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Bloom Your Terminal: A CLI Flower Garden Game

2025-05-28

Bloom Your Terminal: A CLI Flower Garden Game

Transform your terminal into a vibrant garden with Flower Garden CLI! Grow five unique flower types, each blossoming into intricate mathematical patterns and fractals. Water your flowers, watch them grow, and enjoy the beautiful, colorful displays. With an easy-to-use menu and automatic saving, you can cultivate your digital garden at your own pace. Install via pip and start growing!

(github.com)

Game CLI game

Python-style kwargs in TypeScript: A Neat Trick for Improved Readability

2025-09-25

Python-style kwargs in TypeScript: A Neat Trick for Improved Readability

This article presents a clever technique to mimic Python's keyword arguments (kwargs) in TypeScript, addressing the readability and maintainability challenges posed by functions with numerous optional parameters. By using an object containing optional parameters as a function argument, developers can clearly specify which parameters to modify without a chain of `undefined` values. This improves code readability and debuggability while preserving TypeScript's type safety. While changes to parameter names might break compatibility, using this within internal functions significantly simplifies code.

(xavd.id)

Development kwargs

AI Outperforms PhD Virologists in Lab Tests: A Double-Edged Sword

2025-04-24

AI Outperforms PhD Virologists in Lab Tests: A Double-Edged Sword

A groundbreaking study reveals that AI models like ChatGPT and Claude now surpass PhD-level virologists in solving wet lab problems. Researchers devised a challenging practical test, and AI models like OpenAI's o3 and Google's Gemini significantly outperformed human experts. While this could revolutionize disease prevention, the potential for misuse in creating bioweapons is a major concern. Experts urge AI companies to implement robust safeguards to mitigate these risks before the technology falls into the wrong hands.

(time.com)

AI Risk

Trump White House Launches Controversial 'Lab Leak' Website

2025-04-19

Trump White House Launches Controversial 'Lab Leak' Website

The Trump White House has replaced the previous covid.gov and covidtests.gov websites with a new page titled "Lab Leak: The True Origins of COVID-19." This site promotes the theory that the COVID-19 pandemic originated from a lab leak in Wuhan, China, criticizing the Biden administration's response and its handling of Dr. Anthony Fauci. This move has sparked controversy within the scientific community, with some scientists claiming factual inaccuracies and misleading information, lacking scientific basis, and portraying it as political propaganda. Supporters, however, believe the site reveals the truth and applaud the administration's transparency.

(www.npr.org)

Tech COVID-19 origins lab leak political controversy

Microsoft's C/C++ Extension Breaks VS Code Forks, Sparks Antitrust Concerns

2025-04-24

Microsoft's C/C++ Extension Breaks VS Code Forks, Sparks Antitrust Concerns

Microsoft's recent update to its Visual Studio Code C/C++ extension has broken compatibility with derivative products like VS Codium and Cursor, prompting outrage from developers. The move is seen as anti-competitive, as Microsoft restricts its extension's use outside its own products while simultaneously promoting its own AI coding assistant, Copilot. Developers have filed complaints with the US Federal Trade Commission, alleging unfair competition through bundling Copilot, blocking rivals like Cursor, and locking users into its AI ecosystem. Cursor is reportedly transitioning to open-source alternatives.

(www.theregister.com)

Development

Faster Java Startup with AOT Cache Profile Improvements

2025-05-11

This improvement significantly reduces Java application warmup time by collecting method execution profiles during application training runs and storing them in the AOT cache. At startup in production, the JIT compiler can immediately use these profiles to generate native code, eliminating the wait for profile collection and resulting in faster startup and peak performance. This technique requires no code changes and is compatible with existing AOT cache creation commands. Experiments show a 19% reduction in warmup time for a simple example program.

(openjdk.org)

Development AOT cache

AI Training Data Bots Overwhelm Digital GLAM Collections

2025-06-17

AI Training Data Bots Overwhelm Digital GLAM Collections

In late 2024, reports emerged of online cultural heritage collections struggling under the weight of AI training data bots scraping their data. A GLAM-E Lab survey revealed this wasn't isolated; many institutions experienced similar issues, with bots overwhelming systems and causing outages. Traditional methods like robots.txt proved ineffective. Institutions are implementing various countermeasures, but long-term solutions remain elusive. The impact highlights the tension between open access and the unsustainable costs of providing data to AI training.

(www.glamelab.org)

Tech Bots GLAM

PostgreSQL Insert Optimization: From 2k to 92k Inserts/second

2025-05-16

The Hatchet team achieved a 31x speedup in PostgreSQL inserts, going from 2,000 to 92,000 inserts per second. Key optimizations included connection pooling, batched inserts, and the COPY command. They found that more connections aren't always better, requiring finding an optimal balance. Batched inserts dramatically increased throughput but also added latency, necessitating tuning batch size and flush intervals. The COPY command proved significantly more efficient when data return wasn't needed. The article hints at advanced optimization techniques like multi-table transactional inserts and using UNNEST, promising a deeper dive in a future post.

(docs.hatchet.run)

Development Batch Inserts

Why Computer Scientists Consult Oracles

2025-01-06

Why Computer Scientists Consult Oracles

Computational complexity theorists use hypothetical 'oracles'—devices that instantly answer specific questions—to explore the fundamental limits of computation. By studying how different oracles affect problem difficulty (e.g., the P vs. NP problem), researchers gain insights into inherent computational limitations and inspire new algorithms. For example, Shor's algorithm, a quantum algorithm for factoring large numbers crucial to modern cryptography, was inspired by oracle-based research. Oracles serve as a powerful tool, pushing the boundaries of theoretical understanding and driving innovation in fields like quantum computing.

(www.quantamagazine.org)

Development computational complexity quantum computing

AI Robot: Fairy Tale vs. Reality

2025-04-21

AI Robot: Fairy Tale vs. Reality

This article contrasts the fictional AI robot 'Robot' from Annalee Newitz's story with the real-world clumsy CIMON, exploring the limitations of current AI. Robot, capable of independent learning and exceeding its programming, showcases the potential of Artificial General Intelligence (AGI). In contrast, CIMON's limited Artificial Narrow Intelligence (ANI) reveals its rigid nature. The author points out that current AI technology largely remains in the ANI stage, vulnerable to algorithmic bias and unable to adapt to complex situations as Robot does. While machine learning has made strides in language processing and image recognition, achieving AGI remains a distant goal. The author urges caution against over-reliance on biased training data and emphasizes the importance of self-learning and feedback mechanisms in AI development. Strive for Robot, plan for CIMON.

(slate.com)

AI

Zev: Find Terminal Commands with Natural Language

2025-04-24

Zev: Find Terminal Commands with Natural Language

Zev is a tool built on top of the OpenAI API that lets you find or remember terminal commands using natural language. For example, you can type 'show all running python processes' to find the relevant command. Zev supports various operations including file operations, system information, network commands, and Git operations. You can also use Ollama as a local alternative to avoid relying on the OpenAI API. The project is open-source and contributions are welcome.

(github.com)

Development terminal commands natural language

Musk Shuts Down the Loan Office That Funded Tesla

2025-04-27

Musk Shuts Down the Loan Office That Funded Tesla

Elon Musk's Department of Government Efficiency is dismantling the Department of Energy's Loan Programs Office (LPO), which provided Tesla with a crucial $465 million loan in 2010. This move threatens the US clean energy and electric vehicle industries, jeopardizing numerous projects and increasing consumer costs. Companies like Kore Power and Freyr Battery have already canceled expansion plans due to loan freezes. Critics argue Musk is cutting the very program that helped him build his empire, undermining American competitiveness and displaying a profound lack of gratitude.

(www.jalopnik.com)

Tech Government Loan

Fusing Unreliable Sensor Readings: Beyond Linear Mixing

2025-04-16

Fusing Unreliable Sensor Readings: Beyond Linear Mixing

This article explores fusing measurements from two unreliable sensors for improved accuracy. Sensor A's readings contain noise, while Sensor B has a probability of outputting either the correct value or noise. The author first tries a linear weighted average, finding the optimal weight isn't 50/50, but around 0.58. Then, a threshold based on the difference between sensor readings is used; if the difference is below the threshold, Sensor B's reading is used, otherwise Sensor A's. This significantly improves accuracy. Finally, by adding a middle zone where a linear mix of both readings is used, further optimization is achieved, lowering the mean absolute error to 0.1163.

(jacobbrazeal.wordpress.com)

Development sensor fusion

The Command Line: A Handbook for Everyone

2025-05-29

The Command Line: A Handbook for Everyone

Conquer the command line without the struggle! This handbook provides a quick and easy way to master Unix/Linux commands, eliminating the need for lengthy manuals. Learn terminals, shells, command-line applications, and shell scripting together – not separately. Over 100 annotated shell sessions and code examples make learning fun and effective. Updated in 2025, it's the definitive guide, trusted by 5700+ readers. Join them and boost your skills today!

(commandline.stribny.name)

Development

Peru's Ancient Irrigation Systems: Lessons from the Past for a Climate-Resilient Future

2025-04-19

Peru's Ancient Irrigation Systems: Lessons from the Past for a Climate-Resilient Future

Peru's arid north coast, surprisingly, thrives as an agro-industrial heartland due to sophisticated irrigation systems. However, climate change and modern agricultural practices exacerbate water scarcity. This article explores ancient Moche and Chimu irrigation systems, which successfully managed droughts and floods for millennia. Their success stemmed from a blend of culture and technology, not just technology alone. Modern large-scale irrigation projects, while providing short-term prosperity, neglect ancient wisdom and face sustainability challenges. The article calls for integrating ancient cultural and technological insights into modern agriculture for more resilient solutions, emphasizing the need to respect and preserve indigenous knowledge and cultural heritage.

(theconversation.com)

Tech ancient irrigation

Context Collapse in Performance Reviews: Why Your Calibration Meetings Are Failing

2025-04-27

This article explores the phenomenon of 'context collapse' in performance reviews, where different managers interpret the same work differently, leading to unfair assessments and potential loss of talent. It analyzes various contributing factors, including domain-specific blind spots, technology bias, visibility bias, manager advocacy, anchoring bias, inconsistent rating scales, time constraints, and differing emphasis on growth vs. impact. Solutions are proposed, such as domain-specific calibrations, cross-functional pre-reviews, engineer co-authorship of performance narratives, standardized achievement formats, dedicated recognition tracks, continuous calibration, and decoupling feedback from evaluation. Ultimately, the article calls for rethinking the performance review system entirely, aiming for a fairer, more holistic process that accurately reflects engineers' contributions and prevents the loss of valuable talent.

(www.oldschoolburke.com)

Development talent management

Punk Rock's Epicenter Shifts to Tennessee

2025-06-03

Punk Rock's Epicenter Shifts to Tennessee

The world's largest punk rock archive, the iconic Maximum Rocknroll (MRR) collection, is moving from California to Middle Tennessee State University's Center for Popular Music. This eight-ton trove of punk history includes roughly 60,000 vinyl records, photos, zines, and documents spanning decades of global punk evolution. The move establishes MTSU as a leading center for punk research, with plans for public programming including listening parties and zine workshops to engage a wider audience and explore punk's cultural and social impact.

(mtsunews.com)

Misc punk rock

Good Karma Kit: Donate Unused Computing Power for Good

2025-04-18

The Good Karma Kit is a Docker Compose project that leverages spare CPU, disk, and bandwidth on servers to contribute computing power to over ten public-good projects. It includes networking projects like Tor and i2p, distributed computing projects such as BOINC and Folding@home, internet archiving projects like ArchiveBox and Kiwix, and distributed storage projects like IPFS and Storj. Users can choose which projects to participate in and adjust resource allocation. The project aims to put idle resources to work for beneficial causes, offering leaderboards to incentivize participation. Some projects are non-profit, while others offer cryptocurrency rewards.

(archivebox.github.io)

Development

Game-Changing Papers & Blog Posts on Programming Languages

2025-05-14

This blog post lists several papers and blog posts that profoundly impacted the author's understanding of programming languages and compilers. Topics covered include garbage collection, code optimization, register allocation, regular expression engines, machine learning, SSA form, and compiler design. The author highlights the insightful approaches presented, such as using Z3 as a proof engine, leveraging fuzzing for bug detection, and efficient expression parsing techniques. The collection showcases the author's deep dive into the intricacies of programming language design and implementation.

(bernsteinbear.com)

Development

Dia: A 1.6B Parameter Text-to-Speech Model from Nari Labs

2025-04-21

Dia: A 1.6B Parameter Text-to-Speech Model from Nari Labs

Nari Labs introduces Dia, a 1.6B parameter text-to-speech model capable of generating highly realistic dialogue directly from transcripts. Users can control emotion and tone by conditioning the output on audio, and the model even produces nonverbal cues like laughter and coughs. To accelerate research, pretrained model checkpoints and inference code are available on Hugging Face. A demo page compares Dia to ElevenLabs Studio and Sesame CSM-1B. While currently requiring around 10GB VRAM and GPU support (CPU support coming soon), Dia generates roughly 40 tokens/second on an A4000 GPU. A quantized version is planned for improved memory efficiency. The model is licensed under Apache License 2.0 and strictly prohibits misuse such as identity theft, generating deceptive content, or illegal activities.

(github.com)

AI

UK Cloud Services Market: Oligopoly Concerns

2025-01-28

UK Cloud Services Market: Oligopoly Concerns

The Competition and Markets Authority (CMA) has released provisional findings from its investigation into the UK cloud services market. AWS and Microsoft hold a dominant 30-40% market share each, dwarfing Google's presence. High capital investment and technical barriers create significant entry hurdles, hindering customer switching. Microsoft leverages its software strength to further limit competition. The CMA proposes using new digital market powers to consider designating AWS and Microsoft with strategic market status (SMS), potentially implementing interventions like regulating egress fees, lowering technical barriers, and addressing Microsoft's licensing practices. This aims to boost competition, leading to better prices, service quality, and choice for UK businesses.

(www.gov.uk)

Tech digital markets

Redis Vector Sets: Replicating Hacker News Account Style Detection

2025-04-16

Inspired by a three-year-old Hacker News post about detecting similar accounts using cosine similarity, Antirez, using the new vector set functionality in Redis 8 RC1, replicated the experiment. He downloaded 10GB of Hacker News comment data, cleaned and preprocessed it to generate a JSONL file containing users and their word frequency vectors. Then, using the Burrows-Delta method, he normalized the word frequency vectors and inserted them into Redis vector sets. Finally, using the VSIM command, similar users with similar writing styles can be quickly found. The project code has been open-sourced, and an online demo website is available.

(antirez.com)

Development Style Detection

Rust CUDA: Bringing High-Speed GPU Computing to Rust

2025-04-11

Rust CUDA: Bringing High-Speed GPU Computing to Rust

The Rust CUDA project aims to make Rust a top-tier language for extremely fast GPU computing using the CUDA Toolkit. It provides tools for compiling Rust to highly optimized PTX code and libraries for interfacing with existing CUDA libraries. Addressing past challenges in integrating Rust with CUDA, it offers a comprehensive suite of crates covering various aspects of the CUDA ecosystem, including GPU-side functions, CUDA driver API wrappers, and OptiX support for ray tracing. While still in early development, the project seeks to propel the Rust GPU computing industry forward.

(github.com)

Development

First Lone Black Hole Confirmed

2025-04-20

First Lone Black Hole Confirmed

Astronomers have confirmed the existence of a lone black hole—one without an orbiting star—for the first time. Initially detected in 2011, its gravity caused a background star's light to bend and shift as it passed. Years of observations from Hubble and Gaia spacecraft confirmed its mass is about seven times that of the sun, settling a previous debate about its nature. This discovery is significant for understanding black hole formation and distribution. Future missions aim to find more such lone black holes.

(www.sciencenews.org)

Tech

Fujitsu and RIKEN Achieve Quantum Leap: 256-Qubit Superconducting Quantum Computer

2025-04-22

Fujitsu and RIKEN Achieve Quantum Leap: 256-Qubit Superconducting Quantum Computer

Fujitsu and RIKEN have jointly developed a world-leading 256-qubit superconducting quantum computer, a significant leap from their previous 64-qubit system. This achievement, utilizing advanced high-density implementation techniques, quadruples computational power. The 256-qubit computer will be integrated into their hybrid quantum computing platform and offered globally to companies and research institutions starting in Q1 of fiscal year 2025. Future plans include a 1000-qubit computer by 2026.

(www.fujitsu.com)

Tech Superconducting Quantum Computer Fujitsu

Citizen Science Data Reliably Captures Bird Migration Patterns

2025-04-23

Citizen Science Data Reliably Captures Bird Migration Patterns

A new study shows that citizen science data from iNaturalist and eBird reliably captures known seasonal patterns of bird migration in Northern California and Nevada. Researchers combined data from both platforms, finding similar seasonal patterns for over 97% of bird species, even though the platforms differ in their target users and data collection methods. This study demonstrates the value of citizen science project data, showing that data from different observers and project structures can be integrated to address broad scientific questions.

(www.ucdavis.edu)

Tech bird migration

Access Top AI Models from OpenAI, Google, and More

2025-04-17

Access Top AI Models from OpenAI, Google, and More

A new platform offers one-stop access to cutting-edge AI models from leading companies like OpenAI, Google, Anthropic, DeepSeek, Mistral, and Meta. This includes models such as ChatGPT-4, Claude, Gemini, and Llama, allowing users to explore the unique capabilities of each. This signifies a major leap in accessibility to top-tier AI technology, opening up new possibilities for developers and researchers.

(zuni.app)

AI

DeepSeek v3: Significant Improvements to the Transformer Architecture

2025-01-28

DeepSeek v3: Significant Improvements to the Transformer Architecture

DeepSeek v3 achieves state-of-the-art benchmark performance with significantly less compute than comparable models. This is due to key architectural improvements: Multi-head Latent Attention (MLA) drastically reduces KV cache size without sacrificing model quality; improved Mixture-of-Experts (MoE) tackles routing collapse via auxiliary-loss-free load balancing and shared experts; and multi-token prediction boosts training efficiency and inference speed. These improvements demonstrate a deep understanding of the Transformer architecture and point the way forward for large language models.

(epoch.ai)

AI

PHP Security Audit Reveals and Patches Multiple Vulnerabilities

2025-04-14

PHP Security Audit Reveals and Patches Multiple Vulnerabilities

The PHP Foundation announces the completion of a comprehensive security audit of the PHP source code (php/php-src), commissioned by the Sovereign Tech Agency and conducted by Quarkslab. The two-month audit uncovered 27 issues, 17 of which had security implications, including four vulnerabilities assigned CVEs. These vulnerabilities have been addressed, and users are urged to upgrade to the latest PHP versions. The audit highlighted the overall high quality of the php/php-src project and underscores the PHP Foundation's commitment to enhancing PHP's security and reliability.

(thephp.foundation)

Development Vulnerability Patches

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.

(blog.archive.org)

Game film remix internet archive

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