Technology Essay: ‘The Unbelievable Scale Of AI’s Pirated-Books Problem’

THE ATLANTIC (March 20, 2025):

When employees at Meta started developing their flagship AI model, Llama 3, they faced a simple ethical question. The program would need to be trained on a huge amount of high-quality writing to be competitive with products such as ChatGPT, and acquiring all of that text legally could take time. Should they just pirate it instead?

Meta employees spoke with multiple companies about licensing books and research papers, but they weren’t thrilled with their options. This “seems unreasonably expensive,” wrote one research scientist on an internal company chat, in reference to one potential deal, according to court records. A Llama-team senior manager added that this would also be an “incredibly slow” process: “They take like 4+ weeks to deliver data.” In a message found in another legal filing, a director of engineering noted another downside to this approach: “The problem is that people don’t realize that if we license one single book, we won’t be able to lean into fair use strategy,” a reference to a possible legal defense for using copyrighted books to train AI.

‘…generative-AI chatbots are presented as oracles that have “learned” from their training data and often don’t cite sources (or cite imaginary sources). This decontextualizes knowledge, prevents humans from collaborating, and makes it harder for writers and researchers to build a reputation and engage in healthy intellectual debate.”

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One of the biggest questions of the digital age is how to manage the flow of knowledge and creative work in a way that benefits society the most. LibGen and other such pirated libraries make information more accessible, allowing people to read original work without paying for it. Yet generative-AI companies such as Meta have gone a step further: Their goal is to absorb the work into profitable technology products that compete with the originals. Will these be better for society than the human dialogue they are already starting to replace?

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Alex Reisner is a contributing writer at The Atlantic.

The Unbearable Weight Of The Literary Canon

THE NEW STATESMAN MAGAZINE (March 19, 2025):

Nick Guest, from Alan Hollinghurst’s The Line of Beauty, is a consummate English protagonist: both an insider and an outsider, embarrassed by his provincial past, unsteady on his feet among the upper echelons of society, open in his distaste for the elite while desperate to be one of them. He has just graduated from Oxford with a first in English literature, and finds himself in the private library of Lord Kessler for a glittering moment of mid-bourgeois insecurity. Feeling “disqualified by his complete ignorance of money and aesthetic prejudice” Nick muses on his literary horizons: “Sometimes his memory of books he pretended to have read became almost as vivid as that of books he had read and half-forgotten.”

I haven’t pretended to have read something since I got caught out at college by a teacher over Aristotle’s Physics, Volume II. (Extraordinarily hard to blag your way through that one.) Still, I am sympathetic to Nick’s instincts. He is well read, and mildly anxious to admit to Kessler that he doesn’t know so much about the Victorian novelist Anthony Trollope. In the centuries-deep Western literary canon, Trollope might be a defensible blind spot for a 21-year-old. But in a universe in which Nick cannot signal aristocratic insideriness (he is from a run-of-the-mill market town) nor impress with wealth (his father is an antiques salesman), the literary realm has to suffice as his key-card to the British elite. The sound you hear is me cracking the spine of The Way We Live Now with studied determination.

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 But there are more antagonists than ever to contend with: the internet, performative anti-intellectualism, suspicion of intellectual ambition. I suspect the solution is to accept these forces exist and to carry on anyway, as though the ghost of Harold Bloom is haunting me: come on, young lady, Ulysses will not read itself!  

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Finn McRedmond is a commissioning editor and writer at the New Statesman.

Ideas: ‘Buy, Borrow, Die’

THE ATLANTIC MAGAZINE (March 17, 2025):

America’s superrich have always found ways to avoid paying taxes, but in recent years, they’ve discovered what might be the mother of all loopholes. It’s a three-step process called “Buy, Borrow, Die,” and it allows people to amass a huge fortune, spend as much of it as they want, and pass the rest—untaxed—on to their heirs. The technique is so cleverly designed that the standard wish list of progressive tax reforms would leave it completely intact.

Step one: buy. The average American derives most of their disposable income from the wages they earn working a job, but the superrich are different. They amass their fortune by buying and owning assets that appreciate. Elon Musk hasn’t taken a traditional salary as CEO of Tesla since 2019; Warren Buffett, the chair of Berkshire Hathaway, has famously kept his salary at $100,000 for more than 40 years. Their wealth consists almost entirely of stock in the companies they’ve built or invested in. The tax-law scholars Edward Fox and Zachary Liscow found that even when you exclude the 400 wealthiest individuals in America, the remaining members of the top 1 percent hold $23 trillion in assets.

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In theory, a democratic system, operating on behalf of the majority, should be able to respond by making adjustments that force the rich to pay their fair share. But in a world where money readily translates to political power, voice, and influence, the superrich have virtually endless resources at their disposal to make sure that doesn’t happen. To make society more equal, you need to tax the rich. But to tax the rich, it helps for society to be more equal.

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Rogé Karma is a staff writer at The Atlantic.

Review: Graydon Carter’s Wild Ride Through A Golden Age Of Magazines

THE NEW YORKER MAGAZINE (March 15, 2025):

Style is said to be singular, which makes it difficult to define. It is personal, though its appreciation can be broad, and it is not the same as fashion—many people hold the terms to be opposed. Generally speaking, it rises from confidence in being one thing and not another, and in knowing when to join and when to pull back from the pack. The great promulgator of style, through much of the previous century, was the editor of magazines.

Across the twentieth century, New York magazines were powerful convening spaces—not just for readers but for journalists, artists, photographers, and literary writers. 

Graydon Carter, a former editor of Spy, the New York Observer, and Vanity Fair, has been held up over the years as a force of style, both in his personal life (he dresses well) and in his expansive vision of creative work. At Vanity Fair, Carter gave the movie industry a layer of polish and championed a particular idea of the good life—affluent and lush, yet seriously engaged in the world. As a New York restaurateur, he helped to promote a certain kind of refined dining: intimate, convivial, and bound to specific neighborhoods. And, as a power player, he remains a background impresario, helping to launch movies, shape events, and assemble people. All these activities are exercises in style, and all, in his telling, grew from his editorial work during an especially prosperous and thrilling era in American magazines. That era is the subject of the memoir “When the Going Was Good: An Editor’s Adventures During the Last Golden Age of Magazines” (Penguin Press), which Carter has written with the ghostwriter James Fox.

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Commercial culture and electoral politics share a basic truth: people want to feel a little rich, a little powerful. They want to brush against magic and mystery—rooms within rooms—and to move through a surprising, expansive world. Over the years, so many creative enterprises have been stripped of these qualities, leaving them lustreless and diminished. The paths of people like Carter are a measure of the golden age lost. But their memories are proof of the promise that remains. ♦

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Nathan Heller began contributing to The New Yorker in 2011 and joined the magazine as a staff writer in 2013.

The Evils Of Rationalism

COMMENTARY MAGAZINE (March 14, 2025):

Late last year, when Luigi Mangione was arrested and charged with the murder of United Healthcare CEO Brian Thompson, something unexpected happened: A lot of people praised him for his actions, elevating Mangione to the status of secular saint for gunning down a man in cold blood. Both on social-media platforms, where he was hailed as a folk hero, and in person outside the New York City courthouse where dozens if not hundreds of supporters waved “Free Luigi” signs, a disturbingly large number of people seemed to be in agreement with Mangione’s claim, in the three-page manifesto found among his belongings, that “frankly, these parasites simply had it coming.”

Mangione’s views aren’t simply run-of-the-mill anti-capitalist rantings. They are grounded in part in the principles of the so-called Rationalist movement. Like many Rationalist (also called Gray Tribe) enthusiasts, Mangione is from a wealthy family, has an advanced degree, and has worked in the tech industry. He shares with the Gray Tribe an obsession with AI and some of ideas that the progression of artificial intelligence has brought to the fore.

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Similarly, a culture that embraces the idea that anything is fluid—even one’s own physical body or biological sex or even one’s reality—has a hard time making the case for limits. What comes to take the place of that case is an understanding of the world that says a man can become a hero for fatally shooting someone he doesn’t even know on a New York City street corner. Right now, it may go by the name of Rationalism, but it’s something older and deeper and more terrifying.

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Christine Rosen is a senior fellow at the American Enterprise Institute.

A New Scientific Field Is Recasting Who We Are And How We Got That Way

THE NEW YORK TIMES (March 13, 2025) By Dalton Conley

An illustration, in shades of brown and neon green, of a woman in a forest whose long flowing hair merges into the double helix of a DNA molecule.

Since Sir Francis Galton coined the phrase “nature versus nurture” 150 years ago, the debate about what makes us who we are has dominated the human sciences.

Do genes determine our destiny, as the hereditarians would say? Or do we enter the world as blank slates, formed only by what we encounter in our homes and beyond? What started as an intellectual debate quickly expanded to whatever anyone wanted it to mean, invoked in arguments about everything from free will to race to inequality to whether public policy can, or should, level the playing field.

Today, however, a new realm of science is poised to upend the debate — not by declaring victory for one side or the other, nor even by calling a tie, but rather by revealing they were never in opposition in the first place. Through this new vantage, nature and nurture are not even entirely distinguishable, because genes and environment don’t operate in isolation; they influence each other and to a very real degree even create each other.

The new field is called sociogenomics, a fusion of behavioral science and genetics that I have been closely involved with for over a decade. Though the field is still in its infancy, its philosophical implications are staggering. It has the potential to rewrite a great deal of what we think we know about who we are and how we got that way…


And my son’s future? It won’t be fated by a biological FICO score, even if it will be subtly guided by his genes as they shape his environmental path through life. It’ll be an unpredictable, surprising choose your own adventure — just as it should be.

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Dr. Conley is the author of “The Social Genome: The New Science of Nature and Nurture.”

Economics: It’s Time To Get Rid Of “Capitalism”

MODERN AGE – A CONSERVATIVE REVIEW (March 12, 2025):

The term “capitalism” is past its sell-by date. Why? It means too many things to too many different people to be useful. 

For some conservatives, capitalism is central to our American identity. This is despite the fact that none of the Founders had ever heard the term, which was not invented until 1850: James Madison, for example, advocated laws that “without violating the rights of property, reduce extreme wealth towards a state of mediocrity.”  

For the followers of Karl Marx, capitalism is an economic system that, while having unleashed great productive forces, relies on the exploitation of workers by a class of capitalists, who capture all the workers’ “surplus value” and put it in their own pockets. For Ayn Rand and her followers, however, capitalism is an “unknown ideal,” which could possibly come about if the government completely refrained from economic interventions. 

The market is an engine of great economic efficiency, but it is fundamentally amoral: No demonstration of the economic efficacy of market transactions can tell us if there are things that should not be bought or sold because allowing mere private demand for them to determine their availability is destructive for society as a whole.


If we recognize that all the complex societies embody some combination of markets and governmental creation of conditions that permit, ban, or encourage some sorts of market transactions, we might be able to embark on a more serious discussion of these matters, instead of continuing to bloviate about “capitalism.” 

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Gene Callahan is the author of Economics for Real People: An Introduction to the Austrian School and Oakeshott on Rome and America. He teaches computer science at NYU.

Review: ‘Hope, Despair And Retreat In An Unquiet Age’

TIMES LITERARY SUPPLEMENT (March 13, 2025):

Three years before he vowed, in “Carrion Comfort”, not to feast on despair, the poet Gerard Manley Hopkins grieved the physical decay of growing old: “And wisdom is early to despair: / Be beginning; since, no, nothing can be done / … So be beginning, be beginning to despair”. We age, decline and die, like everyone we love.

Yet despair is not, to put it mildly, a popular stance. In his “Sonnets of Desolation”, Hopkins fought against it; and the poem that bids us despair was paired with verse consoled by “beauty’s self and beauty’s giver”, God. Forced to choose between optimism and pessimism, hope and despair, the well-adjusted opt for optimistic hope.

PESSIMISM, QUIETISM AND NATURE AS REFUGE by David E. Cooper

HOPEFUL PESSIMISM by Mara van der Lugt

Two recent books take issue with this upbeat orientation. Both defend pessimism, though to very different ends. Their arguments are timely. The past ten years have made it hard to be optimistic about humanity. We’ve squandered our best chance to confront the coming climate chaos – storms, droughts and famines that will mean suffering on a massive scale – and the looming crises of forced migration and resource scarcity have spawned reactionary nationalism, not solidarity. In the US, democracy is under threat. The damage will be difficult to repair: it’s easier to wreck trust and infrastructure than to build them up.

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Social Media: Instagram – Is Life Online Real?

YALE REVIEW (March 10, 2025)

Reality is a medium, and I’m thumbing through it. I’m on Instagram, where a video is a “Reel.” I land on an influencer who eats upsetting amounts of food and then runs until he has burned off all the calories. In this video, he eats eleven thousand calories of Taco Bell and then runs eighty-plus miles across thirteen-plus hours, posting a screenshot of his fitness tracker to prove it. He intersperses footage of himself on the toilet, audio included. He has posted dozens of videos using this formula. More than 140,000 people follow him.

What, exactly, is happening to me, my self, and my reality when I scroll on Instagram?

Without Instagram, I never would have seen something like this happen; in fact, it never would have happened at all. It’s a performance conducted by an individual but also the product of billions of human inputs. Our participation on social media as both creators and viewers trains the algorithms that organize their content, and these algorithms shape our tastes in turn. The influencers and the feeds they populate evolve together, recursively.


In the digital, reality, like scroll, becomes more verb than noun.

We are not even two decades into a vast, largely unregulated experiment in human psychology. This blur of experience, a composite of varied partial glimpses, is not something I or any of us evolved to digest. All these people, all these loops. I think of my baby nephew. Even in our one-to-one conversations on FaceTime, we inevitably shape his expectations of the real, setting a baseline for his neuroplastic brain that’s so tremendously different than mine. In the digital, reality, like scroll, becomes more verb than noun. Reality doesn’t merely exist; reality reels. My nephew will never know otherwise.

I’m haunted by that video of the runner. I thumb back up to find it, pop over to his profile. I see that in his more recent videos, he has begun challenging friends and strangers to eat-offs: a new shape for the performance. I’m grossed out and keep watching. I should know better, but I can’t help myself.

Jesse Damiani is a writer, curator, and foresight strategist. He hosts the Urgent Futures podcast and writes the Reality Studies newsletter.

Literature & Travel: ‘The Light And The Poverty’

LOS ANGELES REVIEW OF BOOKS (LARB):

ONE DAY IN SUMMER, I took in the washing from the balcony of my flat in Central Athens. Wildfires had been raging on the outskirts of the city and I didn’t want my sheets to smell like smoke. All day, I’d been receiving messages from the government urging me to stay inside—messages, too, from visitors in town on their way to or from the islands, friends and friends-of, urging me out for a drink or a meal.

I paused to take in the view: an abandoned lot and a litter of inbred, cross-eyed cats, a street devoid of people, save for tourists and the unhoused, and that gauzy, yellow sky which I have grown to associate with summer in Greece. I went back inside, shut the windows, and returned to work on this essay, which began with a question I posed a few months prior, in the WhatsApp group for Salad Days, a reading series I run with my wife and a Greek writer and translator: “In the last 10 years, have more Greek novels been translated into English, or have there been more novels written by foreigners but set in Greece?”

Over the course of a few hours, we traded titles back and forth, before tallying up the results (dated here by their appearance in English):

Greeks: Amanda Michalopolou’s God’s Wife (2019) and Why I Killed My Best Friend (2014); Christos Chrissopoulos’s The Parthenon Bomber (2017); and Christos Ikonomou’s Good Will Come from the Sea (2019) and Something Will Happen, You’ll See (2016) (short stories but close enough).

Foreigners: Rachel Cusk’s Outline (2014), Katie Kitamura’s A Separation (2017), Cara Hoffman’s Running (2017), Andrew Durbin’s Skyland (2020), Hanna Johansson’s Antiquity (2024).

Partial Credit: Deborah Levy’s August Blue (2023), Megan Nolan’s Acts of Desperation (2021), Emmanuel Carrère’s Yoga (2022), Andrew Lipstein’s Last Resort (2022), all of which are written by foreigners but contain key sections set in Greece.

We were surprised by the results of our admittedly inexhaustive survey: we knew few contemporary Greeks had made it into English, the linguistic coin of the realm (here and in the writing world more generally), but we’d been only dimly aware of quite how many foreigners had made it in into Greece.


There’s some graffiti near my house that reads, “Tourists Enjoy Your Stay in the Cemetery of Europe.” I think the next great Greek novel will be about tourism, the lifeblood of the country, which is making it very sick, about the “ugly human being[s]” who descend every year to watch the country burn. Us, in other words. And when it comes, I hope the world will take notice.

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Dominic Amerena is an Australian writer living in Greece. His debut novel I Want Everything will be published this summer.