Motif-Index of Folk-Literature (1958) [pdf]
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Loading WASM module... Width: Height: Wall Density: Learning Rate: Max Steps: Generate & Optimize This demo uses gradient descent to solve a discrete maze. Try playing with the hyperparameters to see how they affect the optimization process! No neural network involved: logits are directly optimized, from a random initialization, for each maze. This runs entirely on your local device, thanks to candle and Rust's support for WebAssembly. You can disconnect from the Internet after loading this
I've been experimenting with LLM programming agents over the past few months. Claude Code has become my favorite. It is not without issues, but it's allowed me to write ~12 programs/projects in relatively little time, and I feel I would not have been able to do all this in the same amount of time without it. Most of them, I wouldn't even have bothered to write without Claude Code, simply because they'd take too much of my time. (A list is included at the end of this post.) I'm still far from a
In the 90s, we flew in technicians to install Oracle databases in server basements. Today, Supabase spins up a backend, in seconds, for free. Over the past 30 years, software has gotten faster, cheaper and easier in almost every way. Some engineers might miss 24-month cycles of tranquil coding, but nobody wants to do code reviews over email or contort software to run on a 10 year-old server rack your eighth-biggest customer is still using. As an open source SaaS startup, we need to be able to
The cables crept into our lives gradually. First, we had a USB charger in our bedroom to charge my wife’s iPad or my Kindle. Then we added another near our dining table, pulling up a chair to use as a base when charging the kids’ iPad. Add in frequent visits by family and most of our available outlets have a charger coming out of it in one form or another. Aside from the fact that we now had cables all over the house, there was the annoyance of walking around the house to find a charger, only t
io9 is proud to present fiction from Lightspeed Magazine. Once a month, we feature a story from Lightspeed’s current issue. This month’s selection is “It Might Be He Returns” by Fatima Taqvi. Enjoy! It Might Be He Returns By Fatima Taqvi What you need to know about the boy in this story is he is always hungry and the sun is always too hot for him, and he would save the world if he could. This is what he tells himself as he sits opposite the tailor’s shop, looking at the clothes sway in the br
Crocs are an infamously ugly shoe style that was once named to Time's list of the 50 worst inventions. Clippy is an annoying animated paperclip from Microsoft that once made that same list. So maybe it's fate that the two much-mocked products are teaming up for a pair of limited-edition Crocs the wearer can deck out with a smiling Clippy accessory. According to The Verge, the Crocs are part of Microsoft's celebration of its 50th anniversary, and are right now only available for preorder by Micr
When I ask the new Truth Social AI chatbot about navigating bias in the media ecosystem, it gives what I view as pretty reasonable advice. “Diversify your sources,” it responds. “Rely on news outlets across the political spectrum, including those from both left-leaning and right-leaning perspectives.” This is advice that the AI itself may not be taking to heart. For instance, to come to the above answer it cites five sources, four of which are Fox News articles. The fifth, inexplicably, is a 4
The Trump administration's radical changes to United States fiscal policy, foreign relations, and global strategy—combined with mass firings across the federal government—have created uncertainty around US cybersecurity priorities that was on display this week at two of the country's most prominent digital security conferences in Las Vegas. “We are not retreating, we're advancing in a new direction,” Cybersecurity and Infrastructure Security Agency chief information officer Robert Costello said
Image by Steve Christo / Corbis via Getty / Futurism Rx/Medicines Scientists have found new evidence that Ozempic-like drugs can help reverse aging — yet another health benefit added to the laundry list of off-label usages for the popular diabetes jab. In a new, not-yet-peer-reviewed paper, research led by scientist Varun Dwaraka of the TruDiagnostic aging lab in Kentucky suggests that once-weekly shots of semaglutide, the GLP-1 drug in Ozempic and its weight loss sister drug Wegovy, can reduc
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 OpenAI co-founder and CEO Sam Altman is publicly acknowledging major hiccups in yesterday’s rollout of GPT-5, the company’s new, flagship large language model (LLM) — advertised as its most powerful and capable yet. Answering user questions in a Reddit AMA (Ask Me Anything) thread and in a post on X this afternoon, Altman admitted to a ran
Rita El Khoury / Android Authority I’ve always been a huge fan of the iPad Mini series. These are much more portable, but usually more capable than the larger standard iPad. That said, they are also more expensive than an iPad, so it’s always good to wait for the right deal. We have a good one for you, today. The Apple iPad Mini A17 Pro is at its record-low price of $379! Buy the Apple iPad Mini A17 Pro for just $379 ($120 off) This offer is available from Amazon. The discount applies to all c
This is Rumor Replay, a weekly column at 9to5Mac offering a quick rundown of the most recent Apple product rumors, with analysis and commentary. Today: Apple Watch Ultra 3’s screen bump, iPhone 17 event date, curious case leaks, an OLED MacBook Pro, and more. Here are this week’s Apple rumors. Apple Watch Ultra 3 getting larger screen After iOS 26 beta 5 was released earlier this week, Aaron Perris discovered that it includes an Apple Watch image with a resolution not matching any existing mod
It’s been nearly six months since Apple changed a crucial piece of technology inside the iPhone. This timeline is great news for the all-new iPhone 17 Air coming in just a few short weeks. C1 chip success That core piece of tech, of course, is the cellular modem inside the iPhone. Starting with the more affordable iPhone 16e in February, Apple began shipping its first iPhone that uses its homegrown chip for making calls and connecting to cell networks. That’s enough time to determine that Ap
LA is populated with marketing materials for all sorts of entertainment, but this giant painted Severance mural is one-of-a-kind. Apple shared photos of “The Exalted Victory of Cold Harbor” mural on display near an Apple TV+ billboard on Melrose Avenue in Los Angeles this week. The finishing touches were put on the mural at the end of July, according to passersby on social media. These are the shots shared by Apple, including a selfie by Severance lead actor Adam Scott: Meanwhile, a Facebook
A new research paper from Apple details a technique that speeds up large language model responses, while preserving output quality. Here are the details. The nerdy bits Traditionally, LLMs generate text one token at a time. This is slow because each step depends on all the previous ones to keep the output coherent and accurate. If the model is writing a sentence like “ The cat is black ”, it predicts each token in sequence. After writing “ The cat is ”, it looks at everything so far (plus the
In his first new video since being sued by Apple for allegedly leaking iOS 26 information from an illegally accessed employee iPhone running unannounced software, Jon Prosser has returned with an iPhone 17 Pro video based on sources speculation. Every little detail about the iPhone 17 Pro and iPhone 17 Air has basically been posted online by everyone except Apple at this point. Still, his renders are attractive as usual and it’s a good summary of what Apple is expected to announce. I doubt an
Hodin is fascinated by creatures who change form—“I’m even wearing my shirt,” he says, pointing to his T-shirt depicting a folk music festival celebrating metamorphosis. So when The Nature Conservancy asked him to try breeding sunflower stars, Hodin was excited. Sunflower stars go through a series of developmental stages—from eggs to poppy seed-sized larvae that float around for months to juvenile stars that settle on the sea floor and add more arms as they grow. And while plenty of sunflower st
Troma boss Lloyd Kaufman has been out in force talking up Macon Blair’s The Toxic Avenger, a spirited reimagining of the studio’s 1984 cult classic set to irradiate a whole new generation when it hits theaters this month. But when io9 got a chance to talk to Kaufman at the recent San Diego Comic-Con, we had to ask: after watching Blair’s film, which other film in the vast Troma archives should a newly minted fan turn to next? “The fourth Toxic Avenger movie, Citizen Toxie,” Kaufman said without
Sweet treats can make excellent mid-day pick-me-ups or after-dinner desserts, but they can also add a lot of sugar to your daily diet. If you're trying to eat healthier, there's no need to cut sugar out of your diet completely or ignore your sweet tooth. The important thing is to be conscious of the types of sugar you're consuming daily and whether you're eating a balanced amount. The daily recommendation is 6 teaspoons of sugar for women and kids over the age of 2, or 9 teaspoons for men. As f
Sure, a lot of people wrap their new iPhone in a case but I've always cared a lot about how my smartphone looks. And for the iPhone Pro line, the colors have historically been muted. So when I saw rumors that the iPhone 17 Pro could arrive in colors such as orange, I started dreaming about a world where Apple's best phones exude a sense of fun like their siblings. For years, Apple has split its phones into two tiers: the "regular" iPhones and the Pro models. The former offer lower specs and pri
Many cordless vacuums come with anti-tangle brushrolls better suited for pet hair. Getty Images/Amy Kim/CNET Eureka Eureka ReactiSense 440 (Out of stock): This cordless vacuum would be our best overall pick if it was in stock. It has some of the highest scores of any cordless vacuum we've tested, with 97.53% sand pickup from hard flooring. Carpet performance was also some of the highest we've seen, with 98.53% from low-pile carpet and 92.16% from mid-pile. Battery runtime was one weakness, wit
When it comes to AI, maybe ChatGPT or Gemini come to mind. There are other players like Perplexity, Claude, Grok and Mistral. In a booming market, there are a whole host of AI models out there, many of which don't even require an internet connection. Models that run without internet connections are called local AI models, and as the name suggests, they can be run on your own hardware. You don't need to connect to OpenAI's or Google's servers to use those versions of ChatGPT or Gemini. This bri
Texas is gearing up for war as a savage, flesh-eating fly appears poised for a US invasion and is expanding its range of victims. On Friday, the Texas Department of Agriculture announced the debut of TDA Swormlure, a synthetic bait designed to attract the flies with a scent that mimics open flesh wounds, which are critical to the lifecycle of the fly, called the New World Screwworm. The parasite exploits any open wound or orifice on a wide range of warm-blooded animals to feed its ravenous spaw
When a Spinosaurus attacked a T. rex in Jurassic Park III, both giant carnivores tried to finish the fight with one powerful bite of their bone-crushing jaws. The Spinosaurus won, because when the movie was being made back in the early 2000s, fossil discoveries suggested it was the largest carnivorous dinosaur that ever lived. But new research provides evidence that size and weight didn’t always create a powerful bite. “The Spinosaurus and the T. rex didn’t live at the same time at the same con
When I ask the new Truth Social AI chatbot about navigating bias in the media ecosystem, it gives what I view as pretty reasonable advice. “Diversify your sources,” it responds. “Rely on news outlets across the political spectrum, including those from both left-leaning and right-leaning perspectives.” This is advice that the AI itself may not be taking to heart. For instance, to come to the above answer it cites five sources, four of which are Fox News articles. The fifth, inexplicably, is a 4
is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. OpenAI is bringing back GPT-4o in ChatGPT just one day after replacing it with GPT-5. In a post on X, OpenAI CEO Sam Altman confirmed that the company will let paid users switch to GPT-4o after ChatGPT users mourned its replacement. “We will let Plus users choose to continue to use 4o,” Altman says. “We will watch usage as we think about how long t
U.S. President Donald Trump and Apple CEO Tim Cook shake hands on the day they present Apple's announcement of a $100 billion investment in U.S. manufacturing, in the Oval Office at the White House in Washington, D.C., U.S., August 6, 2025. Apple shares rose 13% this week, its largest weekly gain in more than five years, after CEO Tim Cook appeared with President Donald Trump in the White House on Wednesday. Shares of the iPhone maker rose 4% to close at $229.35 per share on Friday for the com
OpenAI's GPT-5 is finally here and already powering ChatGPT, but it hasn't made a great first impression. In a livestream dedicated to the release, OpenAI tried to show off its newest large language model which CEO Sam Altman called a "significant step along the path to AGI"— but instead turned heads with some catastrophically dumb errors. Across several examples, bar graphs intended to show off GPT-5's awesome performance benchmarks, while appearing professional-looking, turned out to be horr
Joe Maring / Android Authority TL;DR An update has rolled out for the OnePlus 13. The update introduces the new AI Perfect Shot feature. AI Perfect Shot can recognize a person and replace facial expressions to provide the best shot. Earlier this year, OnePlus announced that a bevy of new AI tools would soon be available on its phones. This included two photo-centric features: AI Reframe and AI Perfect Shot. It looks like the latter is now starting to roll out to the OnePlus 13. A new softwa