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I’m standing before them not as an ambassador of certainty or a font of unassailable verities but as an emissary of doubt. I want to give them intelligent questions, not final answers. I want to teach them how much they have to learn — and how much they will always have to learn.

each component of it was about the same quality: humility.

The grammar-and-spelling bit was about surrendering to an established and easily understood way of doing things that eschewed wild individualism in favor of a common mode of communication. It showed respect for tradition, which is a force that binds us, a folding of the self into a greater whole

The voices bit — well, that’s obvious. It’s a reminder that we share the stages of our communities, our countries, our worlds, with many other actors and should conduct ourselves in a manner that recognizes this fact. A

I’d also been delivering that spiel for more than two years before I realized that humility is the antidote to grievance.

We live in an era defined and overwhelmed by grievance — by too many Americans’ obsession with how they’ve been wronged and their insistence on wallowing in ire

This anger reflects a pessimism that previous generations didn’t feel

They promote a self-obsession at odds with community, civility, comity and compromise. It’s a problem of humility.

They elevated how they viewed the world and what they wanted over tradition, institutional stability, law, order.

The Jan. 6 insurrectionists were delusional, frenzied, savage. But above all, they were unhumble. They decided that they held the truth, no matter all the evidence to the contrary.

anti-Trumps will be our salvation, and I say that not along partisan or ideological lines. I’m talking about character and how a society holds itself together.

It does that with concern for the common good, with respect for the institutions and procedures that protect that and with political leaders who ideally embody those traits or at least promote them.

He was fond of quoting Philippians 2:3, which he invoked as a lodestar for his administration. “Do nothing out of selfish ambition or vain conceit,” it says. “Rather, in humility value others above yourself.”

Governing, as opposed to demagoguery, is about earning others’ trust and cooperation. Exhibiting a willingness to listen to and to hear them goes a long way toward that.

“Insight and knowledge come from curiosity and humility,” Mr. Baker wrote in a 2022 book, “Results,” coauthored with his chief of staff, Steve Kadish, a Democrat. “Snap judgments — about people or ideas — are fueled by arrogance and conceit. They create blind spots and missed opportunities. Good ideas and interesting ways to accomplish goals in public life exist all over the place if you have the will, the curiosity, and the humility to find them.”

‘Yes, there’s demanding, but there’s also asking,’” he recalled. “And one is not the enemy of the other. People don’t like being accused, people don’t like being condemned, people don’t like being alienated. It’s a matter of conversation and persuasion.”

the message delivered by Loretta Ross, a longtime racial justice and human rights advocate, through her teaching, public speaking and writing. Troubled by the frequent targeting and pillorying of people on social media, she urged the practice of calling in rather than calling out those who’ve upset you. “Call-outs make people fearful of being targeted,” she wrote in a guest essay for Times Opinion. “People avoid meaningful conversations when hypervigilant perfectionists point out apparent mistakes, feeding the cannibalistic maw of the cancel culture.” Instead, she advised, engage them. If you believe they need enlightenment, try that route, “without the self-indulgence of drama,” she wrote.

She was also recognizing other people’s right to disagree — to live differently, to talk differently. Pluralism is as much about that as it is about a multiracial, multifaith, multigender splendor.

Tolerance shares DNA with respect. It recognizes that other people have rights and inherent value even when we disagree vehemently with them.

we mustn’t treat every wound, every obstacle, as some cosmic outrage or mortal danger. We mustn’t lose sight of the struggle, imperfection and randomness of life. We mustn’t overstate our vulnerability and exaggerate our due.

While grievance blows our concerns out of proportion, humility puts them in perspective. While grievance reduces the people with whom we disagree to caricature, humility acknowledges that they’re every bit as complex as we are — with as much of a stake in creating a more perfect union.

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.”

the red-blue divide is perhaps less illuminating than the gap between engaged and disengaged Americans, in which an exhausted majority encounters the highly polarized activist wings of both parties and shrinks back from the fray

The wings aren’t changing each other’s minds — hard-core Democrats aren’t going to persuade hard-core Republicans — but they’re also not reaching sufficient numbers of persuadable voters to break America’s partisan deadlock.

In 2020, when I was doing research for my book about the growing danger of partisan division, I began to learn more about what extreme partisanship does not only to our hearts but also to our minds.

It can deeply and profoundly distort the way we view the world. We become so emotionally and spiritually invested in the outcome of a political contest that we can inadvertently become disconnected from reality.

Our heart connects with our mind in such a way that the heart demands that the mind conform to its deepest desires

When a partisan encounters negative information, it can often trigger the emotional equivalent of a fight-or-flight response. This applies not just to negative arguments but also to negative facts. To deal with the emotional response, we seek different arguments and alternative facts.

If you are a true partisan, you essentially become an unpaid lawyer for your side. Every “good” fact that bolsters your argument is magnified. Every “bad” fact is minimized or rationalized.

When partisanship reaches its worst point, every positive claim about your side is automatically believed, and every negative allegation is automatically disbelieved.

allegations of wrongdoing directed at your side are treated as acts of aggression — proof that “they” are trying to destroy “us.”

You see this reality most plainly in the daily Republican theatrics surrounding Trump’s criminal indictments. Rather than wrestle seriously with the profoundly troubling claims against him, they treat the criminal cases as proof of Democratic perfidy. They believe every claim against Hunter and Joe Biden and not a single claim against Trump.

ask why people are checking out, and one reason is that partisans make it so very difficult to engage.

The problem is most pronounced (and often overtly threatening) on the MAGA right, but it’s endemic to our partisan wings

as partisanship deepens, partisan subcultures can get increasingly weird. They become so convinced of the us-versus-them dynamic that they’ll eventually believe virtually anything, as long as it’s a claim against the other side.

If decades of partisanship have persuaded you that your opponents are evil, have no morals and want to destroy the country, then why wouldn’t they hack voting machines or recruit a pop star as a government asset?

I have some rules to help temper my worst partisan impulses.

Expose yourself to the best of the other side’s point of view — including the best essays, podcasts and books.

when you encounter a new idea, learn about it from its proponents before you read its opponents.

when you encounter bad news about a cause that you hold dear — whether it’s a presidential campaign, an international conflict or even a claim against a person you admire, take a close and careful look at the evidence

The roots of this phenomenon have been well studied. They include the cultural aggression of elite institutions and the predictable reaction to it, the nationalization of issues abetted by the collapse of local media and the pernicious effects of the antisocial media.

The gerrymandering that once exaggerated a dominant party’s political margin is no longer much of a factor; social clustering and these other factors have often done a more effective job than the political bosses ever did. In many jurisdictions today, one would have to reverse gerrymander, mixing geographies and crossing all kinds of legal boundary lines, to produce a truly competitive electorate.

Our campaign messages, as they had to, mostly centered on specific, new ideas: ethics reforms, access to health insurance, property tax caps, automatic tax refunds and many more, all couched in rhetoric stressing Indianans’ commonality as people, and the need for every part of the state to participate fully in its better future. Boy, is that passé.

Ideas fashioned not to stroke the erogenous zones of a riled-up minority of left or right, but to speak to the broader public in pursuit of a general election victory, evoke our common interest instead of our differences and antagonisms. But such campaigns rarely make sense these days.

Political campaigns need not necessarily be dispiriting, narrowcasting mudfests. They can be vehicles, in fact the best possible vehicles, for floating constructive ideas to an attentive public. Ideas proposed by a successful campaign have a higher likelihood of enactment after the election

Once in office, to make effective change, we had to engage with our Democratic counterparts, even in the years when we achieved full but narrow legislative control.

In 2024, 30 states feature not only trifecta government but 2-to-1 majorities in at least one house. In that setting, both campaigns and governance look totally different than they do in genuine two-party polities.

This year, our next governor ran a smart race and won his victory fair and square. The problem is that neither he, nor any of his competitors, had an incentive to offer their soon-to-be employers a sense of how Indiana could move forward.

What voters saw instead, besides attacks on each other, were political advertisements centered on “standing up to China,” taking on foreign drug cartels and closing the Mexican border. It became difficult to tell whether these folks were running for secretary of state or secretary of homeland security.

Wise policy and good government can and do emerge in lopsided states. But competition, always and everywhere, fosters innovation. In politics, it also compels a sensitivity and an outreach to the widest possible audiences.

The contours of the current system don’t conduce to those outcomes; until that changes, we have to hope for candidates who, elected by 5 percent of the state, somehow come to consider their duty of service to all the rest.

A closer look, however, would have revealed that individual journalists at BNN published lengthy stories as often as multiple times a minute, writing in generic prose familiar to anyone who has tinkered with the A.I. chatbot ChatGPT.

How easily the site and its mistakes entered the ecosystem for legitimate news highlights a growing concern: A.I.-generated content is upending, and often poisoning, the online information supply.

The websites, which seem to operate with little to no human supervision, often have generic names — such as iBusiness Day and Ireland Top News — that are modeled after actual news outlets. They crank out material in more than a dozen languages, much of which is not clearly disclosed as being artificially generated, but could easily be mistaken as being created by human writers.

Now, experts say, A.I. could turbocharge the threat, easily ripping off the work of journalists and enabling error-ridden counterfeits to circulate even more widely — as has already happened with travel guidebooks, celebrity biographies and obituaries.

The result is a machine-powered ouroboros that could squeeze out sustainable, trustworthy journalism. Even though A.I.-generated stories are often poorly constructed, they can still outrank their source material on search engines and social platforms, which often use A.I. to help position content. The artificially elevated stories can then divert advertising spending, which is increasingly assigned by automated auctions without human oversight.

NewsGuard, a company that monitors online misinformation, identified more than 800 websites that use A.I. to produce unreliable news content.

Low-paid freelancers and algorithms have churned out much of the faux-news content, prizing speed and volume over accuracy.

Former employees said they thought they were joining a legitimate news operation; one had mistaken it for BNN Bloomberg, a Canadian business news channel. BNN’s website insisted that “accuracy is nonnegotiable” and that “every piece of information underwent rigorous checks, ensuring our news remains an undeniable source of truth.”

this was not a traditional journalism outlet. While the journalists could occasionally report and write original articles, they were asked to primarily use a generative A.I. tool to compose stories, said Ms. Chakraborty and Hemin Bakir, a journalist based in Iraq who worked for BNN for almost a year. They said they had uploaded articles from other news outlets to the generative A.I. tool to create paraphrased versions for BNN to publish.

Mr. Chahal’s evangelism carried weight with his employees because of his wealth and seemingly impressive track record, they said. Born in India and raised in Northern California, Mr. Chahal made millions in the online advertising business in the early 2000s and wrote a how-to book about his rags-to-riches story that landed him an interview with Oprah Winfrey.

Mr. Chahal told Mr. Bakir to focus on checking stories that had a significant number of readers, such as those republished by MSN.com.Employees did not want their bylines on stories generated purely by A.I., but Mr. Chahal insisted on this. Soon, the tool randomly assigned their names to stories.

This crossed a line for some BNN employees, according to screenshots of WhatsApp conversations reviewed by The Times, in which they told Mr. Chahal that they were receiving complaints about stories they didn’t realize had been published under their names.

According to three journalists who worked at BNN and screenshots of WhatsApp conversations reviewed by The Times, Mr. Chahal regularly directed profanities at employees and called them idiots and morons. When employees said purely A.I.-generated news, such as the Fanning story, should be published under the generic “BNN Newsroom” byline, Mr. Chahal was dismissive.“When I do this, I won’t have a need for any of you,” he wrote on WhatsApp.Mr. Bakir replied to Mr. Chahal that assigning journalists’ bylines to A.I.-generated stories was putting their integrity and careers in “jeopardy.”

This was a strategy that Mr. Chahal favored, according to former BNN employees. He used his news service to exercise grudges, publishing slanted stories about a politician from San Francisco he disliked, Wikipedia after it published a negative entry about BNN Breaking and Elon Musk after accounts belonging to Mr. Chahal, his wife and his companies were suspended o

The increasing popularity of programmatic advertising — which uses algorithms to automatically place ads across the internet — allows A.I.-powered news sites to generate revenue by mass-producing low-quality clickbait content

Experts are nervous about how A.I.-fueled news could overwhelm accurate reporting with a deluge of junk content distorted by machine-powered repetition. A particular worry is that A.I. aggregators could chip away even further at the viability of local journalism, siphoning away its revenue and damaging its credibility by contaminating the information ecosystem.

A lot of the news, however, is bad.

The bad news includes examples of people who reacted to Saturday’s events by glorifying violence, or by mocking its victims

The abject tactical failures of the Secret Service pose structural questions that urgently need to be answered.

The first conspiracies came from Trump’s detractors. As soon as the first pictures of his injury emerged, some influential Democratic activists and advisors suggested that this was a false flag operation, designed to strengthen his appeal.

Biden has, for example, repeatedly claimed that he decided to enter the 2020 presidential race after hearing Trump referring to the neo-Nazis and white supremacists who assembled for a deadly rally in Charlottesville in 2017 as “very fine people.” But while Trump was characteristically meandering and irresponsible in his remarks after that rally, he explicitly stated that “I'm not talking about the neo-Nazis and the white nationalists, because they should be condemned totally.”

Parts of the left have justified some forms of violence in the last years. Movements like Antifa explicitly glorify political violence, reserving for themselves both the right to take action against anyone they consider fascist, and the right to determine who should be included in that category

All of this is shameful. It must be called out and condemned without hedging or special pleading. But it also shouldn’t be inflated to imply that the Democratic establishment or the mainstream media has in general started to glorify violence.

Conversely, there is no doubt that parts of the Republican Party and the conservative movement have glorified political violence in the last years.

All of this is shameful, all the more so for coming from the most senior officials within the Republican Party. All of this must be called out and condemned without hedging or special pleading, something that the conservative media ecosystem have notably failed to do.

no excuse for overstating the extent to which the other side embraces political violence. And that is something that the most senior Democrats, from Joe Biden on down, have consistently done.

But the extent of conspiracism was much worse on the right.

he question of the day has come to be whether it is appropriate to portray Trump as an existential threat to democracy.

If it was appropriate to resist Hitler by violent means, and Trump is his modern-day equivalent, then (so goes the tacit implication of the New Republic’s cover), why shouldn’t it be legitimate to resist Trump by violent means?

Depressingly often, in American politics, both sides are badly wrong. In this particular case, it seems to me that both sides are mostly right.

It is perfectly appropriate—even in the aftermath of Saturday’s unconscionable attack on Trump—to warn about what his presidency may mean for America’s democracy. But there is never an excuse—even and especially when the stakes are truly high—for fear-mongering that distorts the exact nature of that threat.

if moments of tragedy and upheaval reveal the true state of a country, the first draft of America’s report card puts it in danger of failing. Most Americans continue to abhor violence. Our mutual hatred still knows limits. And yet the mix of institutional failure, conspiracist thinking, and partisan fear-mongering is very potent. The risk that it may yet set in motion dynamics which overwhelm the decent instincts of most ordinary Americans remains very real

As a history teacher in a large, diverse suburban high school, I have spent more and more time in recent years trying (with mixed results) to "win back" white boys falling down dark internet rabbit holes of racist, Islamophobic and antisemitic conspiracy theories, misogyny, etc. Most of these boys of course do not end up as shooters (when I suspect that might be the case I go right to administration), but they do end up holding horrifying views that bode ill for the future of our polity.

What defies the typical "shooter" stereotype among most in this larger universe of white boys getting radicalized online is that most, though not all, of the latter (in my experience) are among my most intellectually curious, thoughtful and sensitive students. But, to use Professor Henderson's phraseology, they are not "alphas." Some have friends, even girlfriends, but none of them are part of the "popular" crowd. They are bright, but not "good at school" like the students who end up in your Ivy League courses. At 15 or 16 or 17, they feel (correctly) that they have something to offer the world, but feel they have been locked out of all the paths to success in their narrow world: They'll never be star athletes, or valedictorian, or one of the popular kids.

They feel like the message we as a society (schools, YA literature, "mainstream media") are sending them is that "You are privileged; you are the oppressor, you are the cause and beneficiary of all the world's injustices." The complexities of graduate level political theory are generally lost on a teenage boy who feels like the whole world is against him. The irony is these are the boys who actually care about issues of justice. The quarterback and the debate champion don't care if you throw their privilege in their face. They know their worth and are too busy to care.

I am sharing this comment not so much to identify what motivates shooters - I have no expertise in criminal pathology - but more in terms of the educational vacuum creating a generation of disaffected young men open to believe conspiracy theories because we are no longer offering them an alternative narrative of Americanism that speak to them as powerfully as those of the conspiracy theorists, the White Nationalists, and the miraculously save man who will be their retribution.