, multidisciplinary study reveals the profound impact of exercise on the human body. The research demonstrates that exercise goes beyond cardiovascular benefits, affecting multiple systems including the digestive system, mood, and mental health. Experiments on rats showed exercise altered the molecular makeup of nearly every tissue, even mirroring and reversing changes associated with disease. The study also found notable gender differences in response to exercise, highlighting the need for future research to include both sexes. Experts advise that any movement is better than none, with even short bouts of daily exercise offering significant benefits.

(www.pbs.org)

Health exercise medical intervention

arXivLabs: Experimental Projects with Community Collaborators

2025-04-21

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on our website. Individuals and organizations working with arXivLabs embrace our 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 for a project that will benefit arXiv's community? Learn more about arXivLabs.

(arxiv.org)

Development

OpenTelemetry Protocol and Apache Arrow: Phase 2 in Rust

2025-05-13

Phase 2 of the OpenTelemetry Protocol with Apache Arrow project (OTel-Arrow) is underway, focusing on building high-performance telemetry pipelines using Rust. This phase investigates a zero-copy, columnar approach from SDK to pipeline, aiming for significant efficiency gains for large telemetry streams. Integration with the existing OpenTelemetry Collector's Go ecosystem is a key goal, along with enhanced interoperability with data lake technologies like Apache DataFusion.

(opentelemetry.io)

Development

The Dark Side of AI: Your Phone Might Be Part of a DDoS Attack

2025-04-19

The Dark Side of AI: Your Phone Might Be Part of a DDoS Attack

Companies are paying app developers to include 'network sharing' SDKs in their apps, creating massive botnets. These botnets leverage unsuspecting users' bandwidth for web scraping, brute-forcing mail servers, and other malicious activities, leading to DDoS attacks on smaller servers. This model, using user devices for web scraping, has become a dark side of AI data collection, and tech giants like Apple, Microsoft, and Google should act.

(jan.wildeboer.net)

Tech Botnets

DeepSeek's Open-Source Inference Engine Strategy: Modular Contributions, Not a Direct Release

2025-04-14

DeepSeek's Open-Source Inference Engine Strategy: Modular Contributions, Not a Direct Release

Due to resource constraints, the DeepSeek team has opted against directly open-sourcing its internal inference engine, instead choosing to collaborate with existing open-source projects. They will extract reusable components from the engine and contribute them as independent libraries, while also sharing optimization strategies. This approach aims to sustainably give back to the open-source community, promote AGI development, and ensure its benefits serve all of humanity. Future efforts will prioritize synchronizing inference engineering with the open-source community and hardware partners to enable Day-0 SOTA support for new model releases.

(github.com)

AI inference engine

ClickHouse's Lazy Materialization: A 1500x Speed Boost

2025-04-22

ClickHouse's Lazy Materialization: A 1500x Speed Boost

ClickHouse achieves a 1500x speed improvement using a new optimization called "lazy materialization." This technique delays reading column data until it's actually needed, dramatically reducing unnecessary I/O. The article uses the Amazon customer reviews dataset to illustrate how lazy materialization, combined with other I/O optimizations like columnar storage, sparse primary indexes, and PREWHERE, reduces a query's execution time from 219 seconds to 139 milliseconds. Lazy materialization is particularly effective for Top N queries, providing significant performance gains without altering the SQL.

(clickhouse.com)

Tech Database Optimization Lazy Materialization

W3C Exploration IG: Bridging the Gaps in Web Identity

2025-04-22

W3C Exploration IG: Bridging the Gaps in Web Identity

In the rapidly evolving web landscape, identity, authentication, and trust mechanisms face numerous challenges. The W3C Exploration Interest Group (IG) aims to connect the real world with the standards world, exploring technical gaps, emerging wallet models, cross-trust framework use cases, and regulatory signals in web identity. It's not about defining specs, but identifying problems and fostering discussion to inform future standards. All are welcome to contribute ideas and help build a more secure and reliable web.

(www.w3.org)

Development Web Identity

The Raccoon That Sold PCs: The Untold Story of PC Connection's Iconic Marketing

2025-04-22

The Raccoon That Sold PCs: The Untold Story of PC Connection's Iconic Marketing

This article recounts the remarkable story of PC Connection, a mail-order computer giant of the 1980s and 90s, and how its unique raccoon-themed ads propelled it to success. Artist Erick Ingraham's charming illustrations, paired with David Blistein's witty copywriting, humanized the small-town New Hampshire company, creating memorable mascot branding. The article details the creation of these ads, the stories behind them, and PC Connection's journey from a small startup to a publicly traded company, ultimately disrupted by the internet. It explores how their quirky marketing strategy, while hugely successful then, is unlikely to work in today's online commerce landscape.

(technologizer.com)

Startup

Web-Based Macintosh 1-bit Filter: Pixel-Level Black and White Magic

2025-06-07

This web application recreates the classic Macintosh 1-bit filter, similar to that originally used by Hyperdither and HyperScan. It compares each pixel to 50% grey, then changes them to either black or white. The difference between the input and the output is then distributed to the neighboring pixels: 1/8th to each of the eight surrounding pixels. The rendered image can be right-click saved. This code uses Canvas, Drag and Drop events, Web Workers, and the FileReader API, requiring a modern browser to function.

(gazs.github.io)

Development filter web technologies

The Rise of Drug-Resistant Fungi: A Race Against Time

2025-04-19

The Rise of Drug-Resistant Fungi: A Race Against Time

Drug-resistant fungi, such as the highly lethal Candida auris, pose a growing threat to global public health. Around 3.8 million people die each year from fungal infections, a number that has nearly doubled in the past decade. The article highlights the challenges in developing antifungal drugs due to the similarity between fungal and human cells, and the potential for increased resistance due to widespread fungicide use in agriculture. Currently, only three antifungal drugs are in late-stage clinical trials. The article calls for increased basic research, improved diagnostic tools, the establishment of clinical trial networks, and policy interventions, such as restricting the use of agricultural fungicides, to address this challenge and prevent more fungi from evolving into dangerous pathogens.

(www.nature.com)

Tech drug-resistant fungi antifungal drugs

Parahelp: Building AI Coworkers That Replace Human Support Agents

2025-03-15

Parahelp: Building AI Coworkers That Replace Human Support Agents

Parahelp is building an AI-powered support agent for software companies. Their agent uses existing infrastructure (Slack, Stripe, etc.) to resolve support tickets end-to-end, aiming to fully replace human support agents. They believe context, not intelligence, will be the bottleneck for future AI coworkers. Launched in August 2024, Parahelp is backed by Y Combinator and prominent investors, and already works with leading companies like Perplexity and Framer.

(www.ycombinator.com)

AI

Stellar Sleep Seeking Founding Product Engineer

2025-03-15

Stellar Sleep Seeking Founding Product Engineer

Stellar Sleep, a startup on a mission to improve sleep for millions with chronic insomnia, is hiring a founding product engineer. Launched in 2022, the company boasts strong clinical data, backing from top investors like Initialized Capital and Y Combinator, and proven success in helping tens of thousands sleep better. The ideal candidate will have 3-6 years of software engineering experience, proficiency in TypeScript and Python, familiarity with Django Rest Framework or NextJS, and a willingness to work from the San Francisco office. A healthcare background isn't required; a passion for learning and excellence is key.

(www.ycombinator.com)

Startup Product Engineer

Somo: A Human-Friendly Netstat Alternative for Linux

2025-06-09

Somo: A Human-Friendly Netstat Alternative for Linux

Tired of the complexities of netstat? Somo is a more user-friendly socket and port monitoring tool for Linux. It displays information in a clean table view, supports various filter options (protocol, port, IP address, program name, etc.), and offers interactive process killing. Installation is easy, supporting .deb packages for Debian and Cargo installation. Using sudo allows viewing all processes and ports. In short: Somo makes Linux port monitoring simpler, more efficient, and user-friendly.

(github.com)

Development

The Stack Unwinding Conundrum in Perf

2025-01-31

The Stack Unwinding Conundrum in Perf

Perf, a powerful performance analysis tool, uses PMU counter overflow interrupts to capture thread states for profiling. However, stack unwinding presents a challenge. Modern compilers omit frame pointers by default, making stack backtracing difficult. While recompiling with -fno-omit-frame-pointer is possible, it's expensive and can lead to system library incompatibilities. DWARF offers an alternative, but its complexity and performance overhead are substantial, leading Linus Torvalds to reject its use in kernel stack unwinding. Perf thus employs a compromise: copying only the top portion of the stack to userspace for unwinding. This limits stack size (65,528 bytes) but effectively balances performance and practicality.

(medium.com)

Development performance analysis stack unwinding

Exploring a New Protocol for Online Interaction: Spring83

2025-04-23

Exploring a New Protocol for Online Interaction: Spring83

This document introduces Spring83, an experimental protocol designed to explore novel ways of interacting online. It's not intended for users, but rather as an invitation for co-investigators to explore and develop it. Several implementations in various programming languages already exist, and the author encourages further contributions to this open project.

(github.com)

Development online interaction experimental protocol open source project

Immortal Poem: Art That Outlives Us All

2025-05-13

After nearly 25 years, poet Christian Bök has achieved the seemingly impossible: a self-replicating poem encoded into the genome of an almost immortal bacterium. The Xenotext experiment is the world's first biologically self-replicating poem, a testament to artistic ambition and a groundbreaking fusion of art and science. Its lifespan could potentially outlast humanity itself.

(www.rifters.com)

Art bio art

Open Source Project Arnis: Replicating Real-World Locations in Minecraft

2024-12-31

Open Source Project Arnis: Replicating Real-World Locations in Minecraft

Arnis is an open-source project written in Rust that generates any chosen location from the real world in Minecraft Java Edition with a high level of detail. Leveraging geospatial data from OpenStreetMap and the power of Rust, Arnis efficiently creates complex and accurate Minecraft worlds reflecting real-world geography and architecture. Users select an area, and Arnis processes the data to generate a Minecraft world centered at coordinates 0,0,0. Originally developed in Python, it was ported to Rust for enhanced performance.

(github.com)

Game Map Generation

AI-Designed Proteins Neutralize Snake Venom: A Game Changer in Antivenom Development

2025-04-19

AI-Designed Proteins Neutralize Snake Venom: A Game Changer in Antivenom Development

A groundbreaking study uses AI protein design to create antivenoms that effectively neutralize toxins from cobras and other snakes. Traditional antivenom production is expensive, slow, and prone to side effects. AI-designed proteins overcome these limitations, demonstrating superior toxin neutralization in both in vitro and in vivo experiments. This offers a promising solution to the significant public health threat of snakebites, showcasing AI's potential to revolutionize biomedicine and provide safer, more effective, and affordable antivenoms.

(plentyofroom.beehiiv.com)

AI Antivenom

Tmux: A Deep Dive into Terminal Multiplexing

2025-06-02

Tmux: A Deep Dive into Terminal Multiplexing

Tmux is a powerful terminal multiplexer that allows you to manage multiple terminal sessions, windows, and panes concurrently. Think of tmux as a terminal manager: a server manages multiple sessions; each session contains multiple windows; each window can be split into multiple panes, each running a separate program or shell. Multiple clients can connect to the same session simultaneously. A prefix key (usually Ctrl+b) lets you easily control and manage tmux's components for efficient terminal management.

(tmuxai.dev)

Development terminal multiplexing

Lazy Trees Land in Determinate Nix 3.5.2: A Massive Performance Boost for Nix

2025-05-26

Lazy Trees Land in Determinate Nix 3.5.2: A Massive Performance Boost for Nix

Determinate Nix 3.5.2 has landed, bringing with it the highly anticipated lazy trees feature. This significantly improves Nix's efficiency in large repositories, especially massive monorepos, by using a virtual filesystem to optimize file copying. Tests show evaluations in Nixpkgs can be 3x faster and use 20x less disk space. Users can opt-in by enabling `lazy-trees = true` in their custom Nix configuration. While currently opt-in, the team has submitted a pull request to merge this into upstream Nix. Future performance improvements are planned, including better evaluation caching, parallel evaluation for more Nix operations, and multi-threaded unpacking of flakes.

(determinate.systems)

Development Lazy Trees

C++20 Ranges Performance: A Surprise Twist

2025-04-19

The author replaced a raw loop with `std::ranges::transform` in a C++ project, expecting a performance boost. Tests revealed a surprising result: an optimized raw loop (using `emplace_back` and `reserve`) proved 20% faster on Clang and 10% faster on GCC. The article compares different approaches, highlighting performance and code readability. The conclusion: prioritize readability unless performance is a critical bottleneck.

(www.sandordargo.com)

Development

Website Display Error Due to Disabled JavaScript

2025-07-10

Website Display Error Due to Disabled JavaScript

When visiting a website, a message appeared: "JavaScript has been disabled in your browser." This resulted in an abnormal display, showing only basic elements like navigation, search, content, footer, and contact information. The website relies on JavaScript for rendering and functionality. Enabling JavaScript in browser settings is recommended for a complete website experience.

(plf.inf.ethz.ch)

Development

The AI Coding Revolution: At What Cost to Joy?

2025-04-23

The AI Coding Revolution: At What Cost to Joy?

This article explores the author's concern about the loss of joy in software development due to AI assistance. While acknowledging the productivity gains, the author laments the diminishing experience of flow state – that deep immersion and satisfaction once derived from crafting code. AI tools, while efficient, create a more passive, curatorial role, potentially leading to highly productive yet unfulfilled developers. The author suggests a need to redefine joy in an AI-augmented world, advocating for intentional preservation of manual coding to maintain happiness and creativity.

(terriblesoftware.org)

Development developer happiness flow state

Pahole: Evolution of a Swiss Army Knife for Linux Kernel Debug Info

2025-04-22

Pahole, a powerful tool for exploring and editing debug information, plays a crucial role in Linux kernel development. It currently handles the conversion of compiler-generated debug information into the BTF format usable by the BPF verifier. This article details recent advancements in Pahole, including a new co-maintainer, improved BTF handling, support for flexible arrays and bpf_fastcall, and enhanced Rust support. In the future, Pahole's role in DWARF-to-BTF conversion is expected to diminish as GCC's support for the -gbtf option matures, leading to faster kernel build times.

(lwn.net)

Development Debug Information

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