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On Friday, the justices of the Texas Supreme Court, all Republicans, said that those officials did not, in fact, have any power to enforce the law, “either directly or indirectly,” and so could not be sued.

“This measure, which has saved thousands of unborn babies, remains fully in effect, and the pro-abortion plaintiffs’ lawsuit against the state is essentially finished,” he wrote on Twitter.

The law allows no exceptions for abortion even in the case of women who have been raped or are victims of incest. It has thrown Texas abortion providers into crisis, and similar legislation is pending around the country.

“If conservative states want to do things that may not look constitutional even to this Supreme Court, they can use a bounty system to achieve that,” Professor Ziegler said. “The message sent by the Texas litigation was that if you have concerns that you might lose a constitutional challenge, that shouldn’t hold you back. Because you can use this road map to keep the case out of federal court entirely.”

“We’ve known that this lawsuit all along was just invalid and should have been dismissed, and now the fact that we’re on that trajectory now is encouraging,” Ms. Schwartz said, adding that the movement “is not going to let our foot off the gas yet.”

Amy Hagstrom Miller, the chief executive of Whole Woman’s Health, the clinic that sued to stop S.B. 8, said “the courts have failed us.”

“This ban does not change the need for abortion in Texas, it just blocks people from accessing the care they need,” she said. “The situation is becoming increasingly dire,”

Many women have traveled to Oklahoma for the procedure, but this week the State Senate passed its own six-week ban modeled on the Texas law. The Idaho Senate passed a similar law last week. Lawmakers in other states have proposed similar bans, but have held off in hopes that the Supreme Court decision, expected in June, will allow them to ban abortion entirely.

Meanwhile, donors such as Tesla CEO Elon Musk, disgraced FTX founder Sam Bankman-Fried, Skype founder Jaan Tallinn and ethereum co-founder Vitalik Buterin — as well as institutions like Open Philanthropy, a charitable organization started by billionaire Facebook co-founder Dustin Moskovitz — have worked to push doomsayers from the tech industry’s margins into the mainstream.

More recently, wealthy tech philanthropists have begun recruiting an army of elite college students to prioritize the fight against rogue AI over other threats

Other skeptics, like venture capitalist Marc Andreessen, are AI boosters who say that hyping such fears will impede the technology’s progress.

Critics call the AI safety movement unscientific. They say its claims about existential risk can sound closer to a religion than research

And while the sci-fi narrative resonates with public fears about runaway AI, critics say it obsesses over one kind of catastrophe to the exclusion of many others.

Open Philanthropy spokesperson Mike Levine said harms like algorithmic racism deserve a robust response. But he said those problems stem from the same root issue: AI systems not behaving as their programmers intended. The theoretical risks “were not garnering sufficient attention from others — in part because these issues were perceived as speculative,” Levine said in a statement. He compared the nonprofit’s AI focus to its work on pandemics, which also was regarded as theoretical until the coronavirus emerged.

Among the reputational hazards of the AI safety movement is its association with an array of controversial figures and ideas, like EA, which is also known for recruiting ambitious young people on elite college campuses.

The foundation began prioritizing existential risks around AI in 2016,

there was little status or money to be gained by focusing on risks. So the nonprofit set out to build a pipeline of young people who would filter into top companies and agitate for change from the insid

Colleges have been key to this growth strategy, serving as both a pathway to prestige and a recruiting ground for idealistic talent

The clubs train students in machine learning and help them find jobs in AI start-ups or one of the many nonprofit groups dedicated to AI safety.

Many of these newly minted student leaders view rogue AI as an urgent and neglected threat, potentially rivaling climate change in its ability to end human life. Many see advanced AI as the Manhattan Project of their generation

Despite the school’s ties to Silicon Valley, Mukobi said it lags behind nearby UC Berkeley, where younger faculty members research AI alignment, the term for embedding human ethics into AI systems.

Mukobi joined Stanford’s club for effective altruism, known as EA, a philosophical movement that advocates doing maximum good by calculating the expected value of charitable acts, like protecting the future from runaway AI. By 2022, AI capabilities were advancing all around him — wild developments that made those warnings seem prescient.

At Stanford, Open Philanthropy awarded Luby and Edwards more than $1.5 million in grants to launch the Stanford Existential Risk Initiative, which supports student research in the growing field known as “AI safety” or “AI alignment.

from the start EA was intertwined with tech subcultures interested in futurism and rationalist thought. Over time, global poverty slid down the cause list, while rogue AI climbed toward the top.

In the past year, EA has been beset by scandal, including the fall of Bankman-Fried, one of its largest donors

Another key figure, Oxford philosopher Nick Bostrom, whose 2014 bestseller “Superintelligence” is essential reading in EA circles, met public uproar when a decades-old diatribe about IQ surfaced in January.

Programming future AI systems to share human values could mean “an amazing world free from diseases, poverty, and suffering,” while failure could unleash “human extinction or our permanent disempowerment,” Mukobi wrote, offering free boba tea to anyone who attended the 30-minute intro.

Open Philanthropy’s new university fellowship offers a hefty direct deposit: undergraduate leaders receive as much as $80,000 a year, plus $14,500 for health insurance, and up to $100,000 a year to cover group expenses.

Student leaders have access to a glut of resources from donor-sponsored organizations, including an “AI Safety Fundamentals” curriculum developed by an OpenAI employee.

Interest in the topic is also growing among Stanford faculty members, Edwards said. He noted that a new postdoctoral fellow will lead a class on alignment next semester in Stanford’s storied computer science department.

Edwards discovered that shared online forums function like a form of peer review, with authors changing their original text in response to the comments

Mukobi feels energized about the growing consensus that these risks are worth exploring. He heard students talking about AI safety in the halls of Gates, the computer science building, in May after Geoffrey Hinton, another “godfather” of AI, quit Google to warn about AI. By the end of the year, Mukobi thinks the subject could be a dinner-table topic, just like climate change or the war in Ukraine.

Luby, Edwards’s teaching partner for the class on human extinction, also seems to find these arguments persuasive. He had already rearranged the order of his AI lesson plans to help students see the imminent risks from AI. No one needs to “drink the EA Kool-Aid” to have genuine concerns, he said.

Edwards, on the other hand, still sees things like climate change as a bigger threat than rogue AI. But ChatGPT and the rapid release of AI models has convinced him that there should be room to think about AI safety.

Interested students join reading groups where they get free copies of books like “The Precipice,” and may spend hours reading the latest alignment papers, posting career advice on the Effective Altruism forum, or adjusting their P(doom), a subjective estimate of the probability that advanced AI will end badly. The grants, travel, leadership roles for inexperienced graduates and sponsored co-working spaces build a close-knit community.

The course will not be taught by students or outside experts. Instead, he said, it “will be a regular Stanford class.”

Carlson was a key in answering the question; he helped drive the G.O.P. to be just as cruel, just as dishonest and sometimes even more populist than Donald Trump himself.

Initially, there were good reasons for confusion about Trump and the G.O.P. During the campaign, he was all over the map ideologically

And if personnel is policy, then it was difficult to define his early administration as well

Moreover, many of his early moves were straight out of the standard Republican playbook

When Trump was elected, friends and colleagues told me that his populism could be moderated and his cruelty and dishonesty were aberrations.

It was not to be, and not just because of the sheer force of Trump’s personality. Carlson played an important role.

He helped mold the G.O.P. in his race-obsessed, conspiracy-addled image, helped perpetuate a culture of cruel and punitive Republican communication and helped build an infrastructure of new-right voices who copy his substance and style.

He was known, however, as an opportunist. And for enterprising and dishonest members of the infotainment right, the Trump era was a cornucopia of opportunity. Trump’s ideological incoherence wasn’t a problem. It was a vacuum that could be filled with ideas that identified and fed his resentments.

In fact, Trumpism was never truly about ideas. It was a vague amalgam of Trump’s ethics, attitudes and grievances — and Carlson imitated them, adopted them and broadcast them to his millions of viewers.

Carlson put the lie to the idea that Trump’s cruelty was an aberration, that it was somehow alien to the Republican character, to be tolerated only because the greater good of defeating Clinton had demanded it. In Trump’s cruelty, there was again, opportunity. There were millions who would thrill to his most crude and personal attacks.

On Tucker’s program truth was optional, insults were mandatory, and racism was all but explicit.

The narrative was consistent: “They” were after “you.” “They” were lying to “you.” And “they” were terrible, horrible people.

it’s typical of both Trump and Tucker: invent a partisan grievance, mislead the audience and cap off the conversation with a direct insult.

Tucker’s influence went beyond substance and style. He gave a platform to a number of the Trump right’s most notorious and most fringe voices

We knew Trump was more populist, more dishonest and more cruel than the typical Republican. But we did not know whether the G.O.P. would become more like the man or if the man would become more like the G.O.P.

If all that is true, then what could possibly be unimportant about Carlson? The fact is that at the end of the day, he was not bigger than Fox. The secret of Tucker’s fame is that it was always rooted far more in his Fox News time slot than in his (or his ideas’) inherent appea

while Carlson’s ratings were impressive, they were comparable to those of his predecessor Bill O’Reilly. Which raises the question: To what extent was Tucker popular and influential because of his distinct voice, and to what extent was it because he occupied the most coveted time slot on the most popular cable news channel in the United States?

I’ve written before about the network’s singular place in the culture of red America. Without the power of Fox, Carlson’s ability to influence the right will likely be permanently diminished.

Greg Rutkowski, a hugely popular concept artist, has been used in a prompt for Stable Diffusion upward of 100,000 times. Now, his name is no longer attached to just his own work, but it also summons a slew of imitations of varying quality that he hasn’t approved. This could confuse clients, and it muddies the consistent and precise output he usually produces. When I saw what was happening to him, I thought of my battle with my shadow self. We were each fighting a version of ourself that looked similar but that was uncanny, twisted in a way to which we didn’t consent.

In theory, everyone is at risk for their work or image to become a vulgarity with A.I., but I suspect those who will be the most hurt are those who are already facing the consequences of improving technology, namely members of marginalized groups.

In the future, with A.I. technology, many more people will have a shadow self with whom they must reckon. Once the features that we consider personal and unique — our facial structure, our handwriting, the way we draw — can be programmed and contorted at the click of a mouse, the possibilities for violations are endless.

I’ve been playing around with several generators, and so far none have mimicked my style in a way that can directly threaten my career, a fact that will almost certainly change as A.I. continues to improve. It’s undeniable; the A.I.s know me. Most have captured the outlines and signatures of my comics — black hair, bangs, striped T-shirts. To others, it may look like a drawing taking shape.I see a monster forming.

As Mr. Schwartz answered the judge’s questions, the reaction in the courtroom, crammed with close to 70 people who included lawyers, law students, law clerks and professors, rippled across the benches. There were gasps, giggles and sighs. Spectators grimaced, darted their eyes around, chewed on pens.

“I continued to be duped by ChatGPT. It’s embarrassing,” Mr. Schwartz said.

The episode, which arose in an otherwise obscure lawsuit, has riveted the tech world, where there has been a growing debate about the dangers — even an existential threat to humanity — posed by artificial intelligence. It has also transfixed lawyers and judges.

Mr. Schwartz, who has practiced law in New York for 30 years, said in a declaration filed with the judge this week that he had learned about ChatGPT from his college-aged children and from articles, but that he had never used it professionally.He told Judge Castel on Thursday that he had believed ChatGPT had greater reach than standard databases.“I heard about this new site, which I falsely assumed was, like, a super search engine,” Mr. Schwartz said.

Avianca asked Judge Castel to dismiss the lawsuit because the statute of limitations had expired. Mr. Mata’s lawyers responded with a 10-page brief citing more than half a dozen court decisions, with names like Martinez v. Delta Air Lines, Zicherman v. Korean Air Lines and Varghese v. China Southern Airlines, in support of their argument that the suit should be allowed to proceed.After Avianca’s lawyers could not locate the cases, Judge Castel ordered Mr. Mata’s lawyers to provide copies. They submitted a compendium of decisions.It turned out the cases were not real.

“This case has reverberated throughout the entire legal profession,” said David Lat, a legal commentator. “It is a little bit like looking at a car wreck.”

Irina Raicu, who directs the internet ethics program at Santa Clara University, said this week that the Avianca case clearly showed what critics of such models have been saying, “which is that the vast majority of people who are playing with them and using them don’t really understand what they are and how they work, and in particular what their limitations are.”

“This case has changed the urgency of it,” Professor Roiphe said. “There’s a sense that this is not something that we can mull over in an academic way. It’s something that has affected us right now and has to be addressed.”

In the declaration Mr. Schwartz filed this week, he described how he had posed questions to ChatGPT, and each time it seemed to help with genuine case citations. He attached a printout of his colloquy with the bot, which shows it tossing out words like “sure” and “certainly!”After one response, ChatGPT said cheerily, “I hope that helps!”

Now it’s possible for students to purchase answers for assignments from a “tutoring” service such as Chegg—a practice that the kids call “chegging.”

when the AI chatbots were unleashed last fall, all these cheating methods of the past seemed obsolete. “We now believe [ChatGPT is] having an impact on our new-customer growth rate,” Chegg’s CEO admitted on an earnings call this month. The company has since lost roughly $1 billion in market value.

By 2018, Turnitin was already taking more than $100 million in yearly revenue to help professors sniff out impropriety. Its software, embedded in the courseware that students use to turn in work, compares their submissions with a database of existing material (including other student papers that Turnitin has previously consumed), and flags material that might have been copied. The company, which has claimed to serve 15,000 educational institutions across the world, was acquired for $1.75 billion in 2019. Last month, it rolled out an AI-detection add-in (with no way for teachers to opt out). AI-chatbot countermeasures, like the chatbots themselves, are taking over.

as the first chatbot spring comes to a close, Turnitin’s new software is delivering a deluge of positive identifications: This paper was “18% AI”; that one, “100% AI.” But what do any of those numbers really mean? Surprisingly—outrageously—it’s very hard to say for sure.

according to the company, that designation does indeed suggest that 100 percent of an essay—as in, every one of its sentences—was computer generated, and, further, that this judgment has been made with 98 percent certainty.

A Turnitin spokesperson acknowledged via email that “text created by another tool that uses algorithms or other computer-enabled systems,” including grammar checkers and automated translators, could lead to a false positive, and that some “genuine” writing can be similar to AI-generated writing. “Some people simply write very predictably,” she told me

Perhaps it doesn’t matter, because Turnitin disclaims drawing any conclusions about misconduct from its results. “This is only a number intended to help the educator determine if additional review or a discussion with the student is warranted,” the spokesperson said. “Teaching is a human endeavor.”

In other words, the student in my program whose work was flagged for being “100% AI” might have used a little AI, or a lot of AI, or maybe something in between. As for any deeper questions—exactly how he used AI, and whether he was wrong to do so—teachers like me are, as ever, on our own.

Rethinking assignments in light of AI might be warranted, just like it was in light of online learning. But doing so will also be exhausting for both faculty and students. Nobody will be able to keep up, and yet everyone will have no choice but to do so

Somewhere in the cracks between all these tectonic shifts and their urgent responses, perhaps teachers will still find a way to teach, and students to learn.

But the federal rules do not dictate how poor a patient needs to be to qualify for free care

In exchange, the Internal Revenue Service requires Allina and thousands of other nonprofit hospital systems to benefit their local communities, including by providing free or reduced-cost care to patients with low incomes.

In 2020, thanks to its nonprofit status, Allina avoided roughly $266 million in state, local and federal taxes, according to the Lown Institute, a think tank that studies health care.

Doctors and patients described being unable to complete medical forms that children needed to enroll in day care or show proof of vaccination for school.

Allina is one of Minnesota’s largest health systems, having largely grown through acquisitions. Since 2013, its annual profits have ranged from $30 million to $380 million. Last year was the first in the past decade when it lost money, largely owing to investment losses.

The financial success has paid dividends. Allina’s president earned $3.5 million in 2021, the most recent year for which data is available. The health system recently built a $12 million conference center.

Allina sometimes plays hardball with patients. Doctors have become accustomed to seeing messages in the electronic medical record notifying them that a patient “will no longer be eligible to receive care” because of “unpaid medical balances.”

In 2020, Allina spent less than half of 1 percent of its expenses on charity care, well below the nationwide average of about 2 percent for nonprofit hospitals

Serena Gragert, who worked as a scheduler at an Allina clinic in Minneapolis until 2021, said the computer system simply wouldn’t let her book future appointments for some patients with outstanding balances.

Ms. Gragert and other Allina employees said some of the patients who were kicked out had incomes low enough to qualify for Medicaid, the federal-state insurance program for poor people. That also means those patients would be eligible for free care under Allina’s own financial assistance policy — something many patients are unaware exists when they seek treatment.

Allina says the policy applies only to debts related to care provided by its clinics, not its hospitals. But patients said in interviews that they got cut off after falling into debt for services they received at Allina’s hospitals.

Jennifer Blaido lives in Isanti, a small town outside Minneapolis, and Allina owns the only hospital there. Ms. Blaido, a mechanic, said she racked up nearly $200,000 in bills from a two-week stay at Allina’s Mercy Hospital in 2009 for complications from pneumonia, along with several visits to the emergency department for asthma flare-ups

Ms. Blaido, a mother of four, said most of the hospital stay was not covered by her health insurance and she was unable to scrounge together enough money to make a dent in the debt.

Last year, Ms. Blaido had a cancer scare and said she couldn’t get an appointment with a doctor at Mercy Hospital. She had to drive more than an hour to get examined at a health system unconnected to Allina

In court filings, the couple described how Allina canceled Ms. Anderson’s appointments and told her that she could not book new ones until she had set up three separate payment plans — one with the health system and two with its debt collectors.Even after setting up those payment plans, which totaled $580 a month, the canceled appointments were never restored. Allina allows patients to come back only after they have paid the entire debt.

When the Andersons asked in court for a copy of Allina’s policy of barring patients with unpaid bills, the hospital’s lawyers responded: “Allina does not have a written policy regarding the canceling of services or termination of scheduled and/or physician referral services or appointments for unpaid debts.”In fact, Allina’s policy, which was created in 2006, instructs employees on how to do exactly that. Among other things, it tells staff to “cancel any future appointments the patient has scheduled at any clinic.”

It does provide a few ways for patients to continue being seen despite their unpaid bills. One is by getting approved for a loan through the hospital. Another is by filing for bankruptcy.

The video app, which is used by more than 150 million Americans, has become hugely popular for memes and entertainment. But lawmakers and U.S. officials are concerned that the app is passing sensitive information about Americans to Beijing.

In his complaint, Mr. Yu, 36, said that as TikTok sought to attract users in its early days, ByteDance engineers copied videos and posts from Snapchat and Instagram without permission and then posted them to the app. He also claimed that ByteDance “systematically created fabricated users” — essentially an army of bots — to boost engagement numbers, a practice that Mr. Yu said he flagged to his superiors.

Mr. Yu says he raised these concerns with Zhu Wenjia, who was in charge of the TikTok algorithm, but that Mr. Zhu was “dismissive” and remarked that it was “not a big deal.”

he also witnessed engineers for Douyin, the Chinese version of TikTok, tweak the algorithm to elevate content that expressed hatred for Japan.

he said that the promotion of anti-Japanese sentiments, which would make it more prominent for users, was done without hesitation.

“There was no debate,” he said. “They just did it.”

The lawsuit also accused ByteDance engineers working on Chinese apps of demoting content that expressed support for pro-democracy protests in Hong Kong, while making more prominent criticisms of the protests.

the lawsuit says the founder of ByteDance, Zhang Yiming, facilitated bribes to Lu Wei, a senior government official charged with internet regulation. Chinese media at the time covered the trial of Lu Wei, who was charged in 2018 and subsequently convicted of bribery, but there was no mention of who had paid the bribes.

Mr. Yu, who was born and raised in China and now lives in San Francisco, said in the interview that during his time with the company, American user data on TikTok was stored in the United States. But engineers in China had access to it, he said.

The geographic location of servers is “irrelevant,” he said, because engineers could be a continent away but still have access. During his tenure at the company, he said, certain engineers had “backdoor” access to user data.

But researchers say that’s not how supervolcanoes work and cast doubts for a prophetic outburst.

“When a volcano is called a supervolcano, what we really mean is it had a super eruption once, at least, in the past,”

The last V8 eruption occurred around 27,000 years ago in Taupo, New Zealand.

Scientists can’t see what is stirring below the surface of Campi Flegrei with their naked eyes, but Kilburn said the recent activity could be underground molten rock and fluids readjusting themselves. Those movements appear as earthquakes on the surface.

Out of more than 1,000 known volcanoes in the world, only about 20 are supposedly supervolcanoes. Technically, they are defined as those that register the highest on the volcanic explosivity index, which runs from V1 (nonexplosive) to V8 (colossal eruption

“But that doesn’t mean that it’s going to have other super eruptions in the future. … Very, very, very large eruptions are much, much rarer.”

Such a super eruption ejects a volume of around 1,000-cubic kilometers or more — about a thousand times bigger than Mount St. Helens (V5), which caused mudslides, fires, floods and more than 50 deaths in 1980.

Yellowstone, one of the world’s most famous supervolcanoes, measures 30 by 45 miles and welcomes millions of tourists to its park. Its largest eruption occurred 2.1 million years ago, ejecting more than 2,400 cubic kilometers of material. Like many caldera systems, the majority of Yellowstone’s eruptions have since been much smaller.

Supervolcano is “a made-up word,” said volcanologist Michael Poland, scientist in charge at the Yellowstone Volcano Observatory. “I think it’s misleading. I think it’s misapplied. I can’t stand that term. I wish it would go into the dustbin, but it’s too sexy.”

It implies an apocalyptic-like explosion, but no volcanic eruption has caused a mass extinction to our knowledge

The largest volcanic explosion in the geologic record is thought to have occurred in Toba, Indonesia, around 74,000 years ago, registering a V8 on the volcanic explosivity index. S

scientists initially speculated that the eruption almost wiped out humanity because populations declined shortly after, but archaeological evidence showed Homo sapiens farther away were thriving after the eruption.

“No explosive volcanic eruption that we know of has ever been associated with a mass extinction of plant or animal life,” said Poland, who’s also a scientist at the U.S. Geological Survey (USGS). “That’s not to say it wouldn’t be devastating or hard to live.”

“When you show people deepfakes and generative AI, a lot of times they come out of the experiment saying, ‘I just don’t trust anything anymore,’” says David Rand, a professor at MIT Sloan who studies the creation, spread and impact of misinformation.

The signs that an image is AI-generated are easy to miss for a user simply scrolling past, who has an instant to decide whether to like or boost a post on social media. And as generative AI continues to improve, it’s likely that such signs will be harder to spot in the future.

The combination of easily-generated fake content and the suspicion that anything might be fake allows people to choose what they want to believe, adds DiResta, leading to what she calls “bespoke realities.”

Examples of misleading content created by generative AI are not hard to come by, especially on social media

This problem, which has grown more acute in the age of generative AI, is known as the “liar’s dividend,

People’s attention is already limited, and the way social media works—encouraging us to gorge on content, while quickly deciding whether or not to share it—leaves us precious little capacity to determine whether or not something is true

“What our work suggests is that most regular people do not want to share false things—the problem is they are not paying attention,”

are now using its existence as a pretext to dismiss accurate information

The rapid adoption of many different AI tools means that we are now forced to question everything that we are exposed to in any medium, from our immediate communities to the geopolitical, said Hany Farid, a professor at the University of California, Berkeley who

If the crisis of authenticity were limited to social media, we might be able to take solace in communication with those closest to us. But even those interactions are now potentially rife with AI-generated fakes.

what sounds like a call from a grandchild requesting bail money may be scammers who have scraped recordings of the grandchild’s voice from social media to dupe a grandparent into sending money.

companies like Alphabet, the parent company of Google, are trying to spin the altering of personal images as a good thing. 

With its latest Pixel phone, the company unveiled a suite of new and upgraded tools that can automatically replace a person’s face in one image with their face from another, or quickly remove someone from a photo entirely.

Joseph Stalin, who was fond of erasing people he didn’t like from official photos, would have loved this technology.

In Google’s defense, it is adding a record of whether an image was altered to data attached to it. But such metadata is only accessible in the original photo and some copies, and is easy enough to strip out.

in the course of a lawsuit over the death of a man using Tesla’s “full self-driving” system, Elon Musk’s lawyers responded to video evidence of Musk making claims about this software by suggesting that the proliferation of “deepfakes” of Musk was grounds to dismiss such evidence. They advanced that argument even though the clip of Musk was verifiably real

To put our current moment in historical context, he notes that the PC revolution made it easy to store and replicate information, the internet made it easy to publish it, the mobile revolution made it easier than ever to access and spread, and the rise of AI has made creating misinformation a cinch. And each revolution arrived faster than the one before it.

Not everyone agrees that arming the public with easy access to AI will exacerbate our current difficulties with misinformation. The primary argument of such experts is that there is already vastly more misinformation on the internet than a person can consume, so throwing more into the mix won’t make things worse.

it’s not exactly reassuring, especially given that trust in institutions is already at one of the lowest points in the past 70 years, according to the nonpartisan Pew Research Center, and polarization—a measure of how much we distrust one another—is at a high point.

“What happens when we have eroded trust in media, government, and experts?” says Farid. “If you don’t trust me and I don’t trust you, how do we respond to pandemics, or climate change, or have fair and open elections? This is how authoritarianism arises—when you erode trust in institutions.”

If OnlyFans’s creator earnings were taken as a whole, the company would rank around No. 90 on Forbes’s list of the biggest private companies in America by revenue, ahead of Twitter (now called X), Neiman Marcus Group, New Balance, Hard Rock International and Hallmark Cards.

Many creators now operate like independent media companies, with support staffs, growth strategies and promotional budgets, and work to apply the cold quantification and data analytics of online marketing to the creation of a fantasy life.

The subscription site has often been laughed off as a tabloid punchline, a bawdy corner of the internet where young, underpaid women (teachers, nurses, cops) sell nude photos, get found out and lose their jobs.

pressures to perform for a global audience; an internet that never forgets. “There is simply no room for naivety,” one said in a guide posted to Reddit’s r/CreatorsAdvice.

America’s social media giants for years have held up online virality as the ultimate goal, doling out measurements of followers, reactions and hearts with an unspoken promise: that internet love can translate into sponsorships and endorsement deals

But OnlyFans represents the creator economy at its most blatantly transactional — a place where viewers pay upfront for creators’ labor, and intimacy is just another unit of content to monetize.

The fast ascent of OnlyFans further spotlights how the internet has helped foster a new style of modern gig work that creators see as safe, remote and self-directed,

Creators’ nonchalance about the digital sex trade has fueled a broader debate about whether the site’s promotion of feminist autonomy is a facade: just a new class of techno-capitalism, selling the same patriarchal dream.

But OnlyFans increasingly has become the model for how a new generation of online creators gets paid. Influencers popular on mainstream sites use it to capitalize on the audiences they’ve spent years building. And OnlyFans creators have turned going viral on the big social networks into a marketing strategy, using Facebook, Twitter and TikTok as sales funnels for getting new viewers to subscribe.

many creators, she added, still find it uniquely alluring — a rational choice in an often-irrational environment for gender, work and power. “Why would I spend my day doing dirty, degrading, minimum-wage labor when I can do something that brings more money in and that I have a lot more control over?”

it is targeting major “growth regions” in Latin America, Europe and Australia. (The Mexican diver Diego Balleza said he is using his $15-a-month account to save up for next year’s Paris Olympics.)

“Does an accountant always enjoy their work? No. All work has pleasure and pain, and a lot of it is boring and annoying. Does that mean they’re being exploited?”

Adams’s operation is registered in state business records as a limited liability company and offers quarterly employee performance reviews and catered lunch. It also runs with factory-like efficiency, thanks largely to a system designed in-house to track millions of data points on customers and content and ensure every video is rigorously planned and optimized.

Since sending her first photo in 2021, Adams’s OnlyFans accounts have earned $16.5 million in sales, more than 1.4 million fans and more than 11 million “likes.” She now makes about $30,000 a day — more than most American small businesses — from subscriptions, video sales, messages and tips, half of which is pure profit

Adams’s team sees its business as one of harmless, destigmatized gratification, in which both sides get what they want. The buyers are swiped over in dating apps, widowed, divorced or bored, eager to pay for the illusion of intimacy with an otherwise unattainable match. And the sellers see themselves as not all that different from the influencers they watched growing up on YouTube, charging for parts of their lives they’d otherwise share for free.

“This is normal for my generation, you know?

“I can go on TikTok right now and see ten girls wearing the bare minimum of clothing just to get people to join their page. Why not go the extra step to make money off it?”

the job can be financially precarious and mentally taxing, demanding not just the technical labor of recording, editing, managing and marketing but also the physical and emotional labor of adopting a persona to keep clients feeling special and eager to spend.

enix International Limited, is based, the company said its sales grew from $238 million in 2019 to more than $5.5 billion last year.

Its international army of creators has also grown from 348,000 in 2019 to more than 3 million today — a tenfold increase.

The company paid its owner, the Ukrainian American venture capitalist Leonid Radvinsky, $338 million in dividends last year.)

portion of its creator base and 70 percent of its annual revenue

When Tim Stokely, a London-based operator of live-cam sex sites, founded OnlyFans with his brother in 2016, he framed it as a simple way to monetize the creators who were becoming the world’s new celebrities — the same online influencers, just with a payment button. In 2019, Stokely told Wired magazine that his site was like “a bolt-on to your existing social media,” in the same way “Uber is a bolt-on to your car.”

Before OnlyFans, pornography on the internet had been largely a top-down enterprise, with agents, producers, studios and other middlemen hoarding the profits of performers’ work. OnlyFans democratized that business model, letting the workers run the show: recording their own content, deciding their prices, selling it however they’d like and reaping the full reward.

The platform bans real-world prostitution, as well as extreme or illegal content, and requires everyone who shows up on camera to verify they’re 18 or older by sending in a video selfie showing them holding a government-issued ID.

OnlyFans operates as a neutral marketplace, with no ads, trending topics or recommendation algorithms, placing few limitations on what creators can sell but also making it necessary for them to market themselves or fade away.

After sending other creators’ agents their money over PayPal, Adams’s ad workers send suggestions over the messaging app Telegram on how Bryce should be marketed, depending on the clientele. OnlyFans models whose fans tend to prefer the “girlfriend experience,” for instance, are told to talk up her authenticity: “Bryce is a real, fit girl who wants to get to know you

Like most platforms, OnlyFans suffers from a problem of incredible pay inequality, with the bulk of the profits concentrated in the bank accounts of the lucky few.

the top 1 percent of accounts made 33 percent of the money, and that most accounts took home less than $145 a month

Watching their partner have sex with someone else sometimes sparked what they called “classic little jealousy issues,” which Adams said they resolved with “more communication, more growing up.” The money was just too good. And over time, they adopted a self-affirming ideology that framed everything as just business. Things that were tough to do but got easier with practice, like shooting a sex scene, they called, in gym terms, “reps.” Things one may not want to do at first, but require some mental work to approach, became “self-limiting beliefs.”

They started hiring workers through friends and family, and what was once just Adams became a team effort, in which everyone was expected to workshop caption and video ideas. The group evaluated content under what Brian, who is 31, called a “triangulation method” that factored their comfort level with a piece of content alongside its engagement potential and “brand match.” Bryce the person gave way to Bryce the brand, a commercialized persona drafted by committee and refined for maximum marketability.

One of the operation’s most subtly critical components is a piece of software known as “the Tool,” which they developed and maintain in-house. The Tool scrapes and compiles every “like” and view on all of Adams’s social network accounts, every OnlyFans “fan action” and transaction, and every text, sext and chat message — more than 20 million lines of text so far.

It houses reams of customer data and a library of preset messages that Adams and her chatters can send to fans, helping to automate their reactions and flirtations — “an 80 percent template for a personalized response,” she said.

And it’s linked to a searchable database, in which hundreds of sex scenes are described in detail — by price, total sales, participants and general theme — and given a unique “stock keeping unit,” or SKU, much like the scannable codes on a grocery store shelf. If a fan says they like a certain sexual scenario, a team member can instantly surface any relevant scenes for an easy upsell. “Classic inventory chain,” Adams said.

The systemized database is especially handy for the young women of Adams’s chat team, known as the “girlfriends,” who work at a bench of laptops in the gym’s upper loft. The Tool helped “supercharge her messaging, which ended up, like, 3X-ing her output,” Brian said, meaning it tripled.

Keeping men talking is especially important because the chat window is where Adams’s team sends out their mass-message sales promotions, and the girlfriends never really know what to expect. One girlfriend said she’s had as many as four different sexting sessions going at once.

Adams employs a small team that helps her pay other OnlyFans creators to give away codes fans can use for free short-term trials. The team tracks redemption rates and promotional effectiveness in a voluminous spreadsheet, looking for guys who double up on discount codes, known as “stackers,” as well as bad bets and outright fraud.

Many OnlyFans creators don’t offer anything explicit, and the site has pushed to spotlight its stable of chefs, comedians and mountain bikers on a streaming channel, OFTV. But erotic content on the platform is inescapable; even some outwardly conventional creators shed their clothes behind the paywall

Creators with a more hardcore fan base, meanwhile, are told to cut to the chase: “300+ sex tapes & counting”; “Bryce doesn’t say no, she’s the most wild, authentic girl you will ever find.”

The $18 an hour she makes on the ad team, however, is increasingly dwarfed by the money Leigh makes from her personal OnlyFans account, where she sells sex scenes with her boyfriend for $10 a month. Leigh made $92,000 in gross sales in July, thanks largely to revenue from new fans who found her through Adams or the bikini videos Leigh posts to her 170,000-follower TikTok account

“This is a real job. You dedicate your time to it every single day. You’re always learning, you’re always doing new things,” she said. “I’d never thought I’d be good at business, but learning all these business tactics really empowers you. I have my own LLC; I don’t know any other 20-year-old right now that has their own LLC.”

The team is meeting all traffic goals, per their internal dashboard, which showed that through the day on a recent Thursday they’d gained 2,221,835 video plays, 19,707 landing-page clicks, 6,372 new OnlyFans subscribers and 9,024 new social-network followers. And to keep in shape, Adams and her boyfriend are abiding by a rigorous daily diet and workout plan

They eat the same Chick-fil-A salad at every lunch, track every calorie and pay a gym assistant to record data on every rep and weight of their exercise.

But the OnlyFans business is competitive, and it does not always feel to the couple like they’ve done enough. Their new personal challenge, they said, is to go viral on the other platforms as often as possible, largely through jokey TikTok clips and bikini videos that don’t give away too much.

the host told creators this sales-funnel technique was key to helping build the “cult of you”: “Someone’s fascination will become infatuation, which will make you a lot of money.”

Adams’s company has worked to reverse engineer the often-inscrutable art of virality, and Brian now estimates Adams makes about $5,000 in revenue for every million short-form video views she gets on TikTok.

Her team has begun ranking each platform by the amount of money they expect they can get from each viewer there, a metric they call “fan lifetime value.” (Subscribers who click through to her from Facebook tend to spend the most, the data show. Facebook declined to comment.)

The younger workers said they see the couple as mentors, and the two are constantly reminding them that the job of a creator is not a “lottery ticket” and requires a persistent grind. Whenever one complains about their lack of engagement, Brian said he responds, “When’s the last time you posted 60 different videos, 60 days in a row, on your Instagram Reels?”

But some have taken to it quite naturally. Rayna Rose, 19, was working last year at a hair salon, sweeping floors for $12 an hour, when an old high school classmate who worked with Adams asked whether she wanted to try OnlyFans and make $500 a video.

Rose started making videos and working as a chatter for $18 an hour but recently renegotiated her contract with Adams to focus more on her personal OnlyFans account, where she has nearly 30,000 fans, many of whom pay $10 a month.

One recent evening this summer, Adams was in the farm’s gym when her boyfriend told her he was headed to their guest room to record a collab with Rose, who was wearing a blue bikini top and braided pigtails.

“Go have fun,” Adams told them as they walked away. “Make good content.” The 15-minute video has so far sold more than 1,400 copies and accounted for more than $30,000 in sales.

Rose said she has lost friends due to her “lifestyle,” with one messaging her recently, “Can you imagine how successful you would be if you studied regularly and spent your time wisely?”

The message stung but, in Rose’s eyes, they didn’t understand her at all. She feels, for the first time, like she has a sense of purpose: She wants to be a full-time influencer. She expects to clear $200,000 in earnings this year and is now planning to move out of her parents’ house.

“I had no idea what I wanted to do with my life. And now I know,” she said. “I want to be big. I want to be, like, mainstream.”

The transformation of social media into mass media is largely because the rise of TikTok has demonstrated to every social-media company on the planet that people still really like things that can re-create the experience of TV

Advertisers also like things that function like TV, of course—after all, people are never more suggestible than when lulled into a sort of anesthetized mindlessness.

In this future, people who are good at making content with high production values will thrive, as audiences and tech company algorithms gravitate toward more professional content.

On these formerly-social platforms, whether content is coming from creators with better equipment and more skills, or Hollywood studios testing the waters, hardly matters. In the end, it will all look remarkably similar to the consumer.

It will look

like flipping through cable channels does, only our thumb on the remote has been replaced by our thumb on the screen of our phone, swiping from one TikTok, YouTube Short, or Instagram Reel to the next.

A telling indicator is the rise of a new kind of entertainment professional—the “creator.”

A creator is anyone who records or makes something that can go viral on the internet

TikTok is now more popular than Netflix among consumers younger than 35,

While YouTube and TikTok have always been about video, just about every other social-media platform that wants to keep people engaged is emphasizing it more than ever, so that’s what creators have to make,

His agency gets involved with creators and musicians at the earliest stages of their careers, helping them plan content, update their style, understand what the algorithms of different platforms demand, and connecting them with potentially lucrative brand deals

. Even more telling: In first place is YouTube, the original online TV analog.

Where attention flows, money—and content—must also. In 2023 brands will spend an estimated $6 billion on marketing through influencers—a subspecies of creators

Globally, the total addressable market for this kind of marketing is currently $250 billion

Then there is a new generation of shows that are going straight to TikTok, bypassing even streaming services

In the wake of the success of YouTube and TikTok, Facebook, Instagram, and even LinkedIn are all pushing more and more content made by professionals into our feeds,

In order to quantify how TikTok has mastered the art of discerning our interests and feeding us the most compelling possible content, Faltesek, of Oregon State University, conducted a two-year project to study exactly what kind of content TikTok pushes

With a team of students, he created dozens of fresh TikTok user accounts that didn’t like or interact with content in any way—they just let the algorithm play one video after another.

At the end of this exhaustive process of gathering data on TikTok’s algorithm, the conclusion became obvious, says Faltesek. “TikTok is television. It flips channels like TV, it provides a flow like TV.”

By this logic, Instagram’s move to copy TikTok, which is in turn encroaching on the turf of YouTube by allowing longer videos, and the increasing dominance of professional content on all three, means they’re all turning into TV. Even Threads, the new offering from Facebook parent company Meta, is fast becoming a broadcast medium for news, as Twitter was before it.

In every case, the structure of social networks has become one in which a handful of accounts create most of the content that others see, and the role of everyone else on the network is, primarily, to amplify and consume that content,

Some, like Magana, believe we’ll eventually see an ever more complete blending of what were once “social” platforms with the traditional television networks and even film studios.  

aren’t convinced they’ll eat the rest of the entertainment industry. “It’s hard to say this kind of short-form video will be the only kind of TV,” she reflects. “A long time ago, the internet became the new thing, but we still have the other forms on television, and scripted streaming shows. It’s almost like this is just another avenue for that—of watching shows and movies on your phone.”

“People have faced higher prices and that is difficult, but that doesn’t explain why people have not cut back,” she said of a phenomenon known as revealed preference. “They have spent as if they see nothing but good times in front of them. So why are their actions so out of whack with their words?”

Many said their own finances were good enough — they had jobs, owned houses, made ends meet. But they felt as if they were “just getting by,” with “nothing left over.” Many felt angry and anxious over prices and the pandemic and politics.

Also, economists said, wages have increased alongside prices. Real median earnings for full-time workers are slightly higher than at the end of 2019, and for many low earners, their raises have outpaced inflation. But it’s common for people to think about prices at face value, rather than relative to their income, a habit economists call money illusion.

“The pandemic shattered a lot of illusions of control,” Professor Stevenson said. “I wonder how much that has made us more aware of all the places we don’t have control, over prices, over the housing market.”

Inflation weighed heavily on voters — nearly all of them mentioned frustration at the price of something they buy regularly.

Consumer prices were up 3.2 percent in October from the year before, a decline in the year-over-year inflation rate from more than 8 percent in mid-2022. But inflation “casts a long shadow on how people evaluate things,” said Lawrence Katz, an economist at Harvard. Some people may expect prices to return to what they were before — something that rarely happens

Those feelings may be driving attitudes about the economy, economists speculated, sounding more like their colleagues from another branch of social science, psychology.

Younger people — who were a key to President Biden’s win in 2020 but showed less support for him in the new poll — had concerns specific to their phase of life. In the poll, 93 percent of them rated the economy unfavorably, more than any other age group.

“Everyone thinks a wage increase is something they deserve, and a price increase is imposed by the economy on them,” Professor Katz said.

There’s a sense that it’s become harder to achieve the things their parents did, like buying a home. Houses are less affordable than at the height of the 2006 bubble, and less than half of Americans can afford one.

“More than likely, half my income will go toward rent,” he said. “I was really hoping on that student loan forgiveness.”

Yet overall, economists said, data shows that more people are quitting jobs to start better ones, moving to more desirable places because they can work remotely, and starting new businesses.

He said he makes almost $80,000, serving in the military and working as a DoorDash deliverer, yet feels he had more spending money a decade ago, when he was two pay grades lower.

he uncertainty Mr. Blanck and Ms. Linn share about the future ran through many voters’ stories, darkening their economic outlook.

“The degree of volatility that we’ve experienced from different events — from the pandemic, from inflation — leaves them not confident that even if objectively good things are going on, it’s going to persist,”

In response to the pandemic, the United States built an extensive welfare state, and it has since been dismantled. While wealth has increased for families across the income spectrum, data shows, and there are indications that inequality could be shrinking, the changes have been small relative to decades of growing inequality, leading to a sense for some that the system is rigged.

“When things are going well, that means rich people are getting richer and all of us are pretty much second,” said Manuel Zimberoff, 26, a manufacturing engineer in Philadelphia. “And if things are going poorly, rich people are still getting richer, and all of us are screwed.”

For roughly two decades, partisanship has increasingly been correlated with views about the economy: Research has shown that people rate the economy more poorly when their party is not in power. Nearly every Republican in the poll rated the economy unfavorably, and 59 percent of Democrats did.

He brought up U.S. funding in Ukraine and the Middle East. He wanted to know: Is that the reason our economy is “slowing down?” He wasn’t sure, but he thought it might be. He plans to vote for “the Republican, any Republican,” he said. “Democrats have disappointed me.”

The Atlanta Journal-Constitution also reported that one of its political reporters who covered the 2020 election, Greg Bluestein, has been told he should expect to receive a subpoena. The newspaper's managing editor, Shawn McIntosh, has said they would try to have any subpoena for Bluestein dismissed. She did not immediately respond to CNN's request for comment.CNN's Ryan Nobles contributed to this report.

Andrew Adams, a federal prosecutor leading the task force, said in an interview that “targeting people who make their living by providing a means for money laundering is a key priority.”

Along with the Amadea, Imperial Yachts oversaw the construction of the Scheherazade, a $700 million superyacht that U.S. officials say is linked to Mr. Putin, and the Crescent, which the Spanish police believe is owned by Igor Sechin, chairman of the state-owned oil giant Rosneft.

Mr. Timchenko and his partners designed the Scheherazade — seized in early May by the Italian police — as a gift for Mr. Putin’s use, according to the assessment. Together, the three vessels may have cost as much as $1.6 billion, enough to buy six new frigates for the Russian navy.

But U.S. officials are not buying such explanations. Elizabeth Rosenberg, the assistant secretary for terrorist financing and financial crimes at the Treasury Department, said it was the responsibility of people in the yacht services industry to avoid doing business with people under sanctions.“And if you do,” she said, “you yourself will be subject to sanctions.”

Mr. Kochman, 41, got his start in the yacht business in Russia in 2001, the year after Mr. Putin took power, selling Italian-made yachts.

“We grow with our clients like parents with babies,

We buy your yachts and you buy our gas,”

“The client may be fully immersed in the project, he might not be,” he said in a phone interview. “I channel everything through Mr. Kochman.”

“We are not currently working with anyone on the sanctions list and we have shared all requested information with the authorities, with whom we continue to work,” the spokesman said in an email.

But according to U.S. investigators, Imperial Yachts brokered the sale of the Amadea late last year to Suleiman Kerimov, a Russian government official and billionaire investor who has been on the U.S. sanctions list since 2018. He was among a group of seven oligarchs who the American officials said “benefit from the Putin regime and play a key role in advancing Russia’s malign activities.”

Mr. Clark, the lawyer for Imperial Yachts, said the company “would never knowingly create structures to hide or conceal ownership, nor would we knowingly broker deals to sanctioned individuals.”

One thing is clear, according to the U.S. task force: Members of Mr. Kerimov’s family were on board the Amadea earlier this year, based on investigators’ interviews with crew members, reviews of emails between the ship and Imperial, and other documents from the superyacht including copies of passports.

The cast of characters restoring Villa Altachiara to its former glory is familiar. Mr. Kochman’s BLD Management is supervising the project. Mr. Gey is helping to oversee the local and international artisans restoring the interior of the mansion. Yachtline 1618, an Italian high-end carpentry company that has worked on Imperial Yachts projects, is also involved.

Locals have never seen Mr. Khudainatov. Mariangela Canale, owner of the town’s 111-year-old bakery, said she was worried that Portofino would become a place where the homes were mere investments, owned by wealthy people who rarely visited, and the community would lose its soul. “Even the richest residents have always come for a chat or to buy my focaccia bread with their children, or have dinner in the piazza,” she said. “They live with us.”

“Everything is under very strict nondisclosure agreements,” Mr. Gey said. “It’s a standard in the industry.”He added, “It’s not like there is something to hide.”

Almost immediately I saw that its main problem wasn’t the children. This was a book about how women in corporate America could—and should—strive to get the most money and the most power. But where should they seek such power? In the crackling hellfire of C-suite America.

During her 14 years at the company, she’s done so much damage to our society that we may never recover. The simple truth is that you cannot simultaneously dedicate yourself to making untold fortunes for a giant corporation and to championing a social good.

Amy’s a bitch, but an honest bitch,” one man said about her. If I ever write one of these books, I’ll call it A Few Honest Bitches, and explain that if we can get the right kind of women inside these places, we might be able to burn them down.

Why were the progressive worlds of publishing and journalism embracing this junk as some kind of giant step toward equality? It will surely go down in history as one of white feminism’s greatest achievements.

Sandberg invoked the name Goldman Sachs multiple times—in a good way. Mind you, this book was published five years after that despicable outfit played a major role in almost bankrupting the country.

There we were: suckers, lambs to the slaughter. It didn’t even occur to us that all of that information wasn’t “safe.” We didn’t want it to be safe! We wanted our long-lost friends from Brownie Troop 347 to be able to find us! When we realized what we’d done, it was already too late.

“We made mistakes and I own them,” Sandberg eventually said about the Cambridge Analytica scandal. “They are on me.” The impression was of radical transparency, a Harry Truman of the C-suite: The buck stops here.

But according to The New York Times, the buck was about to embark on an Oh, the Places You’ll Go! journey to the bottom of the Earth.

Huge corporations are never, ever on the side of the people. You can’t take your eyes off of them for a second, because any time you look away, they’ll do terrible things

Today’s young people have been forced to learn that old lesson, because they are the inheritors of 40 years of corporate greed, private equity’s smash and grab, bank deregulation, and the collusion of the very rich and the U.S. government to squeeze every penny it can from the middle class and move it into the counting houses of billionaires. They know the game isn’t rigged against them; they know the game was lost long before they were born.

Corporations are now faced with labor shortages, and there are rumblings from the owner class about the demise of the great American work ethic. But corporations are the ones who killed it

Young people today know that work is not your life; it’s how you pay for your life. It’s an exchange of money for labor, and they are not interested in devoting a jot of extra energy to jobs that pay minimum wage and offer no health insurance or savings plan, for employers who show no loyalty to their workers.

I’ve heard a number of young people lately say they won’t have children because of the climate crisis. That’s a tremendous sacrifice and a principled position

A Pew Research Center survey from November found that 44 percent of adults without kids say that they probably won’t have any, up from 37 percent in 2018, the last time Pew asked the question

here’s the thing. Ask any older person when the happiest time in their life was, and they will always, always say it was when their children were young.

There is no greater joy in this life than having a baby. Here is a person who has been uniquely designed to love you. And here is Goldman Sachs.

An aperiodic tiling displays no such “translational symmetry,” and mathematicians have long sought a single shape that could tile the plane in such a fashion. This is known as the einstein problem.

“I’m always messing about and experimenting with shapes,” said Mr. Smith, 64, who worked as a printing technician, among other jobs, and retired early. Although he enjoyed math in high school, he didn’t excel at it, he said. But he has long been “obsessively intrigued” by the einstein problem.

now a new paper — by Mr. Smith and three co-authors with mathematical and computational expertise — proves Mr. Smith’s discovery true. The researchers called their einstein “the hat,

“The most significant aspect for me is that the tiling does not clearly fall into any of the familiar classes of structures that we understand.”

black and white squares also can make weird nonperiodic patterns, in addition to the familiar, periodic checkerboard pattern. “It’s really pretty trivial to be able to make weird and interesting patterns,” he said. The magic of the two Penrose tiles is that they make only nonperiodic patterns — that’s all they can do.“But then the Holy Grail was, could you do with one — one tile?” Dr. Goodman-Strauss said.

Sir Roger found the proofs “very complicated.” Nonetheless, he was “extremely intrigued” by the einstein, he said: “It’s a really good shape, strikingly simple.”

When in November he found a tile that seemed to fill the plane without a repeating pattern, he emailed Craig Kaplan, a co-author and a computer scientist at the University of Waterloo.

The simplicity came honestly. Mr. Smith’s investigations were mostly by hand; one of his co-authors described him as an “imaginative tinkerer.”

“It was clear that something unusual was happening with this shape,” Dr. Kaplan said. Taking a computational approach that built on previous research, his algorithm generated larger and larger swaths of hat tiles. “There didn’t seem to be any limit to how large a blob of tiles the software could construct,”

The first step, Dr. Kaplan said, was to “define a set of four ‘metatiles,’ simple shapes that stand in for small groupings of one, two, or four hats.” The metatiles assemble into four larger shapes that behave similarly. This assembly, from metatiles to supertiles to supersupertiles, ad infinitum, covered “larger and larger mathematical ‘floors’ with copies of the hat,” Dr. Kaplan said. “We then show that this sort of hierarchical assembly is essentially the only way to tile the plane with hats, which turns out to be enough to show that it can never tile periodically.”

some might wonder whether this is a two-tile, not one-tile, set of aperiodic monotiles.

Dr. Goodman-Strauss had raised this subtlety on a tiling listserv: “Is there one hat or two?” The consensus was that a monotile counts as such even using its reflection. That leaves an open question, Dr. Berger said: Is there an einstein that will do the job without reflection?

“the hat” was not a new geometric invention. It is a polykite — it consists of eight kites. (Take a hexagon and draw three lines, connecting the center of each side to the center of its opposite side; the six shapes that result are kites.)

“It’s likely that others have contemplated this hat shape in the past, just not in a context where they proceeded to investigate its tiling properties,” Dr. Kaplan said. “I like to think that it was hiding in plain sight.”

Incredibly, Mr. Smith later found a second einstein. He called it “the turtle” — a polykite made of not eight kites but 10. It was “uncanny,” Dr. Kaplan said. He recalled feeling panicked; he was already “neck deep in the hat.”

Dr. Myers, who had done similar computations, promptly discovered a profound connection between the hat and the turtle. And he discerned that, in fact, there was an entire family of related einsteins — a continuous, uncountable infinity of shapes that morph one to the next.

this einstein family motivated the second proof, which offers a new tool for proving aperiodicity. The math seemed “too good to be true,” Dr. Myers said in an email. “I wasn’t expecting such a different approach to proving aperiodicity — but everything seemed to hold together as I wrote up the details.”

Mr. Smith was amazed to see the research paper come together. “I was no help, to be honest.” He appreciated the illustrations, he said: “I’m more of a pictures person.”

Their policies tend to please no one; it’s a common refrain that antipathy toward Big Tech companies is one of the few truly bipartisan issues

You can just feel it, the cumulative weight of this stagnation, in the tech that most of us encounter every day. The act of scrolling past the same dumb ad to peer at the same bad news on the same glass screen on the same social network: This is the stuck future. There is a sense that we have reached the end of the internet, and no one wants to be left holding the bag

There’s a palpable exhaustion with the whole enterprise, with the men who set out to build the future or at least get rich, and who accomplished only one and a half of those things.

YouTube, meanwhile, is facing many of the same policy quagmires as Facebook and Twitter, especially when it comes to content moderation—and similarly failing to meaningfully address them.

It’s not just social media that’s in decline, already over, or worse.

As its mighty iPhone sales figures have plateaued and its business has grown more conservative—it hasn’t released a culturally significant new product line since 2016’s AirPods—Apple has begun to embrace advertising.

as Google has consolidated its monopoly, the quality of its flagship search product has gotten worse. Result pages are cluttered with ads that must be scrolled through in order to find the “‘organic”’ items, and there’s reason to think the quality of the results has gotten worse over time as well.

The big social networks are stuck. And there is little profit incentive to get them unstuck. That, after all, would require investing heavily in content moderators, empowering trust and safety teams, and penalizing malicious viral content that brings in huge traffic.

What a grim outcome for the internet, where the possibilities were once believed to be endless and where users were promised an infinite spectrum of possibility to indulge their creativity, build robust communities, and find their best expression, even when they could not do so in the real world

Big Tech, of course, never predicated its business models on enabling any of that, though its advertising and sloganeering may have suggested otherwise. Rather, companies’ ambitions were always focused on being the biggest: having the most users, selling the most devices, locking the most people into their walled gardens and ecosystems. The stuckness we’re seeing is the result of some of the most ambitious companies of our generation succeeding wildly yet having no vision beyond scale—no serious interest in engaging the civic and social dimensions of their projects.

Blend these factors — a desire for escape from our virtual lives; bidding as fast as pushing a button; and the promotion of new collecting fields like outdated technology devices — and you have Heritage Auctions in Dallas.

Heritage is a whirlwind of activity, of passion, of hype, constantly trying new ways of enticing people to own something beautiful and useless. Ninety-one million Americans, according to U.S. Census Bureau surveys, are having trouble paying household bills. Everyone else is a potential bidder.

Twenty years ago, Heritage had four categories: coins, comics, movie posters and sports. Now it has more than 50, which generated revenue of $1.4 billion last year. Everything, at least in theory, is collectible.

“We don’t question the value or legitimacy of a particular subject matter relative to outmoded norms,” Mr. Benesh said. “We’re not here to tell you what’s worthwhile. The marketplace will tell you. The bidders” — Heritage has 1.6 million — “will tell you.”

In mid-2020, the privately held company moved to a 160,000-square-foot building by Dallas-Fort Worth International Airport, doubling the size of its former headquarters. Hundreds of specialists, most of them collectors themselves, prepare hundreds of thousands of items for bids here — researching, photographing, writing catalog copy.

The problem is, older historical items that were previously unknown are becoming rare. Every barn, basement and attic has been ransacked for treasures. New items related to Washington or Lincoln, for instance, are nearly impossible to find.