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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.

Mr. Musk favors intense, one-on-one conversations — one person described a party conversation with him for 90 unbroken minutes about astrophysics.

Mr. Musk once acknowledged in an interview with Axel Springer’s chief executive, Mathias Döpfner, that he gets lonely; in a 2017 interview with Rolling Stone, he said that as a child he vowed to never be alone.

One obvious way that he staves off loneliness is using Twitter. Mr. Musk, who frequently responds to the many Regular Joe accounts that tweet at him, uses the service almost every day, in a way that suggests the website is an outlet not just for his ideas but for his emotions.

“I spent almost every day with Elon for five years — apart from family time, he spends nearly every waking hour working,” Mr. Teller said. “If your idea of fun is a long weekend of rocket engineering in a humid, sparsely populated corner of South Texas, then you should be jealous of Elon’s social life.”

Many of his closest friends are longtime investors in his companies and share his technical worldview and his geeky preoccupations. Mostly in their 40s and 50s, these friends often see Mr. Musk at quiet dinners in the private back rooms of restaurants — low-key affairs in which the conversation turns to subjects like science fiction or World War II fighter planes.

ebecca Eisenberg, a lawyer in Palo Alto, Calif., who was senior counsel at PayPal from 2001 to 2007, was catching up with Mr. Thiel, she said, when Mr. Musk broke into the conversation. According to Ms. Eisenberg, Mr. Musk expressed his opinion that China was likely to invade Taiwan and that the American workers at a new Taiwan-owned chip factory in Arizona would never be as skillful as their Taiwan counterparts. Mr. Thiel, meanwhile, was largely quiet.

“I have two teenagers and four pets,” Ms. Eisenberg said. “It seemed like Peter was the dominant dog, and Elon was trying to impress him.”

what the plan offered on paper is essentially what Putin — on the dangerous defensive after a raft of strategic miscalculations and mounting battlefield losses — is now trying to seize through sham referendums and illegal annexation. And Mariupol is shorthand for the horrors of his war, an occupied city in ruins after months of siege, its hulking steelworks spectral and silenced, countless citizens buried in mass graves.

Putin’s assault on Ukraine and his attack on American democracy have until now been treated largely as two distinct story lines.

Yet those two narratives came together that summer night at the Grand Havana Room. And the lesson of that meeting is that Putin’s American adventure might be best understood as advance payment for a geopolitical grail closer to home: a vassal Ukrainian state.

Even now, some influential voices in American politics, mostly but not entirely on the right, are suggesting that Ukraine make concessions of sovereignty similar to those contained in Kilimnik’s plan, which the nation’s leaders categorically reject.

This second draft of history emerges from a review of the hundreds of pages of documents produced by investigators for the special counsel, Robert S. Mueller III, and for the Republican-led Senate Select Committee on Intelligence; from impeachment-hearing transcripts and the recent crop of Russiagate memoirs; and from interviews with nearly 50 people in the United States and Ukraine, including four hourlong conversations with Manafort himself.

the persistent, surreptitious effort to bring the Mariupol plan to life. The plan was hardly the only effort to trade peace in Ukraine for concessions to Putin; many obstacles stood in its way. And its provenance remains unclear: Was it part of a Putin long game or an attempt by his ally, Yanukovych, to claw back power? Either way, the prosecutors who uncovered the plan would come to view it as potential payoff for the Russian president’s election meddling.

The examination also brings into sharper relief the tricks of Putin’s trade as he pressed his revanchist mission to cement his power by restoring the Russian empire and weakening democracy globally. He pursued that goal through the cunning co-optation of oligarchs and power brokers in the countries in his sights, while applying ever-evolving disinformation techniques to play to the fears and hatreds of their people.

Manafort, a political operative known for treating democracy as a tool as much as an idea.

he had achieved great riches by putting his political acumen to work for the country’s Kremlin-aligned oligarchs, helping install a government that would prove pliant in the face of Putin’s demand

Then he helped elect an American president whose open admiration of the Russian strongman muddied more than a half-century of policy promoting democracy.

In the end, Putin would not get out of a Trump presidency what he thought he had paid for, and democracy would bend but not yet break in both the United States and Ukraine. But that, as much as anything, would set the Russian leader on his march to war.

he firm specialized in covering over the bloody records of dictators like Mobutu Sese Seko of Zaire and Ferdinand Marcos of the Philippines with copious coats of high-gloss spin, presenting them as freedom-loving democrats.

Together with Roger Stone, Manafort helped develop the slashing style of conservative politics, pushing “hot buttons” to rile up base voters and tar opponents.

Long before the Trump-era investigations, Manafort had established himself in Washington and abroad as a grand master of the political dark arts

A graduate of Stanford and Yale Law, Carter was a proud beneficiary of affirmative action. Yet he acknowledged the personal toll it took (“a decidedly mixed blessing”) as well as affirmative action’s sometimes troubling effects on Black people as the programs evolved.

The diversity argument holds that people of different races benefit from one another’s presence, which sounds desirable on its face

The demise of affirmative action, in Carter’s view, was both necessary and inevitable. “We must reject the common claim that an end to preferences ‘would be a disastrous situation, amounting to a virtual nullification of the 1954 desegregation ruling,’” he wrote, quoting the activist and academic Robert Allen. “The prospect of its end should be a challenge and a chance.”

Like many people today — both proponents and opponents of affirmative action — he expressed reservations about relying on diversity as the constitutional basis for racial preferences.

What immediately struck me on rereading it was how prescient Carter was about these debates 32 years ago. What role affirmative action should take was playing out then in ways that continue to reverberate.

But the implication of recruiting for diversity, Carter explained, had less to do with admitting Black students to redress past discrimination and more to do with supporting and reinforcing essentialist notions about Black people.

An early critic of groupthink, Carter warned against “the idea that Black people who gain positions of authority or influence are vested a special responsibility to articulate the presumed views of other people who are Black — in effect, to think and act and speak in a particular way, the Black way — and that there is something peculiar about Black people who insist on doing anything else.”

Carter took issue with the belief, now practically gospel in academic, cultural and media circles, that heightened race consciousness would be central to overcoming racism

, it’s hard to imagine Carter welcoming the current vogue for white allyship, with its reductive assumption that all Black people have the same interests and values

He disparaged what he called “the peculiar relationship between Black intellectuals and the white ones who seem loath to criticize us for fear of being branded racists — which is itself a mark of racism of a sort.”

Carter bristled at the judgment of many of his Black peers, describing several situations in which he found himself accused of being “inauthentically” Black, as if people of a particular race were a monolith and that those who deviated from it were somehow shirking their duty. He said he didn’t want to be limited in what he was allowed to say by “an old and vicious form of silencing.”

In the past, such ideas might have been seen as “frankly racist,” Carter noted. “Now, however, they are almost a gospel for people who want to show their commitment to equality.”

However well intentioned you may be, when you reduce people to their race-based identity rather than view them as individuals in their full, complex humanity, you risk making sweeping assumptions about who they are. This used to be called stereotyping or racism.

he rejected all efforts to label him, insisting that intellectuals should be “politically unpredictable.

“Critics who attempt to push (or pull) Carter into the ranks of the Black right wing will be making a mistake. He is not a conservative, neo- or otherwise. He is an honest Black scholar — the product of the pre-politically correct era — who abhors the stifling of debate by either wing or by people of any hue.”

This strikes me as the greatest difference between reading the book today and reading it as an undergrad at a liberal Ivy League college: the attitude toward debating controversial views. “Reflections” offers a vigorous and unflinching examination of ideas, something academia, media and the arts still prized in 1991.

Today, a kind of magical thinking has seized ideologues on both the left and the right, who seem to believe that stifling debate on difficult questions will make them go away

That allows quantum computers to make many calculations in one pass, while digital ones have to perform each calculation separately. By speeding up computation, quantum computers could potentially solve big, complex problems in fields like chemistry and materials science that are out of reach today.

When Google researchers made their supremacy claim in 2019, they said their quantum computer performed a calculation in 3 minutes 20 seconds that would take about 10,000 years on a state-of-the-art conventional supercomputer.

On the quantum computer, the calculation took less than a thousandth of a second to complete. Each quantum calculation was unreliable — fluctuations of quantum noise inevitably intrude and induce errors — but each calculation was quick, so it could be performed repeatedly.

This problem is too complex for a precise answer to be calculated even on the largest, fastest supercomputers.

The IBM researchers in the new study performed a different task, one that interests physicists. They used a quantum processor with 127 qubits to simulate the behavior of 127 atom-scale bar magnets — tiny enough to be governed by the spooky rules of quantum mechanics — in a magnetic field. That is a simple system known as the Ising model, which is often used to study magnetism.

Indeed, for many of the calculations, additional noise was deliberately added, making the answers even more unreliable. But by varying the amount of noise, the researchers could tease out the specific characteristics of the noise and its effects at each step of the calculation.“We can amplify the noise very precisely, and then we can rerun that same circuit,” said Abhinav Kandala, the manager of quantum capabilities and demonstrations at IBM Quantum and an author of the Nature paper. “And once we have results of these different noise levels, we can extrapolate back to what the result would have been in the absence of noise.”In essence, the researchers were able to subtract the effects of noise from the unreliable quantum calculations, a process they call error mitigation.

In the long run, quantum scientists expect that a different approach, error correction, will be able to detect and correct calculation mistakes, and that will open the door for quantum computers to speed ahead for many uses.

Although an Ising model with 127 bar magnets is too big, with far too many possible configurations, to fit in a conventional computer, classical algorithms can produce approximate answers, a technique similar to how compression in JPEG images throws away less crucial data to reduce the size of the file while preserving most of the image’s details

Certain configurations of the Ising model can be solved exactly, and both the classical and quantum algorithms agreed on the simpler examples. For more complex but solvable instances, the quantum and classical algorithms produced different answers, and it was the quantum one that was correct.

Thus, for other cases where the quantum and classical calculations diverged and no exact solutions are known, “there is reason to believe that the quantum result is more accurate,”

Mr. Anand is currently trying to add a version of error mitigation for the classical algorithm, and it is possible that could match or surpass the performance of the quantum calculations.

Altogether, the computer performed the calculation 600,000 times, converging on an answer for the overall magnetization produced by the 127 bar magnets.

Error correction is already used in conventional computers and data transmission to fix garbles. But for quantum computers, error correction is likely years away, requiring better processors able to process many more qubits

“This is one of the simplest natural science problems that exists,” Dr. Gambetta said. “So it’s a good one to start with. But now the question is, how do you generalize it and go to more interesting natural science problems?”

Those might include figuring out the properties of exotic materials, accelerating drug discovery and modeling fusion reactions.

Humanity has “exponentially destroyed life on the same curve as we have exponentially increased intelligence,” he tells his congregants.

Now the “crazy suicide wizards” of Silicon Valley have ushered in another revolution. They have created artificial intelligence.

Forall provides spiritual advice to AI thinkers, and hosts talks and “awakening” retreats for researchers and developers, including employees of OpenAI, Google DeepMind, and Apple. Roughly 50 tech types have done retreats at MAPLE in the past few years

Humans are already destroying life on this planet. AI might soon destroy us.

His monastery is called MAPLE, which stands for the “Monastic Academy for the Preservation of Life on Earth.” The residents there meditate on their breath and on metta, or loving-kindness, an emanation of joy to all creatures.

They meditate in order to achieve inner clarity. And they meditate on AI and existential risk in general—life’s violent, early, and unnecessary end.

There is “no reason” to think AI will preserve humanity, “as if we’re really special,” Forall tells the residents, clad in dark, loose clothing, seated on zafu cushions on the wood floor. “There’s no reason to think we wouldn’t be treated like cattle in factory farms.”

His second is to influence technology by influencing technologists. His third is to change AI itself, seeing whether he and his fellow monks might be able to embed the enlightenment of the Buddha into the code.

In the past few years, MAPLE has become something of the house monastery for people worried about AI and existential risk.

Forall describes the project of creating an enlightened AI as perhaps “the most important act of all time.” Humans need to “build an AI that walks a spiritual path,” one that will persuade the other AI systems not to harm us

we should devote half of global economic output—$50 trillion, give or take—to “that one thing.” We need to build an “AI guru,” he said. An “AI god.”

Forall’s first goal is to expand the pool of humans following what Buddhists call the Noble Eightfold Path.

Forall and many MAPLE residents are what are often called, derisively if not inaccurately, “doomers.”

The seminal text in this ideological lineage is Nick Bostrom’s Superintelligence, which posits that AI could turn humans into gorillas, in a way. Our existence could depend not on our own choices but on the choices of a more intelligent other.

he is spending his life ruminating on AI’s risks, which he sees as far from banal. “We are watching humanist values, and therefore the political systems based on them, such as democracy, as well as the economic systems—they’re just falling apart,” he said. “The ultimate authority is moving from the human to the algorithm.”

Forall’s mother worked for humanitarian nonprofits and his father for conservation nonprofits; the household, which attended Quaker meetings, listened to a lot of NPR.)

He got his answer: Craving is the root of all suffering. And he became ordained, giving up the name Teal Scott and becoming Soryu Forall: “Soryu” meaning something like “a growing spiritual practice” and “Forall” meaning, of course, “for all.”

In 2013, he opened MAPLE, a “modern” monastery addressing the plagues of environmental destruction, lethal weapons systems, and AI, offering co-working and online courses as well as traditional monastic training.

His vision is dire and grand, but perhaps that is why it has found such a receptive audience among the folks building AI, many of whom conceive of their work in similarly epochal terms.

The nonprofit’s revenues have quadrupled, thanks in part to contributions from tech executives as well as organizations such as the Future of Life Institute, co-founded by Jaan Tallinn, a co-creator of Skype.

The donations have helped MAPLE open offshoots—Oak in the Bay Area, Willow in Canada—and plan more. (The highest-paid person at MAPLE is the property manager, who earns roughly $40,000 a year.)

The strictness of the place helps them let go of ego and see the world more clearly, residents told me. “To preserve all life: You can’t do that until you come to love all life, and that has to be trained,

Forall was absolute: Nine countries are armed with nuclear weapons. Even if we stop the catastrophe of climate change, we will have done so too late for thousands of species and billions of beings. Our democracy is fraying. Our trust in one another is fraying

Many of the very people creating AI believe it could be an existential threat: One 2022 survey asked AI researchers to estimate the probability that AI would cause “severe disempowerment” or human extinction; the median response was 10 percent. The destruction, Forall said, is already here.

“It’s important to know that we don’t know what’s going to happen,” he told me. “It’s also important to look at the evidence.” He said it was clear we were on an “accelerating curve,” in terms of an explosion of intelligence and a cataclysm of death. “I don’t think that these systems will care too much about benefiting people. I just can’t see why they would, in the same way that we don’t care about benefiting most animals. While it is a story in the future, I feel like the burden of proof isn’t on me.”

Aldi’s progression highlights the trend. Its first UK store in 1990 was in a working-class area of Birmingham. Now it has identified Oxford, Harrogate and Tunbridge Wells as its next targets, and claims to have attracted an extra 1.3 million shoppers over the past year, two thirds of whom are ABC1

my resistance has been twofold. First, I’ve wrongly valued being given a choice. I’ve wanted to choose between five different types of plain yoghurt

It’s a fallacy, of course. All that choice really provides is a greater opportunity for the marketeers to manipulate you. The supermarkets have been perfecting the art of upselling you for decades. You don’t stand a chance. The lack of choice on the discounters’ shelves is liberating and means you can get the shop done in a fraction of the time.

The other thing that has put me off the discounters is that the stores are a bit crap.

As AI writes more and more of what we read, vast, unvetted pools of online data may not be grounded in reality, warns Margaret Mitchell, chief ethics scientist at the AI start-up Hugging Face

“The main issue is losing track of what truth is,” she said. “Without grounding, the system can make stuff up. And if it’s that same made-up thing all over the world, how do you trace it back to what reality is?”

a raft of online publishers have been using automated writing tools based on ChatGPT’s predecessors, GPT-2 and GPT-3, for years. That experience shows that a world in which AI creations mingle freely and sometimes imperceptibly with human work isn’t speculative; it’s flourishing in plain sight on Amazon product pages and in Google search results.

“If you have a connection to the internet, you have consumed AI-generated content,” said Jonathan Greenglass, a New York-based tech investor focused on e-commerce. “It’s already here.

“In the last two years, we’ve seen this go from being a novelty to being pretty much an essential part of the workflow,”

the news credibility rating company NewsGuard identified 49 news websites across seven languages that appeared to be mostly or entirely AI-generated.

The sites sport names like Biz Breaking News, Market News Reports, and bestbudgetUSA.com; some employ fake author profiles and publish hundreds of articles a day, the company said. Some of the news stories are fabricated, but many are simply AI-crafted summaries of real stories trending on other outlets.

Ingenio, the San Francisco-based online publisher behind sites such as horoscope.com and astrology.com, is among those embracing automated content. While its flagship horoscopes are still human-written, the company has used OpenAI’s GPT language models to launch new sites such as sunsigns.com, which focuses on celebrities’ birth signs, and dreamdiary.com, which interprets highly specific dreams.

Ingenio used to pay humans to write birth sign articles on a handful of highly searched celebrities like Michael Jordan and Ariana Grande, said Josh Jaffe, president of its media division. But delegating the writing to AI allows sunsigns.com to cheaply crank out countless articles on not-exactly-A-listers

In the past, Jaffe said, “We published a celebrity profile a month. Now we can do 10,000 a month.”

It isn’t just text. Google users have recently posted examples of the search engine surfacing AI-generated images. For instance, a search for the American artist Edward Hopper turned up an AI image in the style of Hopper, rather than his actual art, as the first result.

Jaffe said he isn’t particularly worried that AI content will overwhelm the web. “It takes time for this content to rank well” on Google, he said — meaning that it appears on the first page of search results for a given query, which is critical to attracting readers. And it works best when it appears on established websites that already have a sizable audience: “Just publishing this content doesn’t mean you have a viable business.”

Google clarified in February that it allows AI-generated content in search results, as long as the AI isn’t being used to manipulate a site’s search rankings. The company said its algorithms focus on “the quality of content, rather than how content is produced.”

Reputations are at risk if the use of AI backfires. CNET, a popular tech news site, took flack in January when fellow tech site Futurism reported that CNET had been using AI to create articles or add to existing ones without clear disclosures. CNET subsequently investigated and found that many of its 77 AI-drafted stories contained errors.

But CNET’s parent company, Red Ventures, is forging ahead with plans for more AI-generated content, which has also been spotted on Bankrate.com, its popular hub for financial advice. Meanwhile, CNET in March laid off a number of employees, a move it said was unrelated to its growing use of AI.

BuzzFeed, which pioneered a media model built around reaching readers directly on social platforms like Facebook, announced in January it planned to make “AI inspired content” part of its “core business,” such as using AI to craft quizzes that tailor themselves to each reader. BuzzFeed announced last month that it is laying off 15 percent of its staff and shutting down its news division, BuzzFeed News.

it’s finding traction in the murkier worlds of online clickbait and affiliate marketing, where success is less about reputation and more about gaming the big tech platforms’ algorithms.

That business is driven by a simple equation: how much it costs to create an article vs. how much revenue it can bring in. The main goal is to attract as many clicks as possible, then serve the readers ads worth just fractions of a cent on each visit — the classic form of clickbait

In the past, such sites often outsourced their writing to businesses known as “content mills,” which harness freelancers to generate passable copy for minimal pay. Now, some are bypassing content mills and opting for AI instead.

“Previously it would cost you, let’s say, $250 to write a decent review of five grills,” Semrush’s Levin said. “Now it can all be done by AI, so the cost went down from $250 to $10.”

The problem, Levin said, is that the wide availability of tools like ChatGPT means more people are producing similarly cheap content, and they’re all competing for the same slots in Google search results or Amazon’s on-site product reviews

So they all have to crank out more and more article pages, each tuned to rank highly for specific search queries, in hopes that a fraction will break through. The result is a deluge of AI-written websites, many of which are never seen by human eyes.

Jaffe said his company discloses its use of AI to readers, and he promoted the strategy at a recent conference for the publishing industry. “There’s nothing to be ashamed of,” he said. “We’re actually doing people a favor by leveraging generative AI tools” to create niche content that wouldn’t exist otherwise.

The rise of AI is already hurting the business of Textbroker, a leading content platform based in Germany and Las Vegas, said Jochen Mebus, the company’s chief revenue officer. While Textbroker prides itself on supplying credible, human-written copy on a huge range of topics, “People are trying automated content right now, and so that has slowed down our growth,”

Mebus said the company is prepared to lose some clients who are just looking to make a “fast dollar” on generic AI-written content. But it’s hoping to retain those who want the assurance of a human touch, while it also trains some of its writers to become more productive by employing AI tools themselves.

He said a recent survey of the company’s customers found that 30 to 40 percent still want exclusively “manual” content, while a similar-size chunk is looking for content that might be AI-generated but human-edited to check for tone, errors and plagiarism.

Levin said Semrush’s clients have also generally found that AI is better used as a writing assistant than a sole author. “We’ve seen people who even try to fully automate the content creation process,” he said. “I don’t think they’ve had really good results with that. At this stage, you need to have a human in the loop.”

For Cowell, whose book title appears to have inspired an AI-written copycat, the experience has dampened his enthusiasm for writing.“My concern is less that I’m losing sales to fake books, and more that this low-quality, low-priced, low-effort writing is going to have a chilling effect on humans considering writing niche technical books in the future,”

It doesn’t help, he added, knowing that “any text I write will inevitably be fed into an AI system that will generate even more competition.”

Amazon removed the impostor book, along with numerous others by the same publisher, after The Post contacted the company for comment.

AI-written books aren’t against Amazon’s rules, per se, and some authors have been open about using ChatGPT to write books sold on the site.

“Amazon is constantly evaluating emerging technologies and innovating to provide a trustworthy shopping experience for our customers,”

“True” is a word heard often at Williamsburg, where interpreters — including one portraying Oconostota, an 18th-century Cherokee diplomat who came to Williamsburg in 1777 — regularly break character to explain the evidence behind their stories.

Thomas Jefferson, she said, is “still here.” But now, “you’re going to hear more of the story,” she said. “And you’re going to hear more of the story because it’s true.”

The current direction also has strong board support, according to Carly Fiorina, the business executive and former Republican presidential candidate, who became the chair in December 2020. A few donors, Fiorina said, were initially “a little concerned” about the L.G.B.T.Q. history programs, which were announced in 2019. But they are grounded in evidence, Fiorina emphasized.

The foundation’s audience research, Fleet said, indicates that showing your work helps built trust.“One of the most important things to do, particularly in this age of polarization, is to let them know how you know,” he said.

The Bray School project, a collaboration with William & Mary, is similarly community-driven. Over the decades, Coleman said, Black interpreters regularly talked about the school and its students. But no one knew for sure what had happened to the building.

In 2021, a hunch that it had been moved to the William & Mary campus and incorporated into another building was confirmed. The structure was extracted, and in February it was moved to a site next to the church, in a grand ceremonial occasion.

That didn’t give me instant access to wealthier friends, but it was still a small-enough town that public school did.

Nearly all my acquaintances were better off. This meant that by sheer virtue of seeing how other kids acted in school and going to their homes, I saw what middle class looked like — what “better” was.

it was my friendship with one family that gave me a window into how I might attain it. Alison’s parents weren’t ostentatiously wealthy, but their lives held all the hallmarks of middle-class aspiration. Books, games and art projects were scattered around the family room; they read newspapers and magazines, and they discussed current events. They not only set a high bar for their children but also reinforced their children’s ability to meet it, daily. Good grades were a baseline. Extracurriculars were not optional. Success was treated as inevitable — not some lucky break, as it had been among my class of origin.

acting “right” was the secret sauce, and that was heavily dependent on knowing what was considered acceptable and unacceptable even in normal conversations with other people. They didn’t burp the alphabet, like my sister could, or tell crass jokes, like I did. Money wasn’t discussed.

So, I memorized these behaviors and ditched my poverty tells until I figured out my own values

Middle class meant napkins neatly folded in laps, pleases and thank yous unrolling sincerely and automatically.

my mother certainly did. But working two jobs and the exhaustion of raising four girls alone made those conditions impossible to create to the degree this two-parent family could.

Bringing up my con-man father whose name I didn’t even know, or the struggles of my less-educated kin? Not great table talk. Learning when not to talk was a big hurdle.

You can still catch me eating bologna, and no study would ever convince me that growing up poor was a loss when I consider the resilience and gratitude it imparted.

it didn’t take a good SAT score to notice what I was supposed to act like, dress like, talk like, and seem like to make those friends, to improve my lot. The sooner I accomplished that, the sooner I realized no one knew what class I grew up in — unless I told them.

I have no doubt it was critical to succeeding, but it’s still not easy to admit to myself the extent to which I was willing to happily join in on that erasure all on my own. For all the study’s merits, that’s a cost it did not seem able to account for.

The oldest of the books of the Hebrew Bible date to roughly 3,000 years ago; the pyramids of Egypt go back about 5,000 years. These were not prehumans or near relatives. They were like us: complex, organized, alive to meaning and living at a time beyond reckoning.

Ruth Tringham of the University of California, Berkeley, who has devoted years to humanizing the remnants of this city of the dim past by focusing on one skeleton, of a woman she has dubbed Dido. Dido replastered her walls regularly, kept her home swept clean, covered the floor in reed mats and decorated the place with art: clay figures of animals and stylized human females. In other words: much like us.

Catalhoyuk was founded by pioneers of urban living. “When the earliest construction began,” Newitz writes, “many people coming to live at Catalhoyuk were only a generation or two removed from nomadism.” It was brand-new, this fixed settlement thing, but it proved remarkably successful. By the time Dido was born, the city was about 600 years old

A thousand years ago, meanwhile, East St. Louis, Ill., was the site of an urban sanctuary that archaeologists today call Cahokia. With a population of 30,000, it was larger than Paris was at the time. Like Paris, with its Eiffel Tower and Notre-Dame, it had distinguishing physical landmarks in the form of black earthen pyramids. It sprawled across both sides of the Mississippi River, beckoning visitors from all over the present-day Southern United States.

Cahokia seems to have been a place of spiritual pilgrimage, which drew diverse groups of Native American peoples, who spoke different languages and worshiped in various ways but came to share a reverence for this city and its ceremonial customs, which included human sacrifice. Its multiethnic, year-round population apparently serviced the religious pilgrims and, in the off-season, went about their own affairs.

Cahokia died not as a result of sudden catastrophe, like Pompeii, but seemingly because it lost its spiritual significance over time. Its people didn’t perish. The pilgrims just stopped coming; the local residents merged with other tribes. There is linguistic and other evidence that the Sioux are their descendants.

Newitz devotes space to debunking the popular notion that civilizations of the past “collapse” and become “lost,” pointing instead to indications of gradual change.

The operative lesson from the past, at least from this curated offering of former metropolises, seems to be that human culture is a plastic thing. Rather than lamenting the fragility of our current urban structures, we might do better figuring out how to bend and shape society for the future.

the effect of reading “Four Lost Cities” was more meditative. This is a long, long, long ride we are on. Much is beyond our control. Humanity trundles on.

the authors argue that the first job of a strategic leader is to get the big ideas right. Those who have succeeded include Gerald Templer, who became Britain’s high commissioner for Malaya in 1952 and whose reference to winning “the hearts and minds of the people,”

“remains the most succinct explanation for how to win a counter-insurgency.”

By contrast, the nationalist forces in China, the French in Algeria and the Americans in Vietnam got the big ideas wrong and paid a steep price.

On the 2021 collapse of Afghanistan’s government troops, who had been so expensively trained and equipped under Presidents Bush, Obama, Trump and Biden, Mr. Petraeus remarks that “the troops were brave enough—the 66,000 dead Afghan soldiers killed during the war attest to that. But they fought for an often corrupt and incompetent government that never gained the trust and confidence of local communities, which had historically determined the balance of power within Afghanistan.”

Russia’s invasion of Ukraine in 2022 serves as the book’s case study on how badly Goliath can stumble against David

Elon Musk’s control of the Starlink satellite internet system, they note, gave him a unique veto power over Ukrainian operations in Crimea. “With individual tycoons such as Elon Musk, Mark Zuckerberg and Jeff Bezos wielding such extraordinary power,” the authors tell us, “wars of the future will have to take their influence into account.”

The final chapter teases out the contours of future conflicts. Artificial intelligence, strategic mineral monopolies and “hybrid wars”—where weapons include deepfake disinformation, political manipulation, proxy forces and cyberattacks—cap an incisive look at the next phase of warfare. “Hybrid warfare particularly appeals to China and Russia, since they are much more able to control the information their populaces receive than are their Western adversaries,”

. And with the line between limited and total wars growing fuzzier every year, the combatant of the next war might be a woman sitting at a drone desk, a computer geek hacking into a power grid or a robotics designer refining directed-energy weapons systems.

“Conflict” is, in some ways, an extension of Mr. Roberts’s thesis in “The Storm of War” (2009)—that dictatorships tend to crack under the stress of a sustained war against popular democracies. While autocracies enjoy some advantages at war’s outset—they are nimble and can achieve true strategic surprise, for instance—if the sucker punch doesn’t end the fight quickly, democracies, shocked into action, may bring to bear more motivated, more efficient and often larger forces to turn the tide.

Both men see modern military history as a succession of partnerships created to counter violent challenges from nationalists, terrorists and dictators.

McCarthy managed to do this with Biden on the debt deal, to the fury of Republican hardliners. But how else can you govern a country of 330 million? It’s hard under the best of circumstances, and it’s impossible when you only control a tiny slice of government—and not by much. Here we are talking about a 221-212 GOP majority in one half of one branch, Congress, in a government that has three branches.

“In the 14th century, there was a systemic violence against the Jews and that’s when we see series of images that are conceived as expressions of anti-Jewish feeling,” he said. “But we need to realise that they are above all a means of building Christian ideas and beliefs: they are images that underline and reinforce the Christian identity.”

So, too, does the view that the strongest defense of the humanities lies not in the appeal to their utility — that literature majors may find good jobs, that theaters may economically revitalize neighborhoods

— but rather in the appeal to their defiantly nonutilitarian character, so that individuals can know more than how things work, and develop their powers of discernment and judgment, their competence in matters of truth and goodness and beauty, to equip themselves adequately for the choices and the crucibles of private and public life.

We are not becoming transhumanists, obviously. We are too singular for the Singularity. But are we becoming posthumanists?

In American culture right now, as I say, the worldview that is ascendant may be described as posthumanism.

The posthumanism of the 1970s and 1980s was more insular, an academic affair of “theory,” an insurgency of professors; our posthumanism is a way of life, a social fate.

In “The Age of the Crisis of Man: Thought and Fiction in America, 1933-1973,” the gifted essayist Mark Greif, who reveals himself to be also a skillful historian of ideas, charts the history of the 20th-century reckonings with the definition of “man.

Here is his conclusion: “Anytime your inquiries lead you to say, ‘At this moment we must ask and decide who we fundamentally are, our solution and salvation must lie in a new picture of ourselves and humanity, this is our profound responsibility and a new opportunity’ — just stop.” Greif seems not to realize that his own book is a lasting monument to precisely such inquiry, and to its grandeur

“Answer, rather, the practical matters,” he counsels, in accordance with the current pragmatist orthodoxy. “Find the immediate actions necessary to achieve an aim.” But before an aim is achieved, should it not be justified? And the activity of justification may require a “picture of ourselves.” Don’t just stop. Think harder. Get it right.

Greif’s book is a prehistory of our predicament, of our own “crisis of man.” (The “man” is archaic, the “crisis” is not.) It recognizes that the intellectual history of modernity may be written in part as the epic tale of a series of rebellions against humanism

Who has not felt superior to humanism? It is the cheapest target of all: Humanism is sentimental, flabby, bourgeois, hypocritical, complacent, middlebrow, liberal, sanctimonious, constricting and often an alibi for power

what is humanism? For a start, humanism is not the antithesis of religion, as Pope Francis is exquisitely demonstrating

The worldview takes many forms: a philosophical claim about the centrality of humankind to the universe, and about the irreducibility of the human difference to any aspect of our animality

And posthumanism? It elects to understand the world in terms of impersonal forces and structures, and to deny the importance, and even the legitimacy, of human agency.

a methodological claim about the most illuminating way to explain history and human affairs, and about the essential inability of the natural sciences to offer a satisfactory explanation; a moral claim about the priority, and the universal nature, of certain values, not least tolerance and compassion

There have been humane posthumanists and there have been inhumane humanists. But the inhumanity of humanists may be refuted on the basis of their own worldview

the condemnation of cruelty toward “man the machine,” to borrow the old but enduring notion of an 18th-century French materialist, requires the importation of another framework of judgment. The same is true about universalism, which every critic of humanism has arraigned for its failure to live up to the promise of a perfect inclusiveness

there has never been a universalism that did not exclude. Yet the same is plainly the case about every particularism, which is nothing but a doctrine of exclusion; and the correction of particularism, the extension of its concept and its care, cannot be accomplished in its own name. It requires an idea from outside, an idea external to itself, a universalistic idea, a humanistic idea.

Asking universalism to keep faith with its own principles is a perennial activity of moral life. Asking particularism to keep faith with its own principles is asking for trouble.

there is no more urgent task for American intellectuals and writers than to think critically about the salience, even the tyranny, of technology in individual and collective life

Here is a humanist proposition for the age of Google: The processing of information is not the highest aim to which the human spirit can aspire, and neither is competitiveness in a global economy. The character of our society cannot be determined by engineers.

“Our very mastery seems to escape our mastery,” Michel Serres has anxiously remarked. “How can we dominate our domination; how can we master our own mastery?”

universal accessibility is not the end of the story, it is the beginning. The humanistic methods that were practiced before digitalization will be even more urgent after digitalization, because we will need help in navigating the unprecedented welter

Searches for keywords will not provide contexts for keywords. Patterns that are revealed by searches will not identify their own causes and reasons

The new order will not relieve us of the old burdens, and the old pleasures, of erudition and interpretation.

Is all this — is humanism — sentimental? But sentimentality is not always a counterfeit emotion. Sometimes sentiment is warranted by reality.

The persistence of humanism through the centuries, in the face of formidable intellectual and social obstacles, has been owed to the truth of its representations of our complexly beating hearts, and to the guidance that it has offered, in its variegated and conflicting versions, for a soulful and sensitive existence

a complacent humanist is a humanist who has not read his books closely, since they teach disquiet and difficulty. In a society rife with theories and practices that flatten and shrink and chill the human subject, the humanist is the dissenter.

agents will open up many more learning opportunities.

Already, AI can help you pick out a new TV and recommend movies, books, shows, and podcasts. Likewise, a company I’ve invested in, recently launched Pix, which lets you ask questions (“Which Robert Redford movies would I like and where can I watch them?”) and then makes recommendations based on what you’ve liked in the past

Productivity

copilots can do a lot—such as turn a written document into a slide deck, answer questions about a spreadsheet using natural language, and summarize email threads while representing each person’s point of view.

I don’t think any single company will dominate the agents business--there will be many different AI engines available.

Helping patients and healthcare workers will be especially beneficial for people in poor countries, where many never get to see a doctor at all.

To create a new app or service, you won’t need to know how to write code or do graphic design. You’ll just tell your agent what you want. It will be able to write the code, design the look and feel of the app, create a logo, and publish the app to an online store

Agents will do even more. Having one will be like having a person dedicated to helping you with various tasks and doing them independently if you want. If you have an idea for a business, an agent will help you write up a business plan, create a presentation for it, and even generate images of what your product might look like

For decades, I’ve been excited about all the ways that software would make teachers’ jobs easier and help students learn. It won’t replace teachers, but it will supplement their work—personalizing the work for students and liberating teachers from paperwork and other tasks so they can spend more time on the most important parts of the job.

Mental health care is another example of a service that agents will make available to virtually everyone. Today, weekly therapy sessions seem like a luxury. But there is a lot of unmet need, and many people who could benefit from therapy don’t have access to it.

Entertainment and shopping

The real shift will come when agents can help patients do basic triage, get advice about how to deal with health problems, and decide whether they need to seek treatment.

They’ll replace word processors, spreadsheets, and other productivity apps.

Education

For example, few families can pay for a tutor who works one-on-one with a student to supplement their classroom work. If agents can capture what makes a tutor effective, they’ll unlock this supplemental instruction for everyone who wants it. If a tutoring agent knows that a kid likes Minecraft and Taylor Swift, it will use Minecraft to teach them about calculating the volume and area of shapes, and Taylor’s lyrics to teach them about storytelling and rhyme schemes. The experience will be far richer—with graphics and sound, for example—and more personalized than today’s text-based tutors.

your agent will be able to help you in the same way that personal assistants support executives today. If your friend just had surgery, your agent will offer to send flowers and be able to order them for you. If you tell it you’d like to catch up with your old college roommate, it will work with their agent to find a time to get together, and just before you arrive, it will remind you that their oldest child just started college at the local university.

To see the dramatic change that agents will bring, let’s compare them to the AI tools available today. Most of these are bots. They’re limited to one app and generally only step in when you write a particular word or ask for help. Because they don’t remember how you use them from one time to the next, they don’t get better or learn any of your preferences.

The current state of the art is Khanmigo, a text-based bot created by Khan Academy. It can tutor students in math, science, and the humanities—for example, it can explain the quadratic formula and create math problems to practice on. It can also help teachers do things like write lesson plans.

Businesses that are separate today—search advertising, social networking with advertising, shopping, productivity software—will become one business.

other issues won’t be decided by companies and governments. For example, agents could affect how we interact with friends and family. Today, you can show someone that you care about them by remembering details about their life—say, their birthday. But when they know your agent likely reminded you about it and took care of sending flowers, will it be as meaningful for them?

In the computing industry, we talk about platforms—the technologies that apps and services are built on. Android, iOS, and Windows are all platforms. Agents will be the next platform.

A shock wave in the tech industry

Agents won’t simply make recommendations; they’ll help you act on them. If you want to buy a camera, you’ll have your agent read all the reviews for you, summarize them, make a recommendation, and place an order for it once you’ve made a decision.

Agents will affect how we use software as well as how it’s written. They’ll replace search sites because they’ll be better at finding information and summarizing it for you

they’ll be dramatically better. You’ll be able to have nuanced conversations with them. They will be much more personalized, and they won’t be limited to relatively simple tasks like writing a letter.

Companies will be able to make agents available for their employees to consult directly and be part of every meeting so they can answer questions.

AI agents that are well trained in mental health will make therapy much more affordable and easier to get. Wysa and Youper are two of the early chatbots here. But agents will go much deeper. If you choose to share enough information with a mental health agent, it will understand your life history and your relationships. It’ll be available when you need it, and it will never get impatient. It could even, with your permission, monitor your physical responses to therapy through your smart watch—like if your heart starts to race when you’re talking about a problem with your boss—and suggest when you should see a human therapist.

If the number of companies that have started working on AI just this year is any indication, there will be an exceptional amount of competition, which will make agents very inexpensive.

Agents are smarter. They’re proactive—capable of making suggestions before you ask for them. They accomplish tasks across applications. They improve over time because they remember your activities and recognize intent and patterns in your behavior. Based on this information, they offer to provide what they think you need, although you will always make the final decisions.

Agents are not only going to change how everyone interacts with computers. They’re also going to upend the software industry, bringing about the biggest revolution in computing since we went from typing commands to tapping on icons.

In the distant future, agents may even force humans to face profound questions about purpose. Imagine that agents become so good that everyone can have a high quality of life without working nearly as much. In a future like that, what would people do with their time? Would anyone still want to get an education when an agent has all the answers? Can you have a safe and thriving society when most people have a lot of free time on their hands?

The ramifications for the software business and for society will be profound.

In the next five years, this will change completely. You won’t have to use different apps for different tasks. You’ll simply tell your device, in everyday language, what you want to do. And depending on how much information you choose to share with it, the software will be able to respond personally because it will have a rich understanding of your life. In the near future, anyone who’s online will be able to have a personal assistant powered by artificial intelligence that’s far beyond today’s technology.

You’ll also be able to get news and entertainment that’s been tailored to your interests. CurioAI, which creates a custom podcast on any subject you ask about, is a glimpse of what’s coming.

An agent will be able to help you with all your activities if you want it to. With permission to follow your online interactions and real-world locations, it will develop a powerful understanding of the people, places, and activities you engage in. It will get your personal and work relationships, hobbies, preferences, and schedule. You’ll choose how and when it steps in to help with something or ask you to make a decision.

even the best sites have an incomplete understanding of your work, personal life, interests, and relationships and a limited ability to use this information to do things for you. That’s the kind of thing that is only possible today with another human being, like a close friend or personal assistant.

The most exciting impact of AI agents is the way they will democratize services that today are too expensive for most people

They’ll have an especially big influence in four areas: health care, education, productivity, and entertainment and shopping.

Part of the enthusiasm behind the sky-high valuation of Tesla, where he is chief executive, comes from his predictions for the auto company’s abilities to develop humanoid robots—dubbed Optimus—that can be deployed for everything from personal assistants to factory workers. He’s also founded an AI startup, dubbed xAI, that he said aims to develop its own superhuman intelligence, even as some are skeptical of that possibility. 

Musk likes to point to another work of Sci-Fi to describe how AI could change our world: a series of books by the late-, self-described-socialist author Iain Banks that revolve around a post-scarcity society that includes superintelligent AI. 

That is the question.

“We’re actually going to have—and already do have—a massive shortage of labor. So, I think we will have not people out of work but actually still a shortage of labor—even in the future.” 

Musk has cast his work to develop humanoid robots as an attempt to solve labor issues, saying there aren’t enough workers and cautioning that low birthrates will be even more problematic. 

Instead, Musk predicts robots will be taking jobs that are uncomfortable, dangerous or tedious. 

A few years ago, Musk declared himself a socialist of sorts. “Just not the kind that shifts resources from most productive to least productive, pretending to do good, while actually causing harm,” he tweeted. “True socialism seeks greatest good for all.”

“It’s fun to cook food but it’s not that fun to wash the dishes,” Musk said this month. “The computer is perfectly happy to wash the dishes.”

In the near term, Goldman Sachs in April estimated generative AI could boost the global gross domestic product by 7% during the next decade and that roughly two-thirds of U.S. occupations could be partially automated by AI. 

Vinod Khosla, a prominent venture capitalist whose firm has invested in the technology, predicted within a decade AI will be able to do “80% of 80%” of all jobs today.

“I believe the need to work in society will disappear in 25 years for those countries that adapt these technologies,” Khosla said. “I do think there’s room for universal basic income assuring a minimum standard and people will be able to work on the things they want to work on.” 

Forget universal basic income. In Musk’s world, he foresees something more lush, where most things will be abundant except unique pieces of art and real estate. 

“We won’t have universal basic income, we’ll have universal high income,” Musk said this month. “In some sense, it’ll be somewhat of a leveler or an equalizer because, really, I think everyone will have access to this magic genie.” 

All of which kind of sounds a lot like socialism—except it’s unclear who controls the resources in this Muskism society

“Digital super intelligence combined with robotics will essentially make goods and services close to free in the long term,” Musk said

“What is an economy? An economy is GDP per capita times capita.” Musk said at a tech conference in France this year. “Now what happens if you don’t actually have a limit on capita—if you have an unlimited number of…people or robots? It’s not clear what meaning an economy has at that point because you have an unlimited economy effectively.”

In theory, humanity would be freed up for other pursuits. But what? Baby making. Bespoke cooking. Competitive human-ing. 

“Obviously a machine can go faster than any human but we still have humans race against each other,” Musk said. “We still enjoy competing against other humans to, at least, see who was the best human.”

Still, even as Musk talks about this future, he seems to be grappling with what it might actually mean in practice and how it is at odds with his own life. 

“If I think about it too hard, it, frankly, can be dispiriting and demotivating, because…I put a lot of blood, sweat and tears into building companies,” he said earlier this year. “If I’m sacrificing time with friends and family that I would prefer but then ultimately the AI can do all these things, does that make sense?”“To some extent,” Musk concluded, “I have to have a deliberate suspension of disbelief in order to remain motivated.”

a pro-life libertarian will recognize the humanity and dignity of both mother and child.

The entire philosophy of libertarianism depends on a healthy recognition of human dignity. A healthy libertarianism can still be individualistic, but it’s also deeply concerned with both personal virtue and the rights of others.

The difference between libertarianism and libertinism can be summed up as the difference between rights and desires. A libertarian is concerned with her own liberty but also knows that this liberty ends where yours begins

A libertine, by contrast, is dominated by his desires. The object of his life is to do what he wants, and the object of politics is to give him what he wants.

A libertarian is concerned with all forms of state coercion. A libertine rejects any attempt to coerce him personally, but he’s happy to coerce others if it gives him what he wants.

Donald Trump is the consummate libertine. He rejects restraints on his appetites and accountability for his actions. The guiding principle of his worldview is summed up with a simple declaration: I do what I want. Any movement built in his image will be libertine as well.

Trump’s movement dismisses the value of personal character. It mocks personal restraint. And it’s happy to inflict its will on others if it achieves what it wants

Libertinism says my desires are more important than your rights, and this means that libertines are terrible ambassadors for any cause that requires self-sacrifice.

I don’t think the pro-life movement has fully reckoned with the political and cultural fallout from the libertine right-wing response to the Covid pandemic

Here was a movement that was loudly telling women that they had to carry unwanted pregnancies to term, with all the physical transformations, risks and financial uncertainties that come with pregnancy and childbirth, at the same time that millions of its members were also loudly refusing the minor inconveniences of masking and the low risks of vaccination — even if the best science available at the time told us that both masking and vaccination could help protect others from getting the disease.

Even worse, many of the same people demanded that the state limit the liberty of others so that they could live how they wanted

This do-what-you-want ethos cost a staggering number of American lives. A 2022 study found that there were an estimated 318,981 vaccine-preventable deaths from January 2021 to April 2022.

Now there’s evidence from Ohio and Florida that excess mortality rates were significantly higher for Republicans than Democrats after vaccines were widely available.

It’s not just that libertinism robs Republicans of moral authority; it’s that libertinism robs Republicans of moral principle.

In each state, all the pro-life movement needed was consistent Republican support, and it would have sailed to victory. All the Democrats in the state could have voted to protect abortion rights, and they would have lost if Republicans held firm. But they did not.

“Do as I say and not as I do” is among the worst moral arguments imaginable.

A holistic pro-life society requires true self-sacrifice. It asks women to value the life growing inside of them even in the face of fear and poverty. It asks the community to rally beside these women to keep them and their children safe and to provide them with opportunities to flourish. It requires both individuals and communities to sublimate their own desires to protect the lives and opportunities of others.

An ethos that centers individuals’ desires will bleed over into matters of life and death. It did during Covid, and it’s doing so now, as even Republicans reject the pro-life cause.

The challenge is much more profound. Pro-life America has to reconnect with personal virtue. It has to model self-sacrifice. It has to show, not just tell, America what it would look like to value life from conception to natural death.

At present, however, the Republican Party is dominated by its id. It indulges its desires. And so long as its id is in control, the pro-life movement will fail. There is no selfish path to a culture of life.