404 Media

2026-03-23 15:20:26

This Web Tool Sabotages AI Chatbots By Making Them Really, Really Slow

Watching people outsource their critical thinking, emotions, and sanity to glitchy “AI” chatbots has been one of the most uniquely terrifying aspects of being a human being in recent years.

While wealthy tech evangelists like Sam Altman continue to make wild proclamations about how large language models (LLMs) are destined to do our jobs and raise our children, critics have compared Silicon Valley’s attempts to force dependence on chatbots to a mass-enfeebling event—an attempt to convince people that they are actually better off having machines think, act, and create for them.

Now, there’s a new way to discourage friends, family, and even complete strangers from turning to chatbots like Claude and ChatGPT: by using a tool called “Slow LLM” to make them really, reaaaaalllyyy slowwwww. Or at least, making them look that way.

“Are you concerned that you or your loved ones might be participating in a massive de-skilling event? Experiencing LLM-induced psychosis? Outsourcing cognitive and emotional functions to autocomplete? Install SLOW LLM on your computer, or the computer of a loved one, today!” reads a description onthe tool’s website.

Created by artist Sam Lavigne, Slow LLM causes anyone accessing AI chatbots on a computer or network to encounter mysterious, painfully slow response times. It works by manipulating a quirk in the Javascript language to rewrite the “Fetch” function that returns data to the browser. When a user visits a chatbot domain and enters a query, the modified Fetch function stretches the response over an excruciatingly long period of time. This results in the user perceiving the LLM to be running slowly, when in reality it’s simply being arbitrarily metered by Lavigne’s code.

Lavigne says that the idea for the project came after seeing how deeply some of his students and acquaintances had come to rely on generative tools to do basic tasks.

“So many people are starting to use these tools to outsource their cognitive and emotional functions, and in the process of doing this they’re forgetting all these basic things that they’ve learned how to do,” Lavigne told 404 Media. “I think that the more people rely on LLMs, the more extreme this de-skilling event will become.”

Slow LLM can be installed as aChrome browser extension, but it can also be deployed network-wide via an “Enterprise Edition,” aDNS service which causes everyone on a home, school, or corporate network to experience slow chatbot responses. This is done by simplychanging the DNS server on your router to Lavigne’s custom domain—though he warns that using a random person’s DNS is generally not a great idea cybersecurity-wise, and recommends the safer option ofhosting your own DNS server to deploy theSlow LLM code, which he has released for free on Github. The browser extension currently only affects Claude and ChatGPT, while the DNS version also slows down Grok and Google Gemini.

“The idea was that these things are removing friction, so let’s add some friction back in,” said Lavigne, using the engineering term frequently used by tech bros to describe inefficiencies in a system. He argues that LLM chatbots have taken this idea of “friction” to an extreme, presenting any unpleasantness or difficulty we encounter as something that should be outsourced to Silicon Valley’s thinking machines—even if overcoming that difficulty is part of what makes human creativity meaningful and worthwhile. “Anything that removes the friction of something that’s difficult, it makes you not learn, and it removes the learning you’ve already achieved.”

In theory, one could activate Slow LLM without anyone noticing; most people would likely assume that chatbot providers like Google and OpenAI are having technical issues, which does happen without outside interference from time to time. Lavigne says that so far, he hasn’t heard from anyone that has successfully deployed Slow LLM on a work or school network. But he certainly isn’t discouraging people from trying.

“I have not yet tested it on any unwitting subjects, but I’m thinking about it,” Lavigne said in a mischievous tone, adding that it would be an interesting experiment to see how people react when presented with artificially-slow chatbots. “Maybe they’ll just rage-quit LLMs.”

Slow LLM is the latest addition to a series of impish tech provocations that Lavigne has become known for. During the height of the pandemic Zoompocalypse in 2021, he released “Zoom Escaper,” a tool that floods your Zoom audio stream with annoying echoes, distortions, and interruptions until your presence becomes unbearable to others. In 2018, he infamously scraped public LinkedIn profiles to build a massive database of ICE agents, which was subsequentlyremoved from platforms like Github and Medium. Lavigne’s frequent collaborator Tega Brain has also released browser tools like “Slop Evader,” whichfilters out generative AI slop by removing all search results from after November 2022, when ChatGPT was first released to the public.

“I’ve been doing these little experiments in digital sabotage where I’m trying to make these tools that mildly interrupt computational systems,” said Lavigne. “One of the things I’ve been thinking about is how if the means of production is truly in our hands, and it’s also the way we’re communicating with other people and managing our social life, then what does it mean to interrupt productivity?”

Lavigne is not an absolutist, however. Without prompting, he admitted that he used Claude to help write some of the code for Slow LLM—until, of course, Slow LLM started working and forced him to complete the project on his own. Instead, Lavigne says he’s trying to make people question the habits they are forming by regularly using chatbots, tools which tempt us to essentially entrust all our knowledge, decision-making, and emotional well-being to massive companies run by tech billionaires like Altman and Elon Musk.

“My hope is to get people to think a little bit more about their usage of these tools,” said Lavigne. “But the broader thing I want people to think about […] is ways of interrupting these flows of data, these flows of power, and putting friction into these computational systems that are mediating so many parts of our lives.”

'Slop Evader' Lets You Surf the Web Like It’s 2022

Artist Tega Brain is fighting the internet’s enshittification by turning back the clock to before ChatGPT existed.

^{Janus Rose (404 Media)}

404 Media

2026-03-23 13:37:56

Ridicule as Praxis (with Emily Bender and Alex Hanna)

This week, Sam talks to Emily Bender and Alex Hanna about the marketing ploys of “artificial intelligence,” why ridicule works to keep big tech’s claims in check, and what makes them hopeful for the future. They’re the authors of The AI Con: How to Fight Big Tech’s Hype and Create the Future We Want.
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Dr. Alex Hanna is a writer and sociologist of technology, labor, and politics. She’s the Director of Research at the Distributed AI Research Institute (DAIR) and a Lecturer in the School of Information at the University of California Berkeley. Dr. Emily M. Bender is a Professor of Linguistics at the University of Washington where she is also the Faculty Director of the Computational Linguistics Master of Science program and affiliate faculty in the School of Computer Science and Engineering and the Information School.

They also host the The Mystery AI Hype Theater 3000 podcast which “deflates AI hype and draws attention to the real harms of the automation technologies we call ‘artificial intelligence’.”
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Listen to the weekly podcast on Apple Podcasts, Spotify, or YouTube. Become a paid subscriber for access to this episode's bonus content and to power our journalism. If you become a paid subscriber, check your inbox for an email from our podcast host Transistor for a link to the subscribers-only version! You can also add that subscribers feed to your podcast app of choice and never miss an episode that way. The email should also contain the subscribers-only unlisted YouTube link for the extended video version too. It will also be in the show notes in your podcast player.

Flood of AI-Generated Submissions ‘Final Straw’ for Small 22-Year-Old Publisher

The AI Con

Emily’s cartoon

"Questioning the Normalization of Surveillance" by the Center on Privacy & Technology at Georgetown

"You Are Not a Parrot" at NY Mag

Flood of AI-Generated Submissions ‘Final Straw’ for Small 22-Year-Old Publisher

“The problem with AI is the people who use AI. They don't respect the written word,” the founder of Bards and Sages said.

^{Samantha Cole (404 Media)}

404 Media

2026-03-21 13:00:07

Scientists Narrow Down the Hunt for Aliens to 45 Planets

Welcome back to the Abstract! Here are the studies this week that visited strange new worlds, broke the adorability scale, pigged out, and took in an alien light show.

First, scientists sift through thousands of planets to find the best possible sites for life. Then: meet a Cretaceous cutie, check out some python blood, and travel to the biggest moon in the solar system.

As always, for more of my work, check out my book First Contact: The Story of Our Obsession with Aliens or subscribe to my personal newsletter the BeX Files.

The best of all possible worlds

Bohl, Abigail et al. “Probing the limits of habitability: a catalogue of rocky exoplanets in the habitable zone.” Monthly Notices of the Royal Astronomical Society.

Scientists have discovered more than 6,000 exoplanets, which are planets that orbit other stars, but most of these worlds are hopelessly inhospitable to life. To home in on the best candidates for habitability, a team combed through the catalogue of exoplanets to identify the best potential alien homes.

The short-list includes 45 rocky worlds that are no bigger than twice the size of Earth and orbit within the habitable zone (HZ) of their stars, which is the region where liquid water might exist on the surface. The most exciting destinations include four planets that orbit the red dwarf star TRAPPIST-1, about 40 light years away, or Proxima Centauri b, which is the closest known exoplanet, located just four light years from Earth.

“To assess the limits of surface habitability, it is critical to characterize rocky exoplanets in the HZ,” said researchers led by Abigail Bohl of Cornell University. “Observations of known rocky exoplanets on the edges of the HZ can now empirically explore these boundaries.”

“The resulting list of rocky exoplanet targets in the HZ will allow observers to shape and optimize search strategies with space- and ground-based telescopes… and design new observing strategies and instruments to explore these worlds, addressing the question of the limits of exoplanet surface habitability,” the team added.
A diagram depicting habitable zone boundaries across star type with rocky exoplanets.
While previous studies have compiled similar lists, this work includes updated observations and also organizes the planets according to key properties such as age, orbital characteristics, radiation exposure, and ease of observation from Earth. In this way, the researchers pave the way toward testing individual factors that influence habitability, such as whether older planets seem to be more hospitable to life.

It could also be useful to compare planets that orbit at the edges of the habitable zone to planets right smack dab in the middle. After all, in our own solar system, Venus and Mars are at the inner and outer edges of the solar system, while Earth is vibing right in the Goldilocks zone.

It may be that planets in other star systems are similarly limited in their habitability as they approach the edge of the zone—or maybe not! We won’t know until we look. And now, we know where to start. To the observatory!

In other news…

Forever young at 100 million years old

Jung, Jongyun et al. “A new dinosaur species from Korea and its implications for early-diverging neornithischian diversity.” Fossil Record.

It is my great pleasure to inform you that an incredibly cute baby dinosaur has been discovered in South Korea, where dinosaur fossils are very rare. Meet Doolysaurus, named for the popular Korean cartoon character Dooly the Little Dinosaur. This little infant lived in the mid-Cretaceous period, about 100 million years ago, and represents a new species of thescelosaurid, a type of bipedal dinosaur.
The skeletal anatomy of a juvenile Doolysaurus huhmini. The graphic highlights the fossil bones that were found with the dinosaur. Image: Janet Cañamar, adapted from Jung et al 2026.
“Here, we describe a small, well-preserved skeleton…recognized as the holotype of a new genus and species, Doolysaurus huhmini” which includes “the first diagnostic cranial material of a dinosaur from Korea,” said researchers led by Jongyun Jung of the University of Texas at Austin. “It contributes novel insights into the diversity of the Korean dinosaur fauna, which has previously been known primarily from ichnofossil and egg fossil records.”
An artist’s interpretation of a juvenile Doolysaurus huhmini. Image: Jun Seong Yi
To top it off, this dinosaur might have sported a fuzzy coat. Jurassic Park has primed me not to trust any tech billionaire that wants to resurrect dinosaurs for public spectacle, but I’ll make an exception for Doolysaurus.

The right stuff for being stuffed

Xiao, S., Wang, M., Martin, T.G. et al. “Python metabolomics uncovers a conserved postprandial metabolite and gut–brain feeding pathway.” Nature Metabolism.

At dinnertime, pythons go whole hog—often literally. These huge snakes can devour their own body weight in a single meal, allowing them to fast for more than a year between feedings. In a new study, scientists probe these extreme eaters by analyzing the blood of Burmese pythons during their “postprandial” (after-gulp) phase.

“Burmese pythons display a remarkable array of postprandial responses, including more than 40-fold increase in energy expenditure, sustained tissue protein synthesis and more than 50 percent increase in the size of most organs,” said researchers co-led by Shuke Xiao of Stanford University, Mengjie Wang of the University of South Florida, and Thomas G. Martin of the University of Colorado, Boulder.
A Burmese python held by an author of the study. Image: Patrick Campbell/CU Boulder
In other words, the snakes “undergo extensive gastrointestinal remodelling” that truly put humanity’s best competitive eaters to shame. Joey Chestnut would have to simultaneously swallow over 2,000 hot dogs to even rival their sublime engorgement, just in case you are interested in some mustard-smeared napkin math (his world record is a measly 83).

Ganymede gets a glow-up

Cao, Xin et al. “Auroral Emissions on Ganymede: New Constraints on Their Electron Energy Dependence.” Geophysical Research Letters.

We’ll close, as all things should, with an extraterrestrial aurora. This week, let’s gaze into the glowing skies of Jupiter’s moon Ganymede, the largest moon in the solar system and the only one endowed with its very own magnetic field.

Now, scientists discovered that “Ganymede's auroras are brighter than previously thought,” according to a study based on new atmospheric measurements and laboratory data.

Ganymede “mini-magnetosphere [is] embedded within Jupiter's powerful magnetospheric environment,” said researchers led by Xin Cao of the Dublin Institute for Advanced Studies. “This unique configuration allows for auroral processes similar in morphology to those observed on magnetized planets, but driven by different external and internal conditions.”

The research illuminates the complex magnetic interactions between Ganymede and Jupiter, which will be studied more in depth by future missions, such as the European Jupiter Icy Moons Explorer (Juice) that is currently on its way to the gas giant, aiming for a 2031 arrival. I hope this news of cosmic radiance adds some sparkle to your weekend.

Thanks for reading! See you next week.

Python metabolomics uncovers a conserved postprandial metabolite and gut–brain feeding pathway - Nature Metabolism

Leveraging pythons as an extreme model of feeding and fasting behaviour, this study uncovers para-tyramine-O-sulphate as a conserved postprandial metabolite that links nutrient intake to energy balance by activating hypothalamic neurons and suppressi…

^Nature

404 Media

2026-03-20 15:00:00

Behind the Blog: Marathon and the Metaverse

This is Behind the Blog, where we share our behind-the-scenes thoughts about how a few of our top stories of the week came together. This week, we discuss getting stories from Twitter, the metaverse, and the new game Marathon.

EMANUEL: I think I’m addicted to Twitter again.

We haven’t written a ton about the war with Iran but I’ve been following the news closely because I’m checking if there are important stories for us to do there, and because I can’t help but watch the disaster unfold even if it’s making me incredibly anxious.

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Behind the Blog: Marathon and the Metaverse

^{Joseph Cox (404 Media)}

404 Media

2026-03-20 13:50:54

Tiny Township Fears Iran Drone Strikes Because of New Nuclear Weapons Datacenter

The tiny township of Ypsilanti, Michigan, is worried about being a target for drone strikes thanks to a planned datacenter that the University of Michigan is building to support nuclear weapons research According to Douglas Winters, the township’s attorney, the University and Los Alamos National Laboratories (LANL) “have put a big bulls eye target on this entire township […] I believe it’s the truth.”

Winters delivered a report to the town’s Board of Trustees about the proposed datacenter during a public meeting on Tuesday. “Los Alamos, which produces the nuclear weapons, is a high value target,” he said. He pointed to America’s war in Iran as proof that the datacenter would be a target, noting that Iran’s drones had disabled AWS servers in the Middle East. “This is not a commercial datacenter. A Los Alamos datacenter is going to be the brains of the operation for nuclear modeling, nuclear weaponry.”
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The university and LANL first announced their plan to build a $1.25 billion datacenter in 2024. The university picked nearby Ypsilanti Township—population of about 20,000—as the location for the datacenter and residents have been fighting it ever since. Concerns from the community are typical for people fighting against a datacenter: water, rising electricity bills, pollution, and noise.

Unique to the Ypsilanti datacenter fight, however, is its role in the production of nuclear weapons. The datacenter would service LANL, the birthplace of the atomic bomb and home to America’s nuclear weapons scientists. In January, LANL confirmed that the datacenter would, indeed, be used in nuclear weapons research.

To hear the university tell it, the datacenter will be one of the most advanced computing systems in the world. “We were told at the very beginning by U of M’s Vice President of public relations […] that they were going to build, in his words, the biggest, baddest, fastest computers in the world,” Winters said at the public meeting. “That, in of itself, is what makes these datacenters high value targets […] these data centers constitute power. Artificial intelligence is power. Supercomputers are power. And when something becomes that important, it becomes a target.”

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Winters questioned the American military’s ability to protect targets from the threat of drone attacks on its own soil. “The drone capability is not a joke, folks,” he said. “The United States and Israel, in spite of all their high technology they’re bringing to bear in their war on Iran, they’ve actually had to request that Ukraine send their top advisors to help them understand how to best detect and destroy these drone attacks.”

He also questioned U of M’s values. Following a demand from the White House, the university eliminated its DEI programs in 2025. In February, again at the behest of the federal government, it announced the end of the PhD Project which helped people from underrepresented backgrounds get PhDs. “You have a situation now where the University of Michigan […] has cut a deal with the Department of War under Trump,” Winters said. “That’s what the University of Michigan has turned into by basically selling their soul to the Department of War.”

Jay Coghlan, the executive director of Nuclear Watch New Mexico, told 404 Media, “That LANL datacenter is going to be the brains for nuclear modeling and nuclear weaponry. Ultimately that's what it’s all about. Beware, a recent study found that in war games artificial intelligence went to escalation and nuclear war 95 percent of the time.”

According to Coghlan, the construction of the datacenter followed a familiar pattern. “The Lab has colonized brown people for eight decades here just like it’s now trying to do in Ypsilanti (New Mexico is 50 percent Hispanic and 12 percent Native American). But what the brown people in Ypsilanti have that they don’t have here is lots of water,” he told 404 Media.

Another topic of discussion at the Tuesday meeting was how to stop the construction of the datacenter. Winters and others explained that it’s been difficult to get the university, county, and other government powers to engage with them. Interested parties plead ignorance or recuse themselves because of financial involvement with U of M. “They’ve acted like The Godfather, making you an offer that you can’t refuse,” Winters said.

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Trustee Karen Lovejoy Roe questioned why LANL wanted to build a datacenter 1,500 miles away from its home. “Why don’t you do that datacenter where you're going to build the plutonium pits? One’s in South Carolina, one’s in New Mexico. Tell me why?” Roe said during the meeting. “They thought that we would be an easy target […] that we’re just a bunch of poor brown and black and dumb hillbillies.”

But the Township isn’t completely powerless. “U of M is totally above the law, but is DTE?” Sarah, an Ypsilanti resident said during public comments. DTE is the local power company. Datacenters are electricity hungry buildings and DTE will need to build substations to service LANL’s supercomputers.

“What if we had a moratorium on substations until we learned about the harmonics of the electricity and how that’s impacted by datacenters?” Sarah said. “Having a moratorium on heavy construction on the roads, you know, heavy construction equipment on the roads leading to the datacenter site […] it’s going to be scary and hard to stand up to the University of Michigan. It’s true: they’re very powerful and we just need to be creative and we need to be strong and we need to block them at every step of the way.”

Holly, another resident, suggested another plan of attack. “U of M’s vulnerability is in their reputation,” Holly said. “We need to continue to make them look as bad as possible.”

The University of Michigan did not return 404 Media's request for comment. LANL did not provide a comment.

Correction 3/20/26: This story incorrectly conflated the City of Ypsilanti with Ypsilanti Township. They are two separate, but neighboring, locations. We've updated the story to reflect this and regret the error.

U-M ends ties with program that helped diversify PhDs, after federal threat - Bridge Michigan

The PhD Project was inspired by a U-M effort from the early 90s, but the university has ended its association with the mentoring program following a federal probe into ‘racial preferences.’

^{Kim Kozlowski (Bridge Michigan)}

404 Media

2026-03-19 13:28:55

Mapping Google's Unmappable City

North Oaks, Minnesota is the only city in the United States that is not on Google Maps Street View. YouTube documentarian Chris Parr, who grew up not too far from North Oaks, set out to change that earlier this year. For a brief few days, he literally put North Oaks on the map. And then it was gone again.

“It’s known by Minnesotans as a place where executives and CEOs live,” Parr told 404 Media. “Famously Walter Mondale is from North Oaks, but also like United Healthcare executives and Target executives.”
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North Oaks has managed to largely stay unmapped on Street View because of the way the city handles its streets. In almost every city and town in the United States, property owners give an easement to their local government for the roads in front of their homes (or don’t have any claim to the roads at all). In North Oaks, homeowners’ property extends into the middle of the street, meaning there is literally no “public” property in the city, and the roads are maintained by the North Oaks Homeowners’ Association (NOHOA): “the City owns no roads, land, or buildings. The 50-60 miles of roads in the city are owned by the NOHOA members whose property extends to the center of the road subject to easements in favor of NOHOA,” the homeowners association’s website, which has very little information on it and notes that it is “unable to share most private documents with the public.” The roads entering North Oaks have no trespassing signs posted and automated license plate readers.
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In the early days of Google Maps, North Oaks was on Street View. But in May, 2008, the city threatened Google with a lawsuit because its Street View cars had trespassed. Google deleted its Street View images and North Oaks hasn’t been on Street View since.

"It's not the hoity-toity folks trying to figure out how to keep the world away," then-Mayor Thomas Watson told the Star Tribune in 2008. "They [Google] really didn't have any authorization to go on private property."

Google Maps allows people to upload their own images, however. And Parr set out to find a way to map North Oaks without actually going there. So he began mapping it with a drone.

“It’s a geographic oddity,” Parr said. “I realized the airspace above North Oaks operates differently than the property on the ground. I thought you could effectively map the city with a drone.”

Parr is right. The national airspace is technically managed by the Federal Aviation Administration, and “airspace” starts directly above the ground, which is something I covered over and over in the early days of consumer drones as towns sought to ban drones in certain areas.

“Technically, if you launch your drone from public property, which anyone can do if you’re a registered drone pilot, you can fly it straight up and above private property,” Parr said. And so Parr stood at “six or seven different spots” directly outside the boundary of North Oaks and flew his drone around. “I just pulled my car over onto the shoulder and popped my drone up and flew it over,” he added.
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There were parts of North Oaks that he couldn’t reach by drone from outside the boundaries of the city, so eventually he decided he needed an invite into the city to go to a park within its boundaries to keep flying his drone.

“According to North Oak’s ordinances, you can go like, visit a friend, or if you’re a contractor working on a house, you can go into the city, but you have to be an invited guest,” Parr said. “I made a Craigslist post asking for somebody to invite me and I got an absolute ton of responses. I started texting with this woman named Maggie and she invited me, so technically I had the invite to go to the park.”

Parr then took his drone footage and uploaded it to Google Maps. For a few glorious days, North Oaks was mapped. And then it was gone.

“I’ve since been in a battle with the people who flag the images,” he said. He also got a letter from a law firm representing the North Oaks Homeowners Association. “It’s not asking me to take any of the videos down or anything, but basically they say, ‘Don’t come back.’”

Parr’s experiment and documentary raises questions, of course, about who gets to have privacy in America. A wealthy enclave has set up the legal and surveillance infrastructure to be able to prevent being mapped. The rest of us, meanwhile, are subject to all sorts of surveillance by our neighbors and law enforcement. “The only reason it’s set up this way is because it’s such a wealthy community,” Parr said. “I know that I was able to do this, but I don’t know if I should be able to do this, and that’s kind of the question that I wanted to tackle. The YouTube comments are pretty crazy man. They’re all over the place. They’re very split 50/50 on that question.”

North Oaks did not respond to a request for comment.

I Mapped Google’s ONLY SECRET CITY

^{Chris the Producer (YouTube)}

404 Media

2026-03-18 14:27:59

Government Registers Aliens.Gov Domain

The Executive Office of the President registered the domain aliens.gov on Wednesday a little after 6:30 AM according to a bot that monitors federal domains. There’s no associated website just yet, but the registration comes a month after Trump said he would direct the government to release files related to aliens and UFOs to the public.

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Government Registers Aliens.Gov Domain

^{Matthew Gault (404 Media)}

404 Media

2026-03-18 13:05:48

Podcast: The Disappearing DOGE Depositions

This week we start with Joseph’s series of articles about the DOGE depositions. He watched hours and hours of them, then a judge ordered them removed from YouTube. But, they’ve already been archived all over the web. After the break, Jason tells us about the AI data labelers who are fighting back. In the subscribers-only section, Jason breaks down what’s wrong with all the AI job loss research at the moment.
playlist.megaphone.fm?e=TBIEA8…
Listen to the weekly podcast on Apple Podcasts,Spotify, or YouTube. Become a paid subscriber for access to this episode's bonus content and to power our journalism. If you become a paid subscriber, check your inbox for an email from our podcast host Transistor for a link to the subscribers-only version! You can also add that subscribers feed to your podcast app of choice and never miss an episode that way. The email should also contain the subscribers-only unlisted YouTube link for the extended video version too. It will also be in the show notes in your podcast player.
youtube.com/embed/xtMniLj_yzQ?…
0:00 - Intro 0:51 - ⁠Google Street View's Unmappable City⁠

3:40 - ⁠I Watched 6 Hours of DOGE Bro Testimony. Here's What They Had to Say For Themselves⁠

13:24 - ⁠DOGE Deposition Videos Taken Down After Judge Order and Widespread Mockery⁠

18:58 - ⁠The Removed DOGE Deposition Videos Have Already Been Backed Up Across the Internet⁠

28:32 - ⁠'AI Is African Intelligence': The Workers Who Train AI Are Fighting Back⁠

SUB'S STORY - ⁠AI Job Loss Research Ignores How AI Is Utterly Destroying the Internet⁠

Google Street View's Unmappable City

Profitez des vidéos et de la musique que vous aimez, mettez en ligne des contenus originaux, et partagez-les avec vos amis, vos proches et le monde entier.

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404 Media

2026-03-17 17:29:36

Was Life Seeded from Space? ‘Complete Set’ of DNA Ingredients Discovered on Asteroid

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Subscribe to 404 Media to get The Abstract, our newsletter about the most exciting and mind-boggling science news and studies of the week.

Scientists have discovered all five nucleobases—the fundamental components of DNA and RNA—in pristine samples from the asteroid Ryugu, according to a study published on Monday in Nature Astronomy. The finding strengthens the case that the ingredients for life are abundant in the solar system and may have found their way to Earth from space, according to a study published on Monday in Nature Astronomy.

Life as we know it runs on DNA and RNA, which are built from five chemical bases: adenine, guanine, cytosine, thymine, and uracil. A team has now identified this “complete set” of nucleobases in rocks snatched from the surface of Ryugu in 2019 by the Japanese spacecraft Hayabusa-2, which successfully returned them to Earth the following year.

This discovery corroborates the results from another mission, NASA’s OSIRIS-REx, which returned samples of the asteroid Bennu that also contained all five nucleobases. Both asteroids belong to the same “carbonaceous” (C-type) family of primitive carbon-rich rocks, though the samples contain different ratios of the five nucleobases.

Taken together, the findings shed light on the origin of life on Earth and raise new questions about the odds that it exists elsewhere.

“These findings suggest that nucleobases may be widespread in carbonaceous asteroids and, by extension, in planetary systems,” said Toshiki Koga, a postdoctoral researcher at the Japan Agency for Marine-Earth Science and Technology (JAMSTEC), in an email to 404 Media.

“This means that some of the key molecular ingredients for life could be commonly available,” he added. “However, this does not imply that life itself is widespread, but rather that the chemical starting materials for life may be more common than previously thought.”

The emergence of life on Earth, also known as abiogenesis, remains one of the biggest mysteries in science. To untangle this enigma, scientists first need to figure out how our planet was initially enriched with the basic stuff of life—including water, amino acids, and the nucleobases that make up our genetic material.
The “Ryugu Story” illustration depicting the detection of all five canonical nucleobases in samples returned from asteroid Ryugu by the Hayabusa2 mission. Image: JAMSTEC
One popular hypothesis suggests that asteroids bearing these biological building blocks pelted Earth as it formed more than four billion years ago. This idea has been supported by the presence of nucleobases in pieces of carbonaceous asteroids that have fallen down to Earth, such as the Murchison meteorite of Australia or the Orgueil meteorite of France.

Meteorites, however, are not pristine as they become eroded by exposure to space and can also be contaminated by terrestrial material after landing on Earth. To get cleaner samples, scientists launched several spacecraft to grab samples directly from the source, beginning with Japan’s Hayabusa mission, which delivered several milligrams of dusty grains from asteroid Itokawa to Earth in 2010.

Hayabusa-2 and OSIRIS-REx then obtained even larger samples from their targets, bringing back 5.4 grams from Ryugu and 121.6 grams from Bennu. Previous studies have already identified more than a dozen amino acids associated with life in both samples, as well as evidence that these asteroids were once altered by ice and water.

Now, following the discovery of all five nucleobases in the Bennu pebbles, Koga and his colleagues have found the complete set in Ryugu. The findings lend weight to the so-called “RNA world” model of abiogenesis. In this hypothesis, early life on Earth depended solely on RNA as a self-replicating molecule, laying the biological groundwork for later, more complicated systems that involved DNA and protein-based organisms. The extraterrestrial samples from Ryugu and Bennu provide evidence that at least some of the nucleobases that made up these early lifeforms came from outer space.

The results were “broadly in line with our expectations, but still very exciting to confirm,” Koga said. “All five nucleobases had already been detected in the Murchison meteorite and in samples from the asteroid Bennu. Since Ryugu is also a carbonaceous asteroid, we expected that these molecules might be present, and it was very satisfying to confirm that the complete set is indeed present in the Ryugu samples.”

But while both samples contained the royal flush of nucleobases, they differed in their relative abundances. For example, Bennu is much richer in pyrimidine nucleobases (cytosine, thymine and uracil) than Ryugu, though they both contain roughly similar levels of purine nucleobases (adenine and guanine). These idiosyncrasies point to a variety of formation processes that produced prebiotic materials on these celestial relics.

“Our results suggest that nucleobases can form under a range of conditions in early Solar System materials, particularly within primitive asteroid parent bodies that experienced aqueous alteration,” Koga said. “The observed relationship between nucleobase composition and ammonia abundance indicates that local chemical environments, such as the availability of ammonia, may play an important role.”

“At the same time, some precursor molecules may have formed earlier in interstellar environments, so nucleobase formation could involve multiple stages,” he continued. “Future studies, including analyses of different types of meteorites and laboratory experiments that simulate these conditions, will help to better constrain these formation pathways.”

In other words, understanding how these molecules form in space could help answer the age-old mystery of whether life is a rare cosmic fluke—or a common process in the universe. The research also highlights the remarkable ingenuity behind these sample-return missions, which have delivered tiny time capsules from the birth of our solar system directly into our hands.

“It is both exciting and humbling to work with these samples,” Koga said. “They are extremely limited and represent material that has remained largely unchanged since the early Solar System. At the same time, there is a strong sense of responsibility, because each tiny grain may contain important information about how organic molecules formed and evolved before the origin of life.”

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Sugars, ‘Gum,’ Stardust Found in NASA's Asteroid Bennu Samples - NASA

The asteroid Bennu continues to provide new clues to scientists’ biggest questions about the formation of the early solar system and the origins of life. As

^{Abby Tabor (NASA)}

404 Media

2026-03-16 16:48:49

Texting a Random Stranger Better for Loneliness Than Talking to a Chatbot, Study Shows

Lonely young people are likely better off texting a random stranger than talking to a chatbot, according to a new study.

Researchers from the University of British Columbia found that first-semester college students who texted a randomly selected fellow first-semester college student every day for two weeks experienced around a nine percent reduction in feelings of loneliness. The same two weeks of daily messaging with a Discord chatbot reduced loneliness by around two percent, which turned out to be the same amount as daily one-sentence journaling.

The research included 300 first-semester college students who were either randomly paired with another student, given a daily solo writing task, or put into a Discord server with a chatbot running on ChatGPT-4o mini.

The students were instructed to have at least one interaction per day in each of the groups. The human-human pairs were instructed to message each other however they wanted, while the researchers instructed the bot to “listen actively and show empathy,” and to be a “friendly, positive, and supportive AI friend to help the student navigate their new college experience.” The human participants ultimately acted pretty similarly in both types of chat, sending between eight and 10 messages a day in both their human text chains and their Discord conversations with the large language model (LLM).

However, participants who were paired with a human partner reported significantly lower loneliness after the study, and those paired with the chatbot did not. “This is just such a low tech, simple intervention, and can make people feel significantly less lonely,” Ruo-Ning Li, PhD candidate at UCB and one of the authors of the paper, told 404 Media.

The research looked at college students specifically, to try to understand whether LLMs could be a scalable tool to help with the isolation that people can feel when going through a big change. The transition to college can be overwhelming: new classmates, new places, new rules. Young people are often away from parents or familiar structure for the first time, building out their new social networks among others who are doing the same. This is a particularly vulnerable time: if chatbots could really cure loneliness for a group of people like this, “then it would be great,” said Li. But only human to human interaction, despite it being with a random person over text, had any significant effect.

The research is part of a movement to understand the effects of LLM interactions over periods of time. Another paper from the same lab, published this week in Psychological Science, looks at the experiences of more than 2,000 people over twelve months, checking in with them once a quarter. The study found that higher reported chatbot use was linked with higher loneliness later on — and vice versa. “Changes in chatbot use have a small effect on emotional isolation in the future. And emotional isolation has a similarly sized effect on your likelihood to use chatbots in the future,” Dr. Dunigan Folk, one of the study’s authors, told 404 Media. He cautioned against calling it a “spiral”, since other things could be changing in peoples’ lives to make them use chatbots and be lonelier. But, he said “it’s suggestive of a negative feedback loop because it’s a reciprocal relationship.” Chatbots, he said, could be something like “social junk food.” They might make people feel good in the moment, “but over time, they might not nourish us the same way that human relationships do.”

He said this finding would be consistent with people replacing human relationships with LLMs. “I think it’s a trade-off thing where you talk to AI instead of a person,” Folk said. “the person would have been a lot more rewarding.”

And there is evidence to show that AI does have some short-term effects on mood. “If you measure their feeling of loneliness or social connection right after the interaction, people do feel better,” said Li. However, she added, “making people feel momentarily happy is not that hard.” It is not clear that a single positive experience is scalable or persistent longer term. “We eat candy, we feel happy. But if we eat a lot of candy over a long time, it could be harmful for our health,” Li said.

That positive short term effect is often reflected in public reports of chatbot usage. For example, two weeks ago, the Guardian published a column where a reporter trialled using an LLM as a therapist, described their validating interaction with it, and concluded that the “experience of being therapised by a chatbot has been wonderful.” While this isn’t necessarily a robust study design, there is empirical research that “one-shot” interactions with bots do make people feel better in the short term.

However, human interactions also have positive effects that chatbot use could be distracting people from. Li considers it important to consider the side effects of chatbot interactions, including their potential for replacing the incentive to seek out the positive effects of human connection. “AI can help mitigate negative feelings, but obviously, it cannot replace humans to build connections,” she said. “That shouldn’t be the goal of the AI design.”

A four-week March 2025 study from the MIT Media Lab and OpenAI explored how different types of LLM interaction and conversation impacted users’ mental wellbeing. The paper found that while some instances of chatbot use “initially appeared beneficial in mitigating loneliness,” higher daily LLM usage was associated with “higher loneliness, dependence, and problematic use, and lower socialization.”

I’ve turned AI into my therapist. The results were pretty disquieting

As part of our series AI for the People, our resident AI skeptic Rhik Samadder agreed to put his life in AI’s hands. This week: therapy

^{Rhik Samadder (the Guardian)}

404 Media

2026-03-16 14:41:09

Witness Caught Using Smartglasses in Court Blames it all on ChatGPT

An insolvency judge in England tossed out testimony after discovering a witness was being coached on what to say in real time through a pair of smartglasses. When the voice of the coach started coming through the cellphone after it was disconnected from the glasses, the witness blamed the whole thing on ChatGPT.

Insolvency and Companies Court (ICC) Judge Agnello KC in Britain wrote up the incident after it happened in January and the UK-based legal research blog Legal Futures was first to report it. The case considered the liquidation of a Lithuanian company co-owned by a man named Laimonas Jakštys. Jakštys was in court to get his business off an insolvency list and to put himself back in charge of it. It didn’t go well.
playlist.megaphone.fm?p=TBIEA2…
“Right at the start of his cross examination, he seemed to pause quite a bit before replying to the questions being asked,” Judge Agnello wrote. “These questions were interpreted and then there was a pause before there was a reply. After several questions, [defense lawyer Sarah Walker] then informed me that she could hear an interference coming from around Mr. Jakštys and asked if Mr. Jakštys could take his glasses off for a period as she was aware smart glasses existed.”

There was a Lithuanian interpreter on hand to help Jakštys talk to the court and she, too, said she could hear voices from Jakštys’s glasses. The judge pointed out they were smart glasses and asked him to take them off. “After a few further questions, when the interpreter was in the process of translating a question, Mr Jakštys’ mobile phone started broadcasting out loud with the voice of someone talking,” Judge Agnello wrote. “There was clearly someone on the mobile phone talking to Mr. Jakštys. He then removed his mobile phone from his inner jacket pocket. At my direction, the smart glasses and his mobile were placed into the hands of his solicitor.”

Jakštys showed up the next day in the glasses again and the judge told him to turn them off. “Jakštys denied that he was using the smart glasses to receive the answers that he was to give in court to the questions being asked,” the judgement said. “He also denied that his smart glasses were linked to his mobile phone at the time that he was giving evidence before me.”

During the court appearance, Jakštys claimed his mobile phone had been stolen but couldn’t provide a police report for the incident. He also repeatedly received calls on his smartglasses-connected phone from a number listed as “abra kadabra.” The call log showed that many of the calls occurred when he was on the witness stand. The judge asked him about the identity of “abra kadabra” and Jakštys said it was a taxi driver.

“When he was pressed as to why all these calls were made…Mr. Jakštys stated that he was not able to remember. This was a reply which he also gave frequently during his evidence,” Judge Agnello said.

In the end, the Judge tossed out all of Jakštys’ testimony. “He was untruthful in relation to his use about the smart glasses and in being coached through the smart glasses,” the judgement said. “In my judgment, from what occurred in court, it is clear that call was made, connected to his smart glasses and continued during his evidence until his mobile phone was removed from him. When asked about this, his explanation was that he thought it was ChatGPT which caused the voice to be heard from his mobile phone once his smart glasses had been removed. That lacks any credibility.”

This incident in the London court is just another in a long line of bad behavior from people wearing smartglasses. CBP agents have been spotted wearing them during immigration raids and Harvard students have loaded them with facial recognition tech to instantly dox strangers.

Someone Put Facial Recognition Tech onto Meta's Smart Glasses to Instantly Dox Strangers

The technology, which marries Meta’s smart Ray Ban glasses with the facial recognition service Pimeyes and some other tools, lets someone automatically go from face, to name, to phone number, and home address.

^{Joseph Cox (404 Media)}

404 Media

2026-03-14 16:00:39

The Removed DOGE Deposition Videos Have Already Been Backed Up Across the Internet

The DOGE deposition videos a judge ordered removed from YouTube on Friday after they had gone massively viral have since been backed up across the internet, including as a torrent and to the Internet Archive.The videos included DOGE members unable or unwilling to define DEI; discussing how they used ChatGPT and terms such as “black” and “homosexual” to flag grants for termination but not “white” or “caucasian,” and acknowledgements that despite their aggressive cuts they failed to achieve the stated goal of lowering the government deficit.

The news shows the difficulty in trying to remove material from the internet, especially that which has a high public interest and has already been viewed likely millions of times. It’s also an example of the “Streisand Effect,” a phenomenon where trying to suppress information often results in the information spreading further.

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The Removed DOGE Deposition Videos Have Already Been Backed Up Across the Internet

^{Joseph Cox (404 Media)}

404 Media

2026-03-14 13:00:25

Alien Life Might Exist on the Starless Moons of Rogue Planets, Scientists Say

Welcome back to the Abstract! These are the studies this week that searched for life in the dark, stood up for hedgehogs, dropped some wisdom, and died in an inexplicably epic explosion.

First, aliens might be riding around interstellar space on exomoons, just in case that’s of interest to you. Then: an ultrasonic solution to roadkill, the limits of metrification, and an answer to a cosmic mystery.

As always, for more of my work, check out my book First Contact: The Story of Our Obsession with Aliensor subscribe to my personal newsletter the BeX Files. b

The view from a rogue exomoon

Dahlbüdding, David et al. “Habitability of Tidally Heated H2-Dominated Exomoons around Free-Floating Planets.”

Living on a planet with a boring old Sun is for normies. In a new study, astronomers suggest that alien life could potentially emerge in a much more unexpected place—”exomoons” that orbit free-floating planets in interstellar space.

There are likely trillions of rogue planets wandering through the Milky Way, untethered to any star, raising the tantalizing mystery of whether any of them could be habitable. Now, researchers led by David Dahlbüdding of the Max Planck Institute for Extraterrestrial Physics (MPE) extend this question to exomoons that were dragged out into interstellar space with their planets.

“The search for exomoons within conventional stellar systems continues with no confirmed detection to date,” the team said. “Thus, free-floating planets might offer an alternative pathway for the first discovery of an exomoon.”

In other words, astronomers have never clearly seen an exomoon. But new techniques for spying free-floating worlds—such as microlensing, which reveals objects through the warped light of their gravity—could provide the sensitivity that is required for this long-sought detection.

With regard to potential habitability, Dahlbüdding and his colleagues focused specifically on exomoons that orbit planets with thick hydrogen atmospheres. If such a pair were to be kicked out of a star system, the exomoon’s orbit could become stretched out into a far more elliptical shape. This shift would cause the planet to exert more intense tidal forces onto its satellite, generating heat that could keep liquid water flowing on the moon over vast timescales.

“Close encounters before the final ejection even increase the ellipticity of the moon’s orbit, boosting tidal heating over millions to billions of years, depending on the moon’s and free-floating planet’s properties,” the team said. The tidal forces and atmospheric components could also “create favourable conditions for RNA polymerisation and thus support the emergence of life.”

“These potentially habitable moons could be detected through a variety of techniques,” including microlensing, the researchers added, though they noted that actually analyzing their atmospheres “may not be feasible with any instruments currently in operation.”

While we may not be able to spot signs of life on these worlds anytime soon, it would be exciting just to discover a planet and a moon bound together, but unbound from any star, which is a genuine near-term possibility.

In other news…

Ultra-sonic the hedgehog

Rasmussen, Sophie Lund et al. “Hearing and anatomy of the ear of the European hedgehog Erinaceus europaeus.” Biology Letters.

Hedgehogs have long been ubiquitous in Europe, but cars now kill up to one-third of their population each year. Even more nightmarish, the advent of robotic lawn mowers has led to an uptick in hedgehog deaths.

To help protect these iconic critters, scientists suggest testing out acoustic repellents. A series of experiments with 20 hedgehogs from a wildlife rescue established that “hedgehogs can perceive a broad ultrasonic range,” with peak sensitivity around 40 kHz.
Rasmussen, who goes by Dr. Hedgehog, with a hedgehog. Image: Joan Ostenfeldt
The results “show a potential for the development of targeted ultrasonic sound repellents to deter hedgehogs temporarily from potential dangers such as the particular models of robotic lawn mowers found to be hazardous to hedgehog survival, and more importantly, cars,” said researchers led by Sophie Lund Rasmussen of the University of Oxford.

“Designing sound repellents for cars to reduce the high number of road-killed hedgehogs enhances animal welfare and supports conservation of this declining flagship species,” the team concluded.

To channel the old joke, why did the hedgehog cross the road? Answer: Ideally it didn’t, due to scientific intervention. (I’ll be here all night).

Dropping in on science history

Cornu, Armel et al. “The drop and the metric system: how an unruly unit survived revolutions.” Annals of Science.

The metric system has been adopted by every country except Liberia, Myanmar, and the United States. But even as metrication was rapidly embraced in the 17th and 18th centuries, a far more imprecise system—the drop—refused to drop out.

People have measured liquids in drop form for thousands of years, and still do in many contexts today. Researchers led by Armel Cornu of Uppsala University have now explored how such “non-standard units survive lengthy waves of standardization.” The paper is worth a read for its many interesting asides, like how acids were tested “by counting the number of drops…that could be placed on the skin before one witnessed the effects.” Gnarly.

It also gets into the political dimensions of metrication, including this proto-populist justification for standardizing units: “Numerous complaints about the diversity of measurements and their lack of cross-readability” were directed with “a special ire at powerful lords who abused standards in order to extort the population,” Cornu’s team said. The metric system was one response to "the discontent of peasants and the little people against the powerful.”

Anyway, a little bit of drop-related science history never hurt anyone—unless you volunteered to be an acid tester.

A (dead) star is born

Farah, Joseph et al. “Lense–Thirring precessing magnetar engine drives a superluminous supernova.” Nature.

Astronomers have discovered the mysterious power source of rare and radiant stellar explosions called “Type I superluminous supernovae” which are ten times brighter than regular supernovae.

The secret superluminous sauce, as it turns out, is the birth of a magnetar, a highly magnetized stellar remnant, according to a supernova first observed in December 2024. The light from this stellar explosion contained imprints of the Lense–Thirring effect, in which spacetime is dragged around by massive and rapidly rotating objects, a key sign of a magnetar origin.
Artist’s conception of a magnetar surrounded by an accretion disk exhibiting Lense-Thirring precession. Image: Joseph Farah and Curtis McCully
“Our observations are consistent with a magnetar centrally located within the expanding supernova ejecta,” said researchers led by Joseph Farah of Las Cumbres Observatory. “These results provide the first observational evidence of the Lense–Thirring effect in the environment of a magnetar and confirm the magnetar spin-down model as an explanation for the extreme luminosity observed in Type I superluminous supernovae.”

“We anticipate that this discovery will create avenues for testing general relativity in a new regime—the violent centres of young supernovae,” the team concluded.

Forget “stellar” as slang for great; we have graduated to “superluminous.”

Thanks for reading! See you next week.

First Contact

A narrative and visual exploration of humanity’s age-old search for and fixation with extraterrestrials.First Contact explores the ancient idea—and epic ...

^{Hachette Book Group}

404 Media

2026-03-14 00:19:58

DOGE Deposition Videos Taken Down After Judge Order and Widespread Mockery

A judge on Friday ordered the immediate removal of a series of depositions of members of DOGE, but not before clips of the depositions, including one in which a member was largely unable to define DEI, went viral and were covered widely, including by 404 Media.

At the time of writing, the depositions are not available on YouTube, where the Modern Language Association had uploaded them. The MLA, American Council of Learned Societies, and American Historical Association, are suing the National Endowment for the Humanities (NEH) and others around DOGE’s cuts of hundreds of millions of dollars worth of grants. Neither the plaintiffs nor the government immediately responded to a request for comment.

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DOGE Deposition Videos Taken Down After Judge Order and Widespread Mockery

The government asked a judge to stop the spread of the videos on YouTube. The judge agreed and ordered their immediate removal.

^{Joseph Cox (404 Media)}

404 Media

2026-03-13 16:56:57

Behind the Blog: DOGE Bros and Data Labelers

This is Behind the Blog, where we share our behind-the-scenes thoughts about how a few of our top stories of the week came together. This week, we discuss traveling for reporting and watching way too much DOGE bros.

JOSEPH: I just wanted to write some brief notes about the DOGE depositions and the piece I Watched 6 Hours of DOGE Bro Testimony. Here's What They Had to Say For Themselves. Much of the reason I managed to watch all of this testimony was because I was on a couple of long flights this week. On the first flight, I saw the Justin Fox deposition on YouTube. I started watching it and recording the timestamps of interesting parts, and passed those over to our social manager Evy who then cut them into videos which have since been shared pretty widely.

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Behind the Blog: DOGE Bros and Data Labelers

^{Joseph Cox (404 Media)}

404 Media

2026-03-13 12:40:01

People Hate Datacenters, Survey Finds

A new study from the Pew Research Center asked Americans about their feelings toward datecenters and it’s not positive. Pew published the study the day after Sen. Bernie Sanders called for a moratorium on the construction of datacenters in the United States amid mounting public concern around the building’s impacts on local communities.

Pew surveyed 8,512 adults in January and asked them a broad range of questions about how they felt about datacenters. Most of the respondents said they’d heard of datecenters and the more they’d read, the less they liked them.

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Is an unwanted datacenter being built in your community? I would love to hear from you. Using a non-work device, you can message me securely on Signal at +1 347 762-9212 or send me an email at matthew@404media.co.

Most of the Americans surveyed believe that datacenters are bad for the environment, home energy costs, and the quality of life of people living nearby and the numbers aren’t close. Only four percent of people thought datacenters were good for the environment, six percent good for jobs, and six percent good for people’s quality of life.

Despite those negative feelings, many of the people surveyed thought that datacenters would be good for jobs in the communities where they’re built and would boost local tax revenue. “Still, Americans are less likely to express positive views of data centers’ impact in these areas than to express negative views of their effects on the environment, energy costs and people’s quality of life nearby,” the research said.

Research shows that the reality of job creation by datacenters doesn’t actually live up to the promises from those lobbying to build them. “Data centers do not bring high-paying tech jobs to local communities because they operate as infrastructure projects rather than traditional jobcreating businesses,” University of Michigan researchers wrote in a 2025 brief. “Although the construction of data centers can create many jobs, those are short lived.”

The survey charts a growing anti-datacenter sentiment in America. The US is in the middle of a massive infrastructure project similar to the Manhattan Project. In a mad dash to build out AI systems, companies are constructing massive buildings and energy infrastructure across the country, often with little input from local communities and at a massive cost.

The city of Ypsilanti, Michigan is fighting to stop the construction of a $1.2 billion datacenter that would be used to test nuclear weapons. In the middle of a massive winter storm that paralyzed the state in January, lawmakers in a rural South Carolina county pushed through the approval of a controversial $2.4 billion datacenter. In Oklahoma, police arrested a man who was speaking in opposition to a datacenter after he went slightly over his time during a city council meeting.

Datacenters are terrible neighbors. The buildings drive up the cost of energy for people who live nearby, consume massive amounts of water, and can produce noises and fumes that hurt locals. In Mississippi, locals are concerned about the pollution and noise caused by an xAI datacenter powered by gas turbines. A proposed datacenter project near Amarillo, Texas would be powered by four massive nuclear generators and pull water from an aquifer with dwindling reserves. In an effort to quell fears about power consumption, Trump made Amazon, Google, Meta, Microsoft, OpenAI, Oracle, and xAI sign a pledge to keep energy costs down. But a pledge isn’t a law. It’s not even an executive order.

Pew’s research came out the day after Sanders announced he was proposing legislation to put a moratorium on the construction of new datacenters in the US. “We are at the beginning of the most profound technological revolution in world history. That’s the truth,” Sanders said in a video posted on social media. “This is a revolution which will bring unimaginable changes to our world. This is a revolution which will impact our economy with massive job replacement. It will threaten our democratic institutions. It will impact our emotional well-being and what it even means to even mean to be a human being.”

We need a moratorium on AI data centers NOW. Here’s why. pic.twitter.com/dRfAdQ67zD
— Sen. Bernie Sanders (@SenSanders) March 11, 2026

“Congress hasn’t a clue how to respond…and protect the American people. It’s not only not having a clue, they’re busy out raising money all day long from AI and their super PACs,” Sanders said. “We need a moratorium on datacenters. We need to take a deep breath. We need to make sure that AI and robotics work for all of us, not just a handful of billionaires.

2031868041940660673

We need a moratorium on AI data centers NOW. Here’s why. pic.twitter.com/dRfAdQ67zD— Sen. Bernie Sanders (@SenSanders) 11 marzo 2026

^{Sen. Bernie Sanders (X (formerly Twitter))}

404 Media

2026-03-12 17:25:13

I Watched 6 Hours of DOGE Bro Testimony. Here's What They Had to Say For Themselves

Over the course of a six hour long or so deposition, Justin Fox, a former investment banker turned DOGE bro, refused to define what he believes counts as DEI; admitted he used ChatGPT to scan government contracts for terms such as “Black” and “homosexual” but not “white” or “caucasian;” and said that one of the grants he helped slash was “not for the benefit of humankind” before walking that claim back.

I watched all of Fox’s deposition from start to finish. The terse exchanges, the circular arguments, the pregnant pauses, all of it. The videos, available publicly on YouTube, were released as part of a lawsuit by the Modern Language Association, American Council of Learned Societies, and American Historical Association. They provide fascinating, or perhaps horrifying, insight into the thinking of someone inside DOGE. Even with Fox’s inability to answer seemingly easy questions, the responses are still illustrative of the recklessness and hamfisted nature of a group of young, inexperienced people who caused massive damage across the U.S. government, leading to negative consequences outside of it. DOGE as an organization has been linked to 300,000 deaths due to its cuts and multiple significant data breaches. All the while, DOGE did not actually reduce the government’s deficit.

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I Watched 6 Hours of DOGE Bro Testimony. Here's What They Had to Say For Themselves

^{Joseph Cox (404 Media)}

404 Media

2026-03-11 15:41:16

Here’s the Memo Approving Gemini, ChatGPT, and Copilot for Use in the Senate

A top Senate administrator approved OpenAI’s ChatGPT, Google’s Gemini, and Microsoft’s Copilot for official use in the Senate, the New York Times reported on Tuesday. 404 Media has obtained the full text of the memo and is publishing it below.

“The Sergeant at Arms (SAA) office of the Chief Information Officer (CIO) has approved the use of three Generative Artificial Intelligence (AI) platforms with Senate data,” the memo starts. It also says the SAA will provide each Senate employee with one free license to either Gemini Chat or ChatGPT Enterprise, with Copilot also available at no cost.

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Do you know anything else about the government's use of AI? I would love to hear from you. Using a non-work device, you can message me securely on Signal at joseph.404 or send me an email at joseph@404media.co.

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Here’s the Memo Approving Gemini, ChatGPT, and Copilot for Use in the Senate

^{Joseph Cox (404 Media)}

404 Media

2026-03-11 14:37:19

Podcast: How to Talk to Your Friend Experiencing 'AI Psychosis'

This week we start with Sam’s story discussing something that has come up a lot but no one has really answered: how do you speak to your friend or family member falling into AI psychosis? After the break, Joseph breaks down what happened when the FBI wanted data from ProtonMail. In the subscribers-only section, Emanuel tells us about the viral developers behind an app called Quittr, and how they exposed very sensitive data of hundreds of thousands of users.
playlist.megaphone.fm?e=TBIEA3…
Listen to the weekly podcast on Apple Podcasts,Spotify, or YouTube. Become a paid subscriber for access to this episode's bonus content and to power our journalism. If you become a paid subscriber, check your inbox for an email from our podcast host Transistor for a link to the subscribers-only version! You can also add that subscribers feed to your podcast app of choice and never miss an episode that way. The email should also contain the subscribers-only unlisted YouTube link for the extended video version too. It will also be in the show notes in your podcast player.
youtube.com/embed/oRiJHLIYkkw?…

• 'How to Talk to Someone Experiencing 'AI Psychosis'
• Proton Mail Helped FBI Unmask Anonymous ‘Stop Cop City’ Protester
• Viral 'Quittr' Porn Addiction App Exposed the Masturbation Habits of Hundreds of Thousands of Users

Viral 'Quittr' Porn Addiction App Exposed the Masturbation Habits of Hundreds of Thousands of Users

A couple of 20-year-old developers make $500,000 a month promising to help men to stop watching porn, but exposed their private porn watching habits.

^{Emanuel Maiberg (404 Media)}

404 Media

2026-03-09 15:36:54

Understanding Roblox’s Grooming Problem

Roblox is one of those games that is more popular than you can imagine, but unless you are of a certain age group and live in that world, you’ll rarely hear about it unless it makes the news for some terrible reason. More recently, for example, we wrote about the Tumbler Ridge shooter who created a mass shooting simulator in Roblox.

But what is Roblox, how big is it exactly, and why does it seem like it's so frequently embroiled in controversy? This week we’re joined by Cecilia D’anstasio in an attempt to answer all of these questions.

This week we’re joined by Cecilia D'Anastasio. Cecilia reports about video games at Bloomberg, and has written many important articles about the business and controversies of one of the biggest games in the world, Roblox. A few weeks ago we had Patrick Klepek on to discuss Roblox from a parent’s perspective, but today we’re going to hear about it from the perspective of a great investigative reporter and for my money the most knowledgeable journalists about Roblox.
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404 Media is a journalist-founded company and needs your support. To subscribe, go to 404media.co. As well as bonus content every single week, subscribers get access to additional episodes where we respond to their best comments. Subscribers also get early access to our interview series. Gain access to that content at 404media.co.

Listen to the weekly podcast on Apple Podcasts, Spotify, or YouTube.

Become a paid subscriber for early access to these interview episodes and to power our journalism. If you become a paid subscriber, check your inbox for an email from our podcast host Transistor for a link to the subscribers-only version! You can also add that subscribers feed to your podcast app of choice and never miss an episode that way. The email should also contain the subscribers-only unlisted YouTube link for the extended video version too. It will also be in the show notes in your podcast player.

• Roblox’s Pedophile Problem
• How Roblox Became a Playground for Virtual Fascists
• Roblox Game-Buying Frenzy Is Turning Teens Into Millionaires
• Roblox User Group Re-Creates Real-Life Mass Shooting Events

The 404 Media Podcast

Tech News Podcast · Updated Weekly · Welcome to the podcast from 404 Media where Joseph, Sam, Emanuel, and Jason catch you up on the stories we published this week. 404 Media is a journalist-owned digital media company exploring the way …

^{404 Media (Apple Podcasts)}

404 Media

2026-03-09 13:26:08

I Visited the ‘Freedom Truck’ to Meet PragerU’s AI Slop Founders

In the parking lot of Seven Oaks Element school in South Carolina on one of the first hot days of the year I watched an AI-generated George Washington talk about the American revolution. “Our rights are a gift from God, not a favor from kings or courts,” slop Washington told me. It spoke from a screen that stretched floor to ceiling, trimmed by a fancy frame.

The intended effect is to make it appear as if the founding father is a painting come to life, a piece of history talking to the viewer. The actual effect was to remind that the AI slop aesthetic is synonymous with the Trump presidency and has become part of the visual language of fascism. Which is fitting because AI George Washington is the result of a collaboration between the Trump White and online content mill PragerU.
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The AI slop founding father is part of a touring exhibit of Freedom Trucks commissioned by PragerU in honor of the 250th anniversary of American independence. The trucks are a mobile museum exhibit meant to teach kids about the founding of the country. It’s pitched at kids—most of the “content,” as staff on site called it, is meant for a younger audience but the trucks have viewing hours open to the general public. Nick Bravo, a PragerU employee on hand to answer questions, told me that there are six Freedom Trucks and that the plan is to have them travel the 48 contiguous United States over the next year.

I was drawn to the Freedom Truck because I’d heard they contained AI-generated recreations of Revolutionary figures like Washington, Betsy Ross, and the Marquis Lafayette, similar to the ones on display at the White House. To my disappointment, the AI generated videos in the Freedom Truck are remarkably boring.

As I watched the AI George Washington deliver a by-the-books version of the American story, I thought about Jerry Jones. The famously vain owner of the Dallas Cowboys commissioned an AI version of himself for AT&T stadium in 2023. Fans who make the pilgrimage to the stadium can watch a presentation and ask the AI Jones questions. The AI wanders a big screen while it talks to the audience.

Other than the lazy AI generated videos, the Freedom Truck doesn’t have much to offer. I signed a digital copy of the Declaration of Independence on a touchscreen and took a quiz that asked leading questions designed to find out if I was a “loyalist or patriot.”

“The British Army sends soldiers to Boston. How do you react?” Answer 1: “View them as occupiers violating colonial liberty.” Answer 2: “Welcome them as defenders of law and order.” With ICE and the National Guard patrolling American cities, I wondered how supporters of the current administration would answer that one.

PragerU is known for its “America can do no wrong” view of US history. Its short form video content offers a cartoon version of the past stripped of nuance and context where the country lives up to the myth that it is a “Shining City On a Hill.” According to PragerU, white people abolished slavery and dropping the atomic bomb on Japan was a necessary thing that “shortened the war and saved countless lives.” Now PragerU is taking its view of history on tour across the country. School children in every state will wander these trucks and encounter an AI slop version of the past.

Bravo told me that all the truck’s content was generated as part of a partnership between PragerU and Michigan’s Hillsdale College—a Christian university that helped craft Project 2025. There were, of course, hints of Project 2025 around the edges of the child-friendly AI-generated videos. Slavery isn’t ignored but the stories of early African Americans like poet Phillis Wheatley focus on her celebration of America rather than how she arrived there. On the museum’s “Wall of Heroes,” Whittaker Chambers is nestled between architect Frank Lloyd Wright and painter Norman Rockwell.

A small note near the floor at the exit of the truck notes the collaboration of PragerU and Hillsdale College, and claims that “neither institution received any federal funds and both generously contributed their own resources to help create this educational exhibit.” It also said “this truck was made possible through a grant from the Institute of Museum and Library Services,” which is, of course, a federal agency.

Every AI-generated video ended with a title card showing the White House and PragerU’s logo. “The White House is grateful for the partnership with PragerU and the US Department of Education for the production of this museum,” the card said. “This partnership does not constitute or imply a US Government or US Department of Education endorsement of PragerU.”

Trump attempted to dismantle the Institute of Museum and Library Services (IMLS) via executive order in 2025, but the courts blocked it. Libraries and Museums have since reported that the IMLS grant process has taken on a “chilling” pro-Trump political turn. The administration has also attempted to dismantle the Department of Education.

Trump’s voice was the last thing I heard as I wandered into the bright afternoon sun. “I want to thank PragerU for helping us share this incredible story,” he said in a recorded video that played on a loop in Freedom Truck. “I hope you will join me in helping to make America’s 250th anniversary a year we will never forget.”

Grant Guidelines for Libraries and Museums Take “Chilling” Political Turn Under Trump

Former Institute of Museum and Library Services leaders from both political parties expressed concern that the new funding guidelines could encourage a more constrained or distorted view of American history.

^{Alex.Bandoni@propublica.org (ProPublica)}

404 Media

2026-03-07 14:00:31

Humanity Has Altered an Asteroid’s Orbit Around the Sun

Welcome back to the Abstract! Here are the studies this week that moved the heavens, coveted crystals, dined on lunar legumes, and got a four-star review.

First, humanity has permanently signed its name into the orbital dynamics of the solar system. Take the win! Then, we’ve got the origins of our obsession with sparkly rocks, a stint of extraterrestrial gardening, and a story of stellar significance.

As always, for more of my work, check out my bookFirst Contact: The Story of Our Obsession with Aliens or subscribe to my personal newsletter the BeX Files.

DART delivers an orbital bullseye

Makadia, Rahil and Steven R. Chesley. “Direct detection of an asteroid’s heliocentric deflection: The Didymos system after DART.” Science.

Well folks, pack it up: Humanity has shifted the path of a celestial object around the Sun.

You may remember NASA’s Double Asteroid Redirection Test (DART) spacecraft, which slammed into an asteroid named Dimorphos in September 2022. Dimorphos, which is about the size of the Great Pyramid of Giza, orbits an asteroid named Didymos, roughly five times bigger. In the aftermath of the crash, scientists determined that DART had successfully shifted Dimorphos’ path around Didymos, shortening its roughly 11-hour orbit by 33 minutes.

Now, scientists have confirmed that the mission also changed the entire binary system’s “heliocentric” orbit around the Sun. While scientists had expected the spacecraft to push this pair of asteroids off-kilter, a new study has now quantified the impact by presenting “the first-ever measurement of human-caused change in the heliocentric orbit of a celestial body.”

The team determined that the system’s pace around the Sun was slowed by about 10 micrometers per second as a result of the mighty spaceship wallop. It took years to refine that measurement, which the researchers calculated with radar and stellar occultations, which are observations of the system against background stars.
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But it’s worth the wait to know that we shifted a celestial object’s circuit around the Sun, even by a tiny bit—an achievement that may come in handy if we ever need to deflect an asteroid or comet on a collision course with Earth.

“By demonstrating that asteroid deflection missions such as DART can effect change in the heliocentric orbit of a celestial body, this study marks a notable step forward in our ability to prevent future asteroid impacts on Earth,” said researchers co-led by Rahil Makadia of the University of Illinois Urbana-­Champaign and Steven R. Chesley of NASA Jet Propulsion Laboratory.

So, forget moving mountains—we’ve graduated to moving space rocks.

For anyone interested in learning more about DART, I highly recommend How to Kill an Asteroid by Robin George Andrews, which provides a fascinating inside account of the mission.

In other news…

Chimps glimpse a “big beyond”

García-Ruiz, Juan Manuel et al. “On the origin of our fascination with crystals.” Frontiers in Psychology.

It’s crystal clear: We clearly love crystals. Humans and our early hominin relatives have collected crystals for nearly 800,000 years, making them “among the first natural objects collected by hominins without any apparent utilitarian purpose,” according to a new study.

To explore the origins of this fascination, scientists gave chimpanzees, our closest living relatives, a bunch of sparkly crystals at an ape preserve in Spain. The chimps were intrigued by the offerings; indeed, one female named Sandy immediately absconded with a large crystal dubbed the “Monolith” and took it back to her group’s indoor dormitory for two days.
Chimp Toti attentively observes the quartz crystal during Experiment 1. Image: García-Ruiz et al., 2026.
“When the team of caretakers tried to retrieve the crystal, it took hours to exchange it for valuable ‘gifts’ (i.e., favored food items—bananas and yogurt—which are known from daily observations to be highly appreciated by the chimpanzees), which suggests that the crystal was highly valued,” said researchers led by Juan Manuel García-Ruiz of Donostia International Physics Center.

“Crystals may have contributed to the development of metaphysical and symbolic thinking, acting as catalysts for the conceptualization of a ‘big beyond,’” the team concluded.

Shining moonbeams on moon beans

Atkin, Jessica et al. “Bioremediation of lunar regolith simulant through mycorrhizal fungi and plant symbioses enables chickpea to seed.” Scientific Reports.

Scientists are finally addressing my dream of enjoying locally-grown falafel on the Moon. In a new study, a team experimented with planting chickpeas in lunar regolith simulant (LRS), a human-made substance that mimics lunar soil.

The results revealed that chickpeas could flower and produce seeds in the simulant, provided that it was treated with arbuscular mycorrhizal fungi (AMF) which are fungal microbes known to protect plant health. Small additions of vermicompost also helped the Moon beans flourish.
The Moon chickpeas. Image: Jessica Atkin
“Plants seeded successfully in mixtures containing up to 75 percent LRS when inoculated with AMF,” said researchers led by Jessica Atkin of Texas A&M University. “Higher LRS concentrations induced stress; however, plants grown in 100 percent LRS inoculated with AMF demonstrated an average extension of two weeks in survival compared to non-inoculated plants.”

“We present a step toward sustainable agriculture on the Moon, addressing the fundamental challenges of using Lunar regolith as a plant growth medium,” the team concluded.

Who knows if we’ll ever live off the lunar land, but as a garbanzo fanzo, I’m hoping for heavenly hummus.

TIC 120362137 is the real quad god

Borkovits, T., Rappaport, S.A., Chen, HL. et al. “Discovery of the most compact 3+1-type quadruple star system TIC 120362137.” Nature Communications.

Three-body problems are so last season; the era of the quadruple star system is upon us. In a new study, scientists unveil the most compact quartet of stars ever discovered, known as TIC 120362137, which is about 2,000 light years from Earth.

“This inner subsystem, which contains three stars that are more massive and hotter than the Sun, is more spatially compact than Mercury’s orbit around our Sun, and is orbited by a fourth Sun-like star with a period of 1,046 days,” said researchers co-led by Tamás Borkovits and Saul A. Rappaport of the University of Szeged, Hai-Liang Chen of the Chinese Academy of Sciences, and Guillermo Torres of the Center for Astrophysics, Harvard & Smithsonian.

“To our knowledge, there are no other known, similarly compact and tight, planetary-system-like 3 + 1 quadruple stellar systems,” the team added.

The researchers predicted that this fantastic foursome will eventually merge together into a pair of dead stars known as white dwarfs in about nine billion years. No planets have been found in this system, and it may be that it is too dynamically eccentric to host them. Still, it’s fun to imagine the view from such a hypothetical world, with four Suns in its sky. Eat your heart out, Tatooine.

Thanks for reading! See you next week.

Bioremediation of lunar regolith simulant through mycorrhizal fungi and plant symbioses enables chickpea to seed - Scientific Reports

Food sustainability is a significant challenge for long-term space travel. Plants can provide fresh nutrition, reducing reliance on packaged foods.

^Nature

404 Media

2026-03-06 16:26:59

Behind the Blog: An AI Army Foot Fetish

This is Behind the Blog, where we share our behind-the-scenes thoughts about how a few of our top stories of the week came together. This week, we discuss a PC repair battle, a revealing comment from an FBI official, and a dangerously dumb narrative.

EMANUEL: I want to update those who have been following the 404 Media sidequest “Emanuel’s CPU is dying.” The update is that I basically got a new PC. I kept my GPU (4080 Super), my CPU cooler, and storage, and upgraded everything else, including the case, because I bought the old one in the era before GPUs were more than a foot long.

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Behind the Blog: An AI Army Foot Fetish

^{Joseph Cox (404 Media)}

404 Media

2026-03-05 20:36:01

Proton Mail Helped FBI Unmask Anonymous ‘Stop Cop City’ Protester

Privacy-focused email provider Proton Mail provided Swiss authorities with payment data that the FBI then used to determine who was allegedly behind an anonymous account affiliated with the Stop Cop City movement in Atlanta, according to a court record reviewed by 404 Media.

The records provide insight into the sort of data that Proton Mail, which prides itself both on its end-to-end encryption and that it is only governed by Swiss privacy law, can and does provide to third parties. In this case, the Proton Mail account was affiliated with the Defend the Atlanta Forest (DTAF) group and Stop Cop City movement in Atlanta, which authorities were investigating for their connection to arson, vandalism and doxing. Broadly, members were protesting the building of a large police training center next to the Intrenchment Creek Park in Atlanta, and actions also included camping in the forest and lawsuits. Charges against more than 60 people have since been dropped.

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Proton Mail Helped FBI Unmask Anonymous ‘Stop Cop City’ Protester

^{Joseph Cox (404 Media)}

404 Media

2026-03-05 15:19:28

ICE Phishing: Scammers Are Sending 'Support ICE' Emails to Steal Credentials

Clients of a long-running email marketing platform are getting targeted with a phishing campaign telling them that their emails would begin automatically inserting a “‘Support ICE’ donation button” into every email they send. The strategy suggests that scammers are trying to capitalize on people’s revulsion to ICE by coming up with strategies that would cause users to quickly log into their accounts to disable the setting. In reality, clients would be revealing their username and password to hackers.

The move indicates that hackers are targeting clients of enterprise software companies with extremely controversial political emails. The scam targeted customers of Emma, a long-running email marketing platform whose clients include Orange Theory, Yale University, Texas A&M University, the Cystic Fibrosis Foundation, Dogfish Head Brewery, and the YMCA, among others. 404 Media was forwarded a copy of the phishing email from an Emma client.

“As part of our commitment to supporting U.S. Immigration and Customs Enforcement (ICE), we will be adding a ‘Support ICE’ donation button to the footer of every email sent through our platform,” the phishing email reads. “This button will appear automatically in all outgoing emails starting next week […] all emails sent from your account will include the Support ICE footer element […] this change helps us demonstrate our platform’s civic commitment.” The email adds that it is possible to opt out of this feature, and that “we appreciate your understanding as we implement this platform-wide initiative.”

Lisa Mayr, the CEO of Marigold, which owns Emma, told 404 Media that the company “would never publish anything like this. This is a very common phishing attempt.”

Mayr is right—clients of other email sending services have recently been targeted with similar attacks. In January, programmer Fred Benenson wrote about phishing emails he had gotten that were targeting users of SendGrid, another email marketing service. At least one of the emails Benenson got used the same “Support ICE button” language and has the subject line “ICE Support Initiative.”

“If you’ve been paying any attention at all to US politics, you’ll know how insidiously provocative this would be if it were a real email,” Benenson wrote in a blog post about the email. “This phishing campaign is a fascinating example of how sophisticated social engineering has become. Instead of Nigerian 419 scams, hackers have evolved to carefully craft messages sent to professionals that are designed to exploit the American political consciousness. The opt-out buttons are the trap.”

In SendGrid’s case, Benenson found that the emails looked “real” because they were sent from other SendGrid user accounts. Basically, hackers compromised the account of a SendGrid user and then used that account to send phishing emails using the SendGrid infrastructure. “The emails look real because, technically, they are real SendGrid emails sent via SendGrid’s platform and via a customer’s reputation–they’re just sent by the wrong people and wrong domains,” he wrote.

Besides the ICE-themed phishing emails, Benenson also received an email that said SendGrid was going to add a “pride-themed footer to all emails” and another that said “all emails sent from your account will feature a commemorative theme honoring George Floyd and the Black Lives Matter movement.”

“The political sophistication on display here (BLM, LGBTQ+ rights, ICE, even the Spanish language switch playing on immigration anxieties) suggests someone with a deep understanding of American cultural fault lines,” Benenson wrote.

The Emma email was sent via Survey Monkey through an email address called “myemma@help-myemma.app.” When users clicked a “Settings” button that would have allowed them to opt out of the feature, they’re sent to a generic-looking site designed to steal credentials hosted at app-e2maa.net. By the time 404 Media got the email, Chrome had detected it as a “Dangerous site” and warned users not to visit it.

SendGrid isn’t emailing you about ICE or BLM. It’s a phishing attack.

For the past several months, I’ve been receiving and then ignoring a steady stream of concerning emails from Sendgrid, the popular email delivery service owned by Twilio that I use for sendin…

^{fredbenenson.com}

404 Media

2026-03-04 16:22:49

Podcast: The Depravity Economy

This week we discuss our coverage of the U.S.-Israel strikes against Iran, specifically how Polymarket and Kalshi are letting people profit from death, and that Amazon data centers were on fire after missiles hit Dubai. Then Emanuel talks about how AI translations are adding 'hallucinations' to Wikipedia articles. In the subscribers-only section, Sam tells us about a change with Amazon wishlists that may expose your address.
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Listen to the weekly podcast on Apple Podcasts,Spotify, or YouTube. Become a paid subscriber for access to this episode's bonus content and to power our journalism. If you become a paid subscriber, check your inbox for an email from our podcast host Transistor for a link to the subscribers-only version! You can also add that subscribers feed to your podcast app of choice and never miss an episode that way. The email should also contain the subscribers-only unlisted YouTube link for the extended video version too. It will also be in the show notes in your podcast player.
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0:00 - Intro

1:32 - ⁠With Iran War, Kalshi and Polymarket Bet That the Depravity Economy Has No Bottom⁠

29:07 - AI Translations Are Adding Hallucinations To Wikipedia Articles

SUBSCRIBER'S STORY - ⁠Amazon Change Means Wishlists Might Expose Your Address

The 404 Media Podcast

Tech News Podcast · Updated Weekly · Welcome to the podcast from 404 Media where Joseph, Sam, Emanuel, and Jason catch you up on the stories we published this week. 404 Media is a journalist-owned digital media company exploring the way …

^{Apple Podcasts}

404 Media

2026-03-04 14:00:52

AI Translations Are Adding ‘Hallucinations’ to Wikipedia Articles

Wikipedia editors have implemented new policies and restricted a number of contributors who were paid to use AI to translate existing Wikipedia articles into other languages after they discovered these AI translations added AI “hallucinations,” or errors, to the resulting article.

The new restrictions show how Wikipedia editors continue to fight the flood of generative AI across the internet from diminishing the reliability of the world’s largest repository of knowledge. The incident also reveals how even well-intentioned efforts to expand Wikipedia are prone to errors when they rely on generative AI, and how they’re remedied by Wikipedia’s open governance model.

The issue in this case starts with an organization called the Open Knowledge Association (OKA), a non-profit organization dedicated to improving Wikipedia and other open platforms.

“We do so by providing monthly stipends to full-time contributors and translators,” OKA’s site says. “We leverage AI (Large Language Models) to automate most of the work.”

The problem is that editors started to notice that some of these translations introduced errors to articles. For example, a draft translation for a Wikipedia article about the French royal La Bourdonnaye family cites a book and specific page number when discussing the origin of the family. A Wikipedia editor, Ilyas Lebleu, who goes by Chaotic Enby on Wikipedia, checked that source and found that the specific page of that book “doesn't talk about the La Bourdonnaye family at all.”

“To measure the rate of error, I actually decided to do a spot-check, during the discussion, of the first few translations that were listed, and already spotted a few errors there, so it isn't just a matter of cherry-picked cases,” Lebleu told me. “Some of the articles had swapped sources or added unsourced sentences with no explanation, while 1879 French Senate election added paragraphs sourced from material completely unrelated to what was written!”

As Wikipedia editors looked at more OKA-translated articles, they found more issues.

“Many of the results are very problematic, with a large number of [...] editors who clearly have very poor English, don't read through their work (or are incapable of seeing problems) and don't add links and so on,” a Wikipedia page discussing the OKA translation said. The same Wikipedia page also notes that in some cases the copy/paste nature of OKA translators’ work breaks the formatting on some articles.

Wikipedia editors investigated how OKA was operating and found that it was mostly relying on cheap labor from contractors in the Global South, and that these contractors were instructed to copy/paste articles to popular LLMs to produce translations.

For example, a public spreadsheet used by OKA translators to keep track of what articles they’re translating instructs them to “pick an article, copy the lead section into Gemini or chatGPT, then review if some of the suggestions are an improvement to readability. Make edits to the Wiki articles only if the suggestions are an improvement and don't change the meaning of the lead. Do not change the content unless you have checked that what Gemini says is correct!”

Lebleu told me, and other editors have noted in their public on-site discussion of the issue, that these same instructions previously told OKA translators to use Grok, Elon Musk’s LLM, for the same purpose. Grok, which also produces an entirely automated alternative to Wikipedia called Grokepedia, is prone to errors precisely because it does not use humans to vet its output.

“The use of Grok proved controversial, notably given the reasons for which Grok has been in the news recently, and a recent in-house study showed ChatGPT and Claude perform more accurately, leading them to switch a few days ago, although they still recommend Grok as ‘valuable for experienced editors handling complex, template-heavy articles,’” Lebleu told me.

Ultimately the editors decided to implement restrictions against OKA translators who make multiple errors, but not block OKA translation as a rule.

“OKA translators who have received, within six months, four (correctly applied) warnings about content that fails verification will be blocked without further warning if another example is found,” the Wikipedia editors wrote. “Content added by an OKA translator who is subsequently blocked for failing verification may be presumptively deleted [...] unless an editor in good standing is willing to take responsibility for it.”

A job posting for a “Wikipedia Translator” from OKA offers $397 a month for working up to 40 hours per week. The job listing says translators are expected to publish “5-20 articles per week (depending on size).”

“They leverage machine translation to accelerate the process. We have published over 1500 articles and the number grows every day,” the job posting says.

“Given this precarious status, I am worried that more uncertainty in the translator duties may lead to an overloading of responsibilities, which is worrying as independent contractors do not necessarily have the same protections as paid employees,” Lebleu wrote in the public Wikipedia discussion about OKA.

Jonathan Zimmermann, the founder and president of OKA, and who goes by 7804j

on Wikipedia, told me that translators are paid hourly, not per article, and that there is no fixed article quota.

“We emphasize quality over speed,” Zimmerman told me in an email. “In fact, some of the problematic cases involved unusually high output relative to time spent — which in retrospect was a warning sign. Those cases were driven by individual enthusiasm and speed rather than institutional pressure.”

Zimmerman told me that “errors absolutely do occur,” but that OKA’s process includes human review, requires translators to check their content against cited sources, and that “senior editors periodically review samples, especially from newer translators.”

“Following the recent discussion, we have strengthened our safeguards,” Zimmerman told me. “We are now rolling out a second, independent LLM review step. Translators must run the completed draft through a separate model using a dedicated comparison prompt designed to identify potential discrepancies, omissions, or inaccuracies relative to the source text. Initial findings suggest this is highly effective at detecting potential issues.”

Zimmerman added that if this method proves insufficient, OKA is considering introducing formal peer review mechanisms

Using AI to check the output of AI for errors is a method that is historically prone to errors. For example, we recently reported on an AI-powered private school that used AI to check AI-generated questions for students. Internal testing found it had at least a 10 percent failure rate.

“I agree that using AI to check AI can absolutely fail — and in some contexts it can fail at very high rates. We’re not assuming the secondary model is reliable in isolation,” Zimmerman said. “The key point is that we’re not replacing human verification with automated verification. The second model is a complement to manual review, not a substitute for it.”

“When a coordinated project uses AI tools and operates at scale, it’s going to attract attention. I understand why editors would examine that closely. Ultimately, the outcome of the discussion formalized expectations that are largely aligned with our existing internal policies,” Zimmerman added. “However, these restrictions apply specifically to OKA translators. I would prefer that standards apply equally to everyone, but I also recognize that organized, funded efforts are often held to a higher bar.”

'Students Are Being Treated Like Guinea Pigs:' Inside an AI-Powered Private School

Leaked documents reveal the inner workings of Alpha School, which both the press and the Trump administration have applauded. The documents show Alpha School's AI is generating faulty lessons that sometimes do "more harm than good."

^{Emanuel Maiberg (404 Media)}

404 Media

2026-03-04 00:01:04

The Sun Is 'Glitching.' Scientists Investigated and Solved a Cosmic Mystery

Scientists have peered inside the Sun and observed subtle shifts and “glitches” that have occurred over four decades, shedding light on the enigmatic long-term vibrations of our star, reports a study published on Tuesday in Monthly Notices of the Royal Astronomical Society.

The Sun goes through a roughly 11-year cycle that includes a period of high and low activity, known as solar maximum and minimum. The past few cycles have revealed changes in solar behavior that could have implications for predicting space weather and unraveling the internal dynamics of our Sun, along with other Sun-like stars.

To drill down on this mystery, researchers with the Birmingham Solar-Oscillations Network (BiSON), a network of telescopes that have monitored the Sun since the 1970s, compared the last four solar minima using this unique 40-year dataset and focused on internal vibrations that make the sun subtly oscillate.

“The entire Sun oscillates in a globally coherent way, and the oscillations are formed by sound waves trapped inside the Sun that make it resonate just like a musical instrument,”said Bill Chaplin, a professor of astrophysics at the University of Birmingham who co-authored the study, in a call with 404 Media.

“For this particular study, we were interested in seeing whether there are differences in what the Sun is doing in its structure when you focus on the periods or epochs when the Sun is very quiet,” he continued. “The last few cycles have seen some quite marked changes in behavior.”

For example, scientists have been perplexed for years by an unusually long and quiet solar minimum between cycle 23 to 24, which occurred from 2008 to 2009. Chaplin and his colleagues were able to use BiSON’s long record of asteroseismology—the study of stellar interiors—to directly contrast the interior vibrations of the Sun during this minimum to others.

“There were hints that there were things that were different” about this cycle, said Chaplin. “But now that we have the cycle 24-25 minimum—the last one in about 2019—in the bag, then we thought, ‘okay, now's the time to actually go back and look at this.’”

The team specifically looked for an acoustic wave “glitch” caused by an interior layer in which helium atoms lose electrons, producing a detectable change in the Sun’s internal structure. This glitch was significantly stronger during the 2008–2009 minimum, suggesting that the Sun’s outer interior was slightly hotter and allowed sound waves to travel faster at that time of magnetic weakness.

“The ionizing helium affects the speed at which the sound waves move through that region,” explained Chaplin. “It leaves a characteristic imprint.”

“It's not just that there is a difference with the other cycles, but it's starting to tell us about what physically has really changed beneath the surface,” he added. “They're quite subtle changes, but it's nevertheless giving us clues as to what is actually happening beneath the Sun during this very quiet period.”

The results confirm that the Sun doesn’t return to the same minimum baseline at the end of every cycle, and its activity varies within timescales of decades and centuries. For example, Chaplin pointed to one bizarrely long quiet period from 1645 to 1715, known as the Maunder Minimum.

Astronomers during this time marvelled at the prolonged lack of visible sunspots on the Sun’s surface, a sign of extremely low solar activity. Centuries later, BiSON and other solar observatories are allowing scientists to study the interior dynamics behind these shifts in depth for the first time.

“This is the first step in actually demonstrating that there are changes,” Chaplin said. “Does this mean that there are systematic changes in the way that the Sun is generating its field? It's really only now, because we have this long dataset, that we can start to ask questions like that. Previously, we just didn't have enough data to say.”

Scientists hope to keep recording the long-term behavior of the Sun with projects like BiSON so that we can better understand its mercurial nature over time. This is interesting work on its own merits, but it is also useful for refining forecasts of space storms that can wreak havoc on power grids and space assets (while also producing pretty auroras).

Chaplin also nodded to the European space telescope PLAnetary Transits and Oscillations of stars (PLATO), due for launch in 2027. This mission will search for analogous oscillations in stars beyond the Sun, building on similar work conducted by NASA’s retired Kepler space telescope.

Studying the vibrations of the Sun and other similar stars is not only important for life here on Earth; it also has implications in the search for extraterrestrial life, because local solar activity is one key to assessing the habitability of star systems similar to our own.

“The data that we have on other stars from Kepler has really helped to understand and get a better picture of the cyclic variability of other stars, like the Sun,” Chaplin concluded. “But it's still not an entirely clear picture; let's put it that way. Seismology now enables you to do really detailed analysis of stars that you can't do by other means.”