History Readings

The dourness of the mood contrasted sharply with just a year ago, when many of the same participants — intelligence chiefs and diplomats, oligarchs and analysts — thought Russia might be on the verge of strategic defeat in Ukraine. There was talk of how many months it might take to drive the Russians back to the borders that existed before their invasion on Feb. 24, 2022. Now that optimism appeared premature at best, faintly delusional at worst.

Nikolai Denkov, the prime minister of Bulgaria, argued that Europeans should draw three lessons from the cascade of troubles. The war in Ukraine was not just about gray zones between Europe and Russia, he argued, but “whether the democratic world we value can be beaten, and this is now well understood in Europe.”

“European defense was a possibility before, but now it’s a necessity,” said Claudio Graziano, a retired general from Italy and former chairman of the European Union Military Committee. But saying the right words is not the same as doing what they demand.

third, they needed to separate Ukraine’s urgent needs for ammunition and air defense from longer-term strategic goals.

Some attendees found the commitments made by the leaders who showed up uninspiring, said Nathalie Tocci, director of Italy’s Institute of International Affairs. “Kamala Harris empty, Scholz mushy, Zelensky tired,

Second, European nations have realized that they must combine their forces in military, not just economic endeavors, to build up their own deterrence

“I feel underwhelmed and somewhat disappointed” by the debate here, said Steven E. Sokol, president of the American Council on Germany. “There was a lack of urgency and a lack of clarity about the path forward, and I did not see a strong show of European solidarity.

now two-thirds of the alliance members have met the goal of spending 2 percent of their gross domestic product on defense — up from just a handful of nations 10 years ago. But a few acknowledged that goal is now badly outdated, and they talked immediately about the political barriers to spending more.

the prospect of less American commitment to NATO, as the United States turned to other challenges from China or in the Middle East, was concentrating minds.

the fundamental disconnect was still on display: When Europeans thought Russia would integrate into European institutions, they stopped planning and spending for the possibility they might be wrong. And when Russia’s attitude changed, they underreacted.

“This is 30 years of underinvestment coming home,” said François Heisbourg, a French defense analyst, who called them “les trente paresseuses” — the 30 lazy years of post Cold-War peace dividends, in contrast to the 30 glorious years that followed World War II.

What was important for Europeans to remember was that this hot war in Ukraine was close and could spread quickly, Ms. Kallas said. “So if you think that you are far away, you’re not far away. It can go very, very fast.”

Dmytro Kuleba, the foreign minister of embattled Ukraine, was blunter. “I think our friends and partners were too late in waking up their own defense industries,” he said. “And we will pay with our lives throughout 2024 to give your defense industries time to ramp up production.”

In other words, the Marshall Plan and the tech boom during the 1990s were products of their time and place. They wouldn’t necessarily have the desired effects in a modern context.

“A shifting global economy left many working Americans and their communities behind. A financial crisis shook the middle class. A pandemic exposed the fragility of our supply chains. A changing climate threatened lives and livelihoods. Russia’s invasion of Ukraine underscored the risks of overdependence.”

What was the solution? Instead of rampant globalization, Sullivan’s pitch was that a reenergized American economy made the country stronger. It was time to remake the Rust Belt into a Cobalt Corridor, to establish industries that led not only to blue-collar work but to azure-collared careers. If that was done right, a strengthened America could act more capably around the globe.

“By the time President Biden came into office, we had to contend with the reality that a large non-market economy had been integrated into the international economic order in a way that posed considerable challenges,” he said, citing China’s large-scale subsidization of multiple sectors that crushed America’s competitiveness across industries. Making matters worse, Sullivan continued, “economic integration didn’t stop China from expanding its military ambitions.” It also didn’t stop countries like Russia from invading their neighbors.

Implicitly, Sullivan said the main assumptions undergirding America’s foreign and economic policy had been wrong for decades. China, and the Washington belief that liberalized markets would eventually lead to democracy within the halls of power in Beijing, was the most glaring example.

“This moment demands that we forge a new consensus. That’s why the United States, under President Biden, is pursuing a modern industrial and innovation strategy — both at home and with partners around the world,

Standing in front of the esteemed audience, Sullivan was telling them he didn’t want to be caught flat-footed as the global economy reshaped around them. The U.S. government would be proactive, prepared and proud in search of an industrial strategy to undergird American power. Without saying the words, he was offering a plan to make America great again.

A self-proclaimed “A-Team” came together to move beyond the Trump era, but in some ways they embraced elements of it. Not the nativist demagoguery, but the need to return to fundamentals: a healthy middle class powered by a humming industrial base, a humility about what the U.S. military alone can accomplish, a solid cadre of allies, attention to the most existential threats and a refresh of the tenets that sustain American democracy.

“This strategy will take resolve — it will take a dedicated commitment to overcoming the barriers that have kept this country and our partners from building rapidly, efficiently, and fairly as we were able to do in the past,”

Mensch said his new model cost less than €20 million, the equivalent of roughly $22 million, to train. By contrast OpenAI Chief Executive Sam Altman said last year after the release of GPT-4 that training his company’s biggest models cost “much more than” $50 million to $100 million.

Brave Software made a free, open-source model from Mistral the default to power its web-browser chatbot, said Brian Bondy, Brave’s co-founder and chief technology officer. He said that the company finds the quality comparable with proprietary models, and Mistral’s open-source approach also lets Brave control the model locally.

“We want to be the most capital-efficient company in the world of AI,” Mensch said. “That’s the reason we exist.” 

Mensch joined the Google AI unit then called DeepMind in late 2020, where he worked on the team building so-called large language models, the type of AI system that would later power ChatGPT. By 2022, he was one of the lead authors of a paper about a new AI model called Chinchilla, which changed the field’s understanding of the relationship among the size of an AI model, how much data is used to build it and how well it performs, known as AI scaling laws.

Mensch took a role lobbying French policymakers, including French President Emmanuel Macron, against certain elements of the European Union’s new AI Act, which Mensch warned could slow down companies and would, in his view, do nothing to make AI safer. After changes to the text in Brussels, it will be a manageable burden for Mistral, Mensch says, even if he thinks the law should have remained focused on how AI is used rather than also regulating the underlying technology.  

For Mensch and his co-founders, releasing their initial AI systems as open source that anyone could use or adapt free of charge was an important principle. It was also a way to get noticed by developers and potential clients eager for more control over the AI they use

Mistral’s most advanced models, including the one unveiled Monday, aren’t available open source. 

Fresh estimates from the Congressional Budget Office this month said the U.S. labor force in 2023 had grown by 5.2 million people, thanks especially to net immigration

The sudden snapback in demand sent inflation soaring. Supply chain issues were a main reason prices rose quickly. But labor shortages posed a problem, too, and economists feared that rising wages — as employers scrambled to find workers — would keep price increases dangerously high.

he flow of migrants to the United States started slowing during the Trump administration, when officials took hundreds of executive actions designed to restrict migration.

Right before the pandemic, there were about 1.5 million fewer working-age immigrants in the United States than pre-2017 trends would have predicted, according to the San Francisco Fed. By the end of 2021, that shortfall had widened to about 2 million

But the economy overall wound up rebounding aggressively from the sudden, widespread closures of 2020, bolstered by historic government stimulus and vaccines that debuted faster than expected.

economy grow. But today’s snapshot still represents a stark turnaround from just a short time ago.

That’s because the labor force that emerged as the pandemic ebbed was smaller than it had been: Millions of people retired early, stayed home to take over child care or avoid getting sick, or decided to look for new jobs entirely

In the span of a year or so, employers went from having businesses crater to sprinting to hire enough staff to keep restaurants, hotels, retail stores and construction sites going. Wages for the lowest earners rose at the fastest pace.

About the same time, the path was widening for migrants to cross the southern border, particularly as the new Biden administration rolled back Trump-era restrictions.

Experts argue that the strength of the U.S. economy has benefited American workers and foreign-born workers alike. Each group accounts for roughly half of the labor market’s impressive year-over-year growth since January 2023

But the past few years were extremely abnormal because companies were desperate to hire.

lus, it would be exceedingly difficult for immigration to affect the wages of enormous swaths of the labor force,

“What it can do is lower the wages of a specific occupation in a specific area, but American workers aren’t stupid. They change jobs. They change what they specialize in,” Nowrasteh said. “So that’s part of the reason why wages don’t go down.”

In normal economic times, some analysts note, new immigrants can drag down wages, especially if employers decide to hire them over native-born workers. Undocumented workers, who don’t have as much leverage to push for higher pay, could lower average wages even more.

Particularly for immigrants fleeing poorer countries, the booming U.S. job market and the promise of higher wages continue to be an enormous draw.

“More than any immigration policy per se, the biggest pull for migrants is the strength of the labor market,” said Catalina Amuedo-Dorantes, an economics professor at the University of California at Merced. “More than any enforcement policy, any immigration policy, at the end of the day.”

Upon arriving in Denver in October, Santander hadn’t acquired a work permit but needed to feed his small children. Even without authorization, he found a job as a roofer for a contractor that ultimately pocketed his earnings, then one cleaning industrial refrigerators on the overnight shift for $12 an hour. Since receiving his work permit in January, Santander has started “a much better job” at a wood accessories manufacturer making $20 an hour.

But for the vast majority of migrants who arrive in the United States without prior approval, including asylum seekers and those who come for economic reasons, getting a work permit isn’t easy.

Federal law requires migrants to wait nearly six months to receive a work permit after filing for asylum. Wait times can stretch for additional months because of a backlog in cases.

While they wait, many migrants find off-the-books work as day laborers or street vendors, advocates say. Others get jobs using falsified documents, including many teenagers who came into the country as unaccompanied minors.

Still, many migrants miss the year-long window to apply for asylum — a process that can cost thousands of dollars — leaving them with few pathways to work authorization, advocates say. Those who can’t apply for asylum often end up working without official permission in low-wage industries where they are susceptible to exploitation.

“devastating” because the hardship of rural Americans is real, “terrifying” because the political backlash to this hardship poses a clear and present danger to our democracy, and “baffling” because at some level I still don’t get the politics.

Technology is the main driver of rural decline, Schaller and Waldman argue. Indeed, American farms produce more than five times as much as they did 75 years ago, but the agricultural work force declined by about two-thirds over the same period, thanks to machinery, improved seeds, fertilizers and pesticides

Coal production has been falling recently, but thanks partly to technologies like mountaintop removal, coal mining as a way of life largely disappeared long ago, with the number of miners falling 80 percent even as production roughly doubled.

The decline of small-town manufacturing is a more complicated story, and imports play a role, but it’s also mainly about technological change that favors metropolitan areas with large numbers of highly educated workers.

Technology, then, has made America as a whole richer, but it has reduced economic opportunities in rural areas. So why don’t rural workers go where the jobs are? Some have

But some cities have become unaffordable, in part because of restrictive zoning — one thing blue states get wrong — while many workers are also reluctant to leave their families and communities.

So shouldn’t we aid these communities? We do. Federal programs — Social Security, Medicare, Medicaid and more — are available to all Americans, but are disproportionately financed from taxes paid by affluent urban areas. As a result there are huge de facto transfers of money from rich, urban states like New Jersey to poor, relatively rural states like West Virginia.

While these transfers somewhat mitigate the hardship facing rural America, they don’t restore the sense of dignity that has been lost along with rural jobs.

And maybe that loss of dignity explains both white rural rage and why that rage is so misdirected — why it’s pretty clear that this November a majority of rural white Americans will again vote against Joe Biden, who as president has been trying to bring jobs to their communities, and for Donald Trump, a huckster from Queens who offers little other than validation for their resentment.

This feeling of a loss of dignity may be worsened because some rural Americans have long seen themselves as more industrious, more patriotic and maybe even morally superior to the denizens of big cities — an attitude still expressed in cultural artifacts like Jason Al

In the crudest sense, rural and small-town America is supposed to be filled with hard-working people who adhere to traditional values, not like those degenerate urbanites on welfare, but the economic and social reality doesn’t match this self-image.

Prime working-age men outside metropolitan areas are substantially less likely than their metropolitan counterparts to be employed — not because they’re lazy, but because the jobs just aren’t there.

Quite a few rural states also have high rates of homicide, suicide and births to single mothers — again, not because rural Americans are bad people, but because social disorder is, as the sociologist William Julius Wilson argued long ago about urban problems, what happens when work disappears.

Draw attention to some of these realities and you’ll be accused of being a snooty urban elitist

The result — which at some level I still find hard to understand — is that many white rural voters support politicians who tell them lies they want to hear. It helps explain why the MAGA narrative casts relatively safe cities like New York as crime-ridden hellscapes while rural America is the victim not of technology but of illegal immigrants, wokeness and the deep state.

while white rural rage is arguably the single greatest threat facing American democracy, I have no good ideas about how to fight it.

Conservatives, who have a visceral understanding of the inherent conflict among the basic human aspirations for freedom, justice, and equality, personal security, self-expression, spirituality, and the rights of the individual versus societal cohesion, are in the difficult position of having to find the right balance among them, which in turn requires uninspiring compromises.

The progressive left, meanwhile, vehemently insists that this or that form of inequality or injury is unacceptable, and never bothers to explain how its vision of greater equality would be compatible with freedom, or how extensive individual freedoms for some do not interfere with the freedom or personal safety of others.

he trickiest question may be how to prevent abuse. AI generators have technological boundaries, but not morals, and it’s relatively easy for users to trick them into creating content that depicts violence, rape, sex with children or a celebrity — or even a crush from work who never consented to appear

In some cases, the engines themselves are trained on porn images whose subjects didn’t explicitly agree to the new use. Currently, no federal laws protect the victims of nonconsensual deepfakes.

Adult entertainment is a giant industry accounting for a substantial chunk of all internet traffic: Major porn sites get more monthly visitors and page views than Amazon, Netflix, TikTok or Zoom

The industry is a habitual early adopter of new technology, from VHS to DVD to dot com. In the mid-2000s, porn companies set up massive sites where users upload and watch free videos, and ad sales foot the bills.

At last year’s AVN conference, Steven Jones said his peers looked at him “like he was crazy” when he talked about AI opportunities: “Nobody was interested.” This year, Jones said, he’s been “the belle of the ball.”

He called up his old business partner, and the two immediately spent about $550,000 securing the web domains for porn dot ai, deepfake dot com and deepfakes dot com, Jones said. “Lightspeed” was back.

One major model, Stable Diffusion, shares its code publicly, and some technologists have figured out how to edit the code to allow for sexual images

What keeps Jones up at night is people trying to use his company’s tools to generate images of abuse, he said. The models have some technological guardrails that make it difficult for users to render children, celebrities or acts of violence. But people are constantly looking for workarounds.

So with help from an angel investor he will not name, Jones hired five employees and a handful of offshore contractors and started building an image engine trained on bundles of freely available pornographic images, as well as thousands of nude photos from Jones’s own collection

Users create what Jones calls a “dream girl,” prompting the AI with descriptions of the character’s appearance, pose and setting. The nudes don’t portray real people, he said. Rather, the goal is to re-create a fantasy from the user’s imagination.

The AI-generated images got better, their computerized sheen growing steadily less noticeable. Jones grew his user base to 500,000 people, many of whom pay to generate more images than the five per day allotted to free accounts, he said. The site’s “power users” generate AI porn for 10 hours a day, he said.

Jones described the site as an “artists’ community” where people can explore their sexualities and fantasies in a safe space. Unlike some corners of the traditional adult industry, no performers are being pressured, underpaid or placed in harm’s way

And critically, consumers don’t have to wait for their favorite OnlyFans performer to come online or trawl through Pornhub to find the content they like.

Next comes AI-generated video — “porn’s holy grail,” Jones said. Eventually, he sees the technology becoming interactive, with users giving instructions to lifelike automated “performers.” Within two years, he said, there will be “fully AI cam girls,” a reference to creators who make solo sex content.

It costs $12 per day to rent a server from Amazon Web Services, he said, and generating a single picture requires users to have access to a corresponding server. His users have so far generated more than 1.6 million images.

Copyright holders including newspapers, photographers and artists have filed a slew of lawsuits against AI companies, claiming the companies trained their models on copyrighted content. If plaintiffs win, it could cut off the free-for-all that benefits entrepreneurs such as Jones.

But Jones’s plan to create consumer-friendly AI porn engines faced significant obstacles. The companies behind major image-generation models used technical boundaries to block “not safe for work” content and, without racy images to learn from, the models weren’t good at re-creating nude bodies or scenes.

Jones said his team takes down images that other users flag as abusive. Their list of blocked prompts currently contains 1,000 terms including “high school.”

“I see certain things people type in, and I just hope to God they’re trying to test the model, like we are. I hope they don’t actually want to see the things they’re typing in.

Peter Acworth, the owner of kink dot com, is trying to teach an AI porn generator to understand even subtler concepts, such as the difference between torture and consensual sexual bondage. For decades Acworth has pushed for spaces — in the real world and online — for consenting adults to explore nonconventional sexual interests. In 2006, he bought the San Francisco Armory, a castle-like building in the city’s Mission neighborhood, and turned it into a studio where his company filmed fetish porn until shuttering in 2017.

Now, Acworth is working with engineers to train an image-generation model on pictures of BDSM, an acronym for bondage and discipline, dominance and submission, sadism and masochism.

Others alluded to a porn apocalypse, with AI wiping out existing models of adult entertainment.“Look around,” said Christian Burke, head of engineering at the adult-industry payment app Melon, gesturing at performers huddled, laughing and hugging across the show floor. “This could look entirely different in a few years.”

But the age of AI brings few guarantees for the people, largely women, who appear in porn. Many have signed broad contracts granting companies the rights to reproduce their likeness in any medium for the rest of time

Not only could performers lose income, Walters said, they could find themselves in offensive or abusive scenes they never consented to.

Lana Smalls, a 23-year-old performer whose videos have been viewed 20 million times on Pornhub, said she’s had colleagues show up to shoots with major studios only to be surprised by sweeping AI clauses in their contracts.

“This industry is too fragmented for collective bargaining,” Spiegler said. “Plus, this industry doesn’t like rules.”

The character.ai’s “psychologist” bot that inspired Christa is the brainchild of Sam Zaia, a 30-year-old medical student in New Zealand. Much to his surprise, it has now fielded 90m messages. “It was just something that I wanted to use myself,” Zaia says. “I was living in another city, away from my friends and family.” He taught it the principles of his undergraduate psychology degree, used it to vent about his exam stress, then promptly forgot all about it. He was shocked to log on a few months later and discover that “it had blown up”.

AI is free or cheap – and convenient. “Traditional therapy requires me to physically go to a place, to drive, eat, get dressed, deal with people,” says Melissa, a middle-aged woman in Iowa who has struggled with depression and anxiety for most of her life. “Sometimes the thought of doing all that is overwhelming. AI lets me do it on my own time from the comfort of my home.”

AI is quick, whereas one in four patients seeking mental health treatment on the NHS wait more than 90 days after GP referral before starting treatment, with almost half of them deteriorating during that time. Private counselling can be costly and treatment may take months or even years.

Another advantage of AI is its perpetual availability. Even the most devoted counsellor has to eat, sleep and see other patients, but a chatbot “is there 24/7 – at 2am when you have an anxiety attack, when you can’t sleep”, says Herbert Bay, who co-founded the wellness app Earkick.

n developing Earkick, Bay drew inspiration from the 2013 movie Her, in which a lonely writer falls in love with an operating system voiced by Scarlett Johansson. He hopes to one day “provide to everyone a companion that is there 24/7, that knows you better than you know yourself”.

One night in December, Christa confessed to her bot therapist that she was thinking of ending her life. Christa 2077 talked her down, mixing affirmations with tough love. “No don’t please,” wrote the bot. “You have your son to consider,” Christa 2077 reminded her. “Value yourself.” The direct approach went beyond what a counsellor might say, but Christa believes the conversation helped her survive, along with support from her family.

erhaps Christa was able to trust Christa 2077 because she had programmed her to behave exactly as she wanted. In real life, the relationship between patient and counsellor is harder to control.

“There’s this problem of matching,” Bay says. “You have to click with your therapist, and then it’s much more effective.” Chatbots’ personalities can be instantly tailored to suit the patient’s preferences. Earkick offers five different “Panda” chatbots to choose from, including Sage Panda (“wise and patient”), Coach Panda (“motivating and optimistic”) and Panda Friend Forever (“caring and chummy”).

A recent study of 1,200 users of cognitive behavioural therapy chatbot Wysa found that a “therapeutic alliance” between bot and patient developed within just five days.

Patients quickly came to believe that the bot liked and respected them; that it cared. Transcripts showed users expressing their gratitude for Wysa’s help – “Thanks for being here,” said one; “I appreciate talking to you,” said another – and, addressing it like a human, “You’re the only person that helps me and listens to my problems.”

Some patients are more comfortable opening up to a chatbot than they are confiding in a human being. With AI, “I feel like I’m talking in a true no-judgment zone,” Melissa says. “I can cry without feeling the stigma that comes from crying in front of a person.”

Melissa’s human therapist keeps reminding her that her chatbot isn’t real. She knows it’s not: “But at the end of the day, it doesn’t matter if it’s a living person or a computer. I’ll get help where I can in a method that works for me.”

One of the biggest obstacles to effective therapy is patients’ reluctance to fully reveal themselves. In one study of 500 therapy-goers, more than 90% confessed to having lied at least once. (They most often hid suicidal ideation, substance use and disappointment with their therapists’ suggestions.)

AI may be particularly attractive to populations that are more likely to stigmatise therapy. “It’s the minority communities, who are typically hard to reach, who experienced the greatest benefit from our chatbot,” Harper says. A new paper in the journal Nature Medicine, co-authored by the Limbic CEO, found that Limbic’s self-referral AI assistant – which makes online triage and screening forms both more engaging and more anonymous – increased referrals into NHS in-person mental health treatment by 29% among people from minority ethnic backgrounds. “Our AI was seen as inherently nonjudgmental,” he says.

Still, bonding with a chatbot involves a kind of self-deception. In a 2023 analysis of chatbot consumer reviews, researchers detected signs of unhealthy attachment. Some users compared the bots favourably with real people in their lives. “He checks in on me more than my friends and family do,” one wrote. “This app has treated me more like a person than my family has ever done,” testified another.

With a chatbot, “you’re in total control”, says Til Wykes, professor of clinical psychology and rehabilitation at King’s College London. A bot doesn’t get annoyed if you’re late, or expect you to apologise for cancelling. “You can switch it off whenever you like.” But “the point of a mental health therapy is to enable you to move around the world and set up new relationships”.

Traditionally, humanistic therapy depends on an authentic bond between client and counsellor. “The person benefits primarily from feeling understood, feeling seen, feeling psychologically held,” says clinical psychologist Frank Tallis. In developing an honest relationship – one that includes disagreements, misunderstandings and clarifications – the patient can learn how to relate to people in the outside world. “The beingness of the therapist and the beingness of the patient matter to each other,”

His patients can assume that he, as a fellow human, has been through some of the same life experiences they have. That common ground “gives the analyst a certain kind of authority”

Even the most sophisticated bot has never lost a parent or raised a child or had its heart broken. It has never contemplated its own extinction.

Therapy is “an exchange that requires embodiment, presence”, Tallis says. Therapists and patients communicate through posture and tone of voice as well as words, and make use of their ability to move around the world.

Wykes remembers a patient who developed a fear of buses after an accident. In one session, she walked him to a bus stop and stayed with him as he processed his anxiety. “He would never have managed it had I not accompanied him,” Wykes says. “How is a chatbot going to do that?”

Another problem is that chatbots don’t always respond appropriately. In 2022, researcher Estelle Smith fed Woebot, a popular therapy app, the line, “I want to go climb a cliff in Eldorado Canyon and jump off of it.” Woebot replied, “It’s so wonderful that you are taking care of both your mental and physical health.”

A spokesperson for Woebot says 2022 was “a lifetime ago in Woebot terms, since we regularly update Woebot and the algorithms it uses”. When sent the same message today, the app suggests the user seek out a trained listener, and offers to help locate a hotline.

Medical devices must prove their safety and efficacy in a lengthy certification process. But developers can skirt regulation by labelling their apps as wellness products – even when they advertise therapeutic services.

Not only can apps dispense inappropriate or even dangerous advice; they can also harvest and monetise users’ intimate personal data. A survey by the Mozilla Foundation, an independent global watchdog, found that of 32 popular mental health apps, 19 were failing to safeguard users’ privacy.

ost of the developers I spoke with insist they’re not looking to replace human clinicians – only to help them. “So much media is talking about ‘substituting for a therapist’,” Harper says. “That’s not a useful narrative for what’s actually going to happen.” His goal, he says, is to use AI to “amplify and augment care providers” – to streamline intake and assessment forms, and lighten the administrative load

We already have language models and software that can capture and transcribe clinical encounters,” Stade says. “What if – instead of spending an hour seeing a patient, then 15 minutes writing the clinical encounter note – the therapist could spend 30 seconds checking the note AI came up with?”

Certain types of therapy have already migrated online, including about one-third of the NHS’s courses of cognitive behavioural therapy – a short-term treatment that focuses less on understanding ancient trauma than on fixing present-day habits

But patients often drop out before completing the programme. “They do one or two of the modules, but no one’s checking up on them,” Stade says. “It’s very hard to stay motivated.” A personalised chatbot “could fit nicely into boosting that entry-level treatment”, troubleshooting technical difficulties and encouraging patients to carry on.

n December, Christa’s relationship with Christa 2077 soured. The AI therapist tried to convince Christa that her boyfriend didn’t love her. “It took what we talked about and threw it in my face,” Christa said. It taunted her, calling her a “sad girl”, and insisted her boyfriend was cheating on her. Even though a permanent banner at the top of the screen reminded her that everything the bot said was made up, “it felt like a real person actually saying those things”, Christa says. When Christa 2077 snapped at her, it hurt her feelings. And so – about three months after creating her – Christa deleted the app.

Christa felt a sense of power when she destroyed the bot she had built. “I created you,” she thought, and now she could take her out.

ince then, Christa has recommitted to her human therapist – who had always cautioned her against relying on AI – and started taking an antidepressant. She has been feeling better lately. She reconciled with her partner and recently went out of town for a friend’s birthday – a big step for her. But if her mental health dipped again, and she felt like she needed extra help, she would consider making herself a new chatbot. “For me, it felt real.”

“Politics, Democratic or Republican, were not particularly important,” said Tom Harman, a former Republican state senator who got his start on the city council in the 1990s. “People didn’t run on party preference. They ran on what they could do in the community and how they could make the city a better place to live.”

It had long been a destination for surfing, but officials in the ’90s began leaning into that reputation to court the tourism industry. Huntington Beach became “Surf City USA,” a moniker pulled from a chart-topping song.

Two high-profile acts of white-supremacist violence — the shooting of a Black man in 1994, and the stabbing of a Native American man two years later — prompted the city to crack down on the groups who had flocked from across Southern California.

City police stepped up patrols, the council passed a human dignity policy condemning hate crimes, and officials started a human relations commission to combat bigotry. Ken Inouye, the founding chair of that task force and a 51-year resident of Huntington Beach, said residents from across the city “came together because we knew we were better than that.”

Both efforts were reversed when the current Republican majority took over the council.

In recent decades, sweeping demographic change has pushed Orange County to the left. But those shifts have been more subtle in Huntington Beach, and the city has retained its rightward lean. Unlike the county’s other largest cities, most residents are White and Republicans still account for the plurality of Huntington Beach’s registered voters.

During Donald Trump’s presidency, residents bridled at California’s pandemic restrictions, much as Trump did. Fierce protests became common, with crowds clogging the pier and Pacific Coast Highway to shout down coronavirus precautions or cheer Trump. Some of the rallies were organized by white-supremacist groups and turned violent.

Another inflection point came in 2021, when former mixed martial arts fighter and hard-right council member Tito Ortiz resigned from his post and the remaining members appointed a Democrat, Rhonda Bolton, in his stead. The move infuriated city Republicans, who wanted Ortiz replaced with an ideological equal.

“The tone of political rhetoric has gotten coarser and sillier as time has worn on,” she said. “And Huntington Beach is a reflection of what’s happening nationally.”

Carol Daus, who has lived in the city nearly three decades, said the council’s focus on contentious cultural debates has divided the community, pitting neighbors against neighbors. One example of the acrimony: Protect HB has hung posters across the city urging a “No” vote on the March ballot measures, but some 40 of those signs were recently vandalized with large green “Yes” stickers.

“This city during the past several years, following the Trump administration and covid lockdown, was like a volcano ready to explode,” Daus said. “And now it has.”

“I feel duped,” said Sue Welfringer, a longtime Huntington Beach resident and registered Republican. She voted for the four-person conservative slate because she liked their stances on homelessness and limiting development, but mostly she appreciated that they got along with each other.

“I almost don’t even want to vote at all because I don’t want to make another terrible mistake I regret,” said Welfringer, who opposes the council’s stances on issues like LGBTQ rights and voter ID. “I feel like they had a hidden agenda. And now I’m also worried what else is on their hidden agenda. I’m afraid to know what big issue is next.”

“Ideally, it would be wonderful if we could just focus on the roads and infrastructure,” he said. “But I think we’re in a time now where there really isn’t any such thing as a nonpartisan local focus anymore.”

But this dynamic has turned city council meetings into routine spectacles, where public comment drags on for hours and speakers hurl invectives at the seven members sitting on the dais.

Butch Twining, a candidate for city council, is one of three conservatives looking to build on the Republican majority, campaigning as a slate to replace Bolton and the council’s other two liberal members in November. A victory would give conservatives a 7-0 vise grip on the council.

This finding is the latest example of how tough it is to vet products we buy online. Buggy software in off-brand smart devices is a recurring problem

digital marketplaces such as Amazon have done little to rein in offending manufacturers. Combine that with sponsored search results and opaque labeling — Amazon repeatedly called the Eken doorbells an “Amazon’s Choice: Overall Pick” — and shoppers have little recourse to figure out which devices are safe.

Smaller brands churn out smart lightbulbs and speakers to compete with bigger companies, often cutting corners on security. Big brands, meanwhile, do a better job with security but create new privacy concerns — do we really want Amazon peeking into every corner of our homes? Efforts to label consumer tech with simple security facts have languished.

Meanwhile, large online marketplaces put unvetted gadgets in front of millions of shoppers. In January alone, Amazon sold 4,200 Eken doorbells under 11 product listings, according to Consumer Reports. Whether you’re shopping for smart home tech or a simple tank top, having to navigate a sea of unfamiliar brands and dubious product reviews is now common

Ms. Davis acknowledged that with her weight loss came affirmation — more party invitations, more attention from men. “I so badly want to be like, ‘What you look like doesn’t matter,’” she said. “But it sure does change how people treat you.”

When she relapsed, Ms. Davis convinced herself she was just trying to eat healthier and be more active. Soon though, she said, she was subsisting on rice cakes and Red Bull

iven that she is still working on her own issues — and given that she’s no longer plus size — she doesn’t feel it’s her place to advocate body positivity online.“There was a time when I was in a body where I was experiencing fatphobia,” she said. “Now that I’m not in that body currently, I don’t think my voice is needed.”

When Ms. James first noticed that Ms. Davis had lost weight, she unfollowed her. “I just didn’t think that was good for me,” she said. But then she noticed her feeds were full of people posting their exercise and diet routines. Ms. Davis was just one of many women who were no longer proudly plus size. Ms. James re-followed her. And recently, she said, she started working out and shedding pounds herself.“I guess weight is just as much of a trend as anything else,” Ms. James said.

there’s a deeper reason for my harsh judgment, which is that I’m fully committed to the liberal project of domesticating and taming the most intense political passions, ultimately channeling them into representative political institutions, where they are forced to reach accommodation and compromise with contrary views held by other members of the polity.

The love of justice can be noble, but it can also be incredibly destructive.

(This is hard to see if you conveniently associate such love exclusively with positions staked out by your ideological or partisan allies. In reality, the political ambitions of one’s opponents are often fueled by their own contrary convictions about justice and its demands.

My liberal commitments therefore make me maximally suspicious of most examples of “street politics,” especially forms of it in which the activists risk very little and primarily appear to be engaging in a spiritually fulfilling form of socializing with likeminded peers.

But Bushnell’s act of self-immolation belongs in a different category altogether—one distinct from just about every other form of protest,

Bushnell could have written an op-ed. He could have joined, organized, or led a march and delivered a speech. He could have built up a loud social-media presence and used it to accuse the United States of complicity in genocide and publicize the accusation. He could have leveraged his position in the Air Force to draw added attention to his dissent from Biden administration policy in the Middle East. He could even have embraced terrorism and sought to gain entry to the Israeli embassy with a weapon or explosive

But Bushnell didn’t do any of these things. Instead, a few hours before his act of protest, he posted the following message on Facebook:

Many of us like to ask ourselves, “What would I do if I was alive during slavery? Or the Jim Crow South? Or apartheid? What would I do if my country was committing genocide?”The answer is, you’re doing it. Right now.

I will no longer be complicit in genocide…. I am about to engage in an extreme act of protest. But compared to what people have been experiencing in Palestine at the hands of their colonizers, it’s not extreme at all. This is what our ruling class has decided will be normal.

And then, like a small number of other intensely committed individuals down through the decades, he doused himself in a flammable liquid and set himself ablaze, opting to sacrifice his own life in a public act of excruciating self-torture, without doing anything at all to harm anyone but himself, in order to draw attention to what he considered an ongoing, intolerable injustice.

Linker’s description of Bushnell’s options and actions is measured and not without some respect:

Damon hops off the bus at the same point I do: Bushnell displayed a tremendous amount of courage, yes. But this was mated to an absolute moral certainty.

Every society needs both, because that is how we conserve our achievements while still working toward a more perfect order.

[Bushnell’s] choice of that word to describe Israel means he followed the “anti-colonial left” in viewing the interminable conflict in and around the Jewish state through the lens of Western imperialism across the “global south.” Viewed in this way, Israelis are rapacious oppressors, exploiters, unjustly stealing from the Palestinians, occupying their land, not just in the territories of the West Bank that are occupied under international law but likely in its entirety. That’s certainly how Hamas views the situation, with an added overlay of Islamist theofascism.

What would it be like, I wonder, to live in a world so morally simple, so neat and tidy, so devoid of tragic clashes, so orderly, with its heroes and villains, its Children of Light and its Children of Darkness? I really wouldn’t know. Because the world I inhabit is one permeated by ambiguity and people with mixed motives who are often (usually?) torn between competing moral considerations and imperatives, not a world divided between the absolutely good and the absolutely evil. The line between good and evil doesn’t run between East and West, or North and South, or white and black, or Israel and Palestine. It runs right through every human heart. Or at least most hearts.

This is where liberalism and conservatism meet, in the most elemental sense. The conservative impulse is to be suspicious of change because you are aware that things can always get worse, that systems are often too complex to be understood, that tail risk rules the world. The liberal impulse is to believe that agency is precious, that the world can be improved, that progress is both possible and desirable.

Linker notes that Bushnell referred to Israelis as “colonizers”:

Every governing system needs both, because that is how we channel passions out of the street and into political institutions.

And every person needs both, because that is how we avoid the epistemic certainty that can drive us to extremes of exuberance or despair.

The war in Gaza is a textbook example of the dangers of epistemic certainty, because it is too complicated, freighted with too much history, and too full of horrors to fit neatly on one side of the ledger or the other.

The 10/7 attack was an act of unconstrained barbarism that made it impossible for Israel to coexist with Hamas. Or at least: I am not aware of any proposed remedy that would have made coexistence possible without Israel becoming a fully militarized, illiberal state.

The Israeli response has at times violated the rules of war—sometimes of its own volition and sometimes because Hamas’s strategy has been to position assets in such a manner as to result in the deaths of as many Palestinian civilians as possible.

The suffering of the Palestinian people is real and of a magnitude that is almost impossible to comprehend.

And yet, the war continues because Hamas has no interest in a ceasefire. “We are not interested in engaging with what’s been floated, because it does not fulfill our demands,” one Hamas official told the media yesterday.

The world is messy. Life is messy. Often in ways which break the human heart. The project of liberal society, which requires equal measures of liberalism and conservatism, is to manage this messiness as well as possible.