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Nextflow: System for creating scalable, portable, reproducible workflows

"Dataflow variables are spectacularly expressive in concurrent programming" Henri E. Bal , Jennifer G. Steiner , Andrew S. Tanenbaum Nextflow is a workflow system for creating scalable, portable, and reproducible workflows. It is based on the dataflow programming model, which greatly simplifies the writing of parallel and distributed pipelines, allowing you to focus on the flow of data and computation. Nextflow can deploy workflows on a variety of execution platforms, including your local mach

Algorithms for making interesting organic simulations

Algorithms for making interesting organic simulations The purpose of this article is to explain techiques that enabled me to make simulations like the one below, along with a lot of other organic looking things. We will focus on algorithmic techniques for artistic purpose rather than scientific meaning. 1. Physarum algorithm from Jeff Jones (2010) Jeff Jones presented a simulation algorithm that reproduces the behavior of organisms such as Physarum polycephalum. It is explained in this paper.

Show HN: Reviving a 20 year old OS X App

In my recent foray into learning Dutch for my relocation to the Netherlands – I'm sure there'll be much to blog about – I fell victim to the siren song of the Green Owl again. It's too tempting - you get showered with instant feedback, encouragement in-app rewards, social stuff etc. To be fair it is fun, and you really feel that you're doing something useful. …except. I last used it in earnest it to 'learn' German before a trip to Berlin. I racked up a 150+ day streak or something nuts like t

Topics: genius id just like ve

Hijacking Trust? Bitvise Under Fire for Controlling Domain of FOSS Project PuTTY

Hijacking Trust? Bitvise Under Fire for Controlling Domain of Open-Source Project PuTTY PupRed bigtech bitvise domainsnatcher putty ssh In the open-source world, trust, transparency, and community stewardship form the foundation of public credibility. But a recent case involving the domain name putty.org calls these values into question. The domain, long associated by users with PuTTY, the widely-used open-source SSH and Telnet client, is not controlled by the PuTTY project itself — but by a

Tilck: A Tiny Linux-Compatible Kernel

What \ Arch i386 riscv64 x86_64 (build) Tests Toolchain debian N/A Toolchain fedora N/A Toolchain archlinux N/A Toolchain openSUSE N/A Contents Overview What is Tilck? Tilck is an educational monolithic kernel designed to be Linux-compatible at binary level. It runs on i686 and RISCV64 at the moment. Project's small-scale and simple design makes it the perfect playground for playing in kernel mode while retaining the ability to compare how the very same usermode bits run on the Linux kernel

Shipping WebGPU on Windows in Firefox 141

After years in development, we will be releasing WebGPU on Windows in Firefox 141! WebGPU gives web content a modern interface to the user’s graphics processor, enabling high-performance computation and rendering. We’re excited about WebGPU because we believe it will raise the ceiling for games, visualization, and local computation on the web. You can find a tutorial on WebGPU at webgpufundamentals.org, try out the WebGPU Samples, and read documentation for the API at MDN. WebGPU is defined in

Today's NYT Mini Crossword Answers for Wednesday, July 16

Looking for the most recent Mini Crossword answer? Click here for today's Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles. Today's Mini Crossword was pretty loopy, and it took me longer than usual. I was clueless about the Harry Potter clue for 1-Down. Need some help with today's Mini Crossword? Read on. And if you could use some hints and guidance for daily solving, check out our Mini Cross

'The Summer I Turned Pretty' Is Back: How to Watch Belly, Conrad and Jeremiah's Final Season

It's not summer without you. Jenny Han's The Summer I Turned Pretty is back this week for its third and final season. Fans have been eagerly awaiting the final installment for more than a year now, and from what we've seen in the official season trailer, this is bound to be another drama-filled summer -- there might even be a wedding? The show is based off the book trilogy of the same name by Jenny Han, who has been executive producing the TV series. Isabelle "Belly" Conklin (Lola Tung) kicks o

Google study shows LLMs abandon correct answers under pressure, threatening multi-turn AI systems

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now A new study by researchers at Google DeepMind and University College London reveals how large language models (LLMs) form, maintain and lose confidence in their answers. The findings reveal striking similarities between the cognitive biases of LLMs and humans, while also highlighting stark differences. The research reveals that LLMs can be

Hot deal: Apple MacBook Air M2 drops to a mere $699!

Oliver Cragg / Android Authority Just when we thought the Apple MacBook Air M2 had exited the market, a new deal shows up offering the popular laptop at an amazingly low price. Originally launched at $999, you can currently get it for just $699. And it’s actually still an amazing laptop! Keep reading to learn more about it. Buy the Apple MacBook Air M2 for just $699 ($300 off) This offer is available from Best Buy. While the discount applies to all color versions, not all are in stock. In my a

Take the Google 45W Power Charger home for just $24.99

Ryan Haines / Android Authority The Google 45W USB-C Power Charger is rarely on sale, but today it is at an all-time low price on Amazon. The $5 discount takes it down to $24.99. If you’ve been thinking of getting one, this is a nice chance to score an actual deal on it. Buy the Google 45W USB-C Power Charger for $24.99 ($5 off) This offer is available from Amazon. It is a “limited time deal” and a record-low price on a charger that is almost never on sale. You might want to get it while you c

Apple’s machine learning framework is getting support for NVIDIA’s CUDA platform

Apple’s MLX machine learning framework, originally designed for Apple Silicon, is getting a CUDA backend, which is a pretty big deal. Here’s why. The work is being led by developer @zcbenz on GitHub (via AppleInsider), who started prototyping CUDA support a few months ago. Since then, he split the project into smaller pieces, and gradually merged them into Apple’s MLX’s main branch. The backend is still a work in progress, but several core operations, like matrix multiplication, softmax, reduc

I found a better way to transfer files between Android and Linux - and it's free

nailzchap/Getty Images I often need to send a file from my Pop!_OS Linux desktop to my Android device. Over the years, I've found a variety of solutions, but this latest option -- called Packet -- makes transferring files between Linux and Android a breeze. Packet works with Quick Share. The only requirement is that both desktop and mobile devices be on the same wireless network. Also: Two new Android 16 security features protect you better - how to switch them on now Let me show you how to

Installing a home battery or solar before tax credits end? Use this to assess your home first

Frederick Doerschem/Getty Images As homeowners, few things get us lathered up quite like comparing our homes to the homes of our friends, family, and neighbors. Whether it's a point of pride or frustration, we have a hard-wired need to share and overshare our home-related wins and losses. Also: Stop waiting for an emergency to upgrade your home's tech - there's a better way There are certain areas of the home, however, that have elevated potential to bring value to our lives beyond bragging

Mostly dead influential programming languages (2020)

The other day I read 20 most significant programming languages in history, a “preposterous table I just made up.” He certainly got preposterous right: he lists Go as “most significant” but not ALGOL, Smalltalk, or ML. He also leaves off Pascal because it’s “mostly dead”. Preposterous! That defeats the whole point of what “significant in history” means. So let’s talk about some “mostly dead” languages and why they matter so much. Disclaimer: Yeah not all of these are dead and not all of these a

Six Years of Gemini

2025-06-20 - Six years of Gemini! Today is the sixth anniversary of the public announcement of Project Gemini! It's been a quiet year at geminiprotocol.net thus far. I've let two "Apollo days" slip by without a word. I'm about as disappointed in myself for this as I expect many folks are unsurprised by it. I do still have plans and clear ideas for finalising the minor oustanding spec issues. I'd tell people to look forward to something by Apollo 15 day (2025-11-03), but at this point, who'd be

How bad are childhood literacy rates?

is a senior correspondent on the Culture team for Vox, where since 2016 she has covered books, publishing, gender, celebrity analysis, and theater. Every month or so, for the past few years, a new dire story has warned of how American children, from elementary school to college age, can no longer read. And every time I read one of these stories, I find myself conflicted. On the one hand, I am aware that every generation complains that the kids who come next are doing everything wrong and have

Congress moves to reject bulk of White House's proposed NASA cuts

A budget-writing panel in the House of Representatives passed a $24.8 billion NASA budget bill Tuesday, joining a similar subcommittee in the Senate in maintaining the space agency's funding after the White House proposed a nearly 25 percent cut. The budget bills making their way through the House and Senate don't specify funding levels for individual programs, but the topline numbers—$24.8 billion in the House version and $24.9 billion the Senate bill—represent welcome news for scientists, ind

Running a million-board chess MMO in a single process

Running a million-board chess MMO in a single process How One Million Chessboards works Jun 24, 2025 One Million Chessboards is a 1000x1000 grid of chess boards. Moving a piece moves it for everyone, instantly. There are no turns, and pieces can move between boards. Loading... making some moves In the 10 days after launch, over 150,000 players made over 15,000,000 moves and hundreds of millions of queries. The game runs out of a single process that I didn’t touch over those 10 days 1. 1 Once

GPUHammer: Rowhammer attacks on GPU memories are practical

GPUHammer: Rowhammer Attacks on GPU Memories are Practical # Chris (Shaopeng) Lin†, Joyce Qu†, Gururaj Saileshwar, from University of Toronto Published at USENIX Security 2025 (link to paper). Artifact available on GitHub and Zenodo. † equal contribution GPUHammer is the first attack to show Rowhammer bit flips on GPU memories, specifically on a GDDR6 memory in an NVIDIA A6000 GPU. Our attacks induce bit flips across all tested DRAM banks, despite in-DRAM defenses like TRR, using user-level C

Topics: bit dram flips gpu memory

Before iOS 26, Apple Will Release at Least One More iOS 18 Update Soon

Before Apple releases iOS 26 this fall, the company will likely release iOS 18.6 in the next few weeks. The company released the third public beta of the software on July 15, but it didn't change much on the iPhones of developers and beta testers. While iOS 26 will bring a major redesign to iPhones, the latest beta is filled with bug and security fixes, so developers and beta testers shouldn't expect new features. Apple/Screenshot by CNET Since this is a beta, I recommend downloading it on som

Topics: 18 apple beta ios release

Last Call for the $7,500 EV Tax Credit: It Expires in September

Car dealers are always advertising that now is the best time to buy, but if you're in the market for an electric vehicle, now might actually be the best time to buy. The reason: Congress voted to pull the plug early on a massive tax incentive that could save buyers up to $7,500 on new EVs. Instead of expiring in 2032, the tax break now ends Sept. 30 of this year. An EV you buy in October or later won't qualify. The move by congressional Republicans and signed by President Donald Trump was desi

Topics: buy credit ev evs tax

Medieval preacher invoked chivalric hero as a meme in sermon

Medieval poet Geoffrey Chaucer twice made references to an early work featuring a Germanic mythological character named Wade. Only three lines survive, discovered buried in a sermon by a late 19th century scholar. There has been much debate over how to translate those fragments ever since, and whether the long-lost work was a monster-filled epic or a chivalric romance. Two Cambridge University scholars now say those lines have been "radically misunderstood" for 130 years, supplying their own tra

Another High-Profile OpenAI Researcher Departs for Meta

OpenAI researcher Jason Wei is joining Meta’s new superintelligence lab, according to multiple sources familiar with the matter. Wei worked on OpenAI’s o3 and deep research models, according to his personal website. He joined OpenAI in 2023 after a stint at Google, where he worked on chain-of-thought research, which involves training an AI model to process complex queries step-by-step. At OpenAI, Wei became a self-described “diehard” for reinforcement learning, a method of training or refining

Topics: ai chung meta openai wei

Elon Musk Said Grok 4 Was the "Smartest AI in the World," But Its Leaderboard Scores Just Came Out and They Tell a Different Story

Elon Musk has been boasting about what he says are the incredible capabilities of xAI's new Grok 4 AI chatbot. "Grok 4 is smarter than almost all graduate students in all disciplines, simultaneously," Musk bragged, adding that Grok 4 was "the smartest AI in the world." Is it really? Intelligence was a hard thing to measure even before back before AI hit the scene, but certain tests can provide something of a clue. One prominent platform for doing so is the UC Berkeley-developed LMArena leader

Topics: ai arena grok models musk

Mira Murati says her startup Thinking Machines will release new product in ‘months’ with ‘significant open source component’

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Mira Murati, founder of AI startup Thinking Machines and former chief technology officer of OpenAI, today announced a new round of $2 billion in venture funding, and stated that her company’s first product will launch in the coming months and will include a “significant open source component…useful for researchers and startups developing cu

Mistral’s Voxtral goes beyond transcription with summarization, speech-triggered functions

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Mistral released an open-sourced voice model today that could rival paid voice AI, such as those from ElevenLabs and Hume AI, which the company said bridges the gap between proprietary speech recognition models and the more open, yet error-prone versions. Voxtral, which Mistral will release under an Apache 2.0 license, is available in a 24

Deal: Anker SOLIX F3800 Plus Power Station price lower than ever!

Edgar Cervantes / Android Authority Are you looking for a complete backup power solution? The Anker SOLIX F3800 Plus Portable Power Station is one of the biggest and most powerful options available. It’s also among the most expensive, though! I’d rather wait and catch a good deal like today’s. It’s at a record-low price! Buy the Anker SOLIX F3800 Plus Portable Power Station for $2,799.99 ($1,999.01 off) This offer is available through Amazon, but the item is sold and shipped directly from Anke

Video Games Weekly: Who put all these videos in my games?

Welcome to Video Games Weekly on Engadget. Expect a new story every Monday or Tuesday, broken into two parts. The first is a space for short essays and ramblings about video game trends and related topics from me, Jess Conditt, a reporter who's covered the industry for more than 13 years. The second contains the video game stories from the past week that you need to know about, including some headlines from outside of Engadget. Please enjoy — and I'll see you next week. If I end up reading one

New Apple public betas are coming for iOS 26, iPadOS 26, WatchOS 26, and more: Here's what to expect

Sabrina Ortiz/ZDNET Apple held its Worldwide Developers Conference (WWDC) a month ago, during which it previewed the latest operating system upgrades across all of its devices, including iOS, iPadOS, MacOS, TVOS, WatchOS, and more. These updates give Apple users, regardless of whether they have the latest hardware, the opportunity to have a device refresh -- and this year, perhaps more than ever. Also: Your iPhone is getting a major upgrade - 10 best features I can't wait to try in iOS 26 Dur