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Those encounters renew my belief that Americans will find ways to build solidarity on behalf of our values, our country and our fragile planet.

I try to stay forward-focused. Two of my favorite words are “over” and “next.” It’s an attitude that has served me well through a long life of ups and downs

along with a deeply felt appreciation for the absurdity of the human condition.

“I want this trial to be seen by everybody in the world,” Mr. Trump said to a cheering crowd, referring to his federal election trial in Washington. “The prosecution wishes to continue this travesty in darkness, and I want sunlight.”

As he has before, Mr. Trump again called for executing drug dealers, praising China for making drug trafficking a capital offense. But in New Hampshire, a state where the opioid crisis has hit particularly hard, he turned to an informal straw poll to strengthen his case.

“Let’s have a vote,” Mr. Trump said to the crowd. “Who would be in favor of the death penalty — now, wait, don’t go yet — knowing that it will solve the problem?”

Mr. Trump also repeated lies, falsehoods, exaggerations and half-truths that he has told routinely on a number of subjects, including on gas prices, U.S. energy independence, election fraud and the 2020 elections.“I’m a very proud election denier,”

And he complimented President Xi Jinping of China, of whom he said, “He’s like Central Casting. There’s nobody in Hollywood that can play the role of President Xi — the look, the strength, the voice.”

“This is a small but significant step in the right direction,”

she was troubled by the court’s failure to acknowledge past transgressions and the lack of a mechanism to enforce the new restrictions.

“It’s good that they did this,” he said. “It’s good that they feel some obligation to respond to public criticism and act like they care.”But, he added, “in terms of the content, it doesn’t seem to move the ball much.”

The main difference between the new code and the one that applies to other federal judges is in its treatment of recusal. In commentary the court issued along with the code, the justices said they must be wary of disqualifying themselves from cases because — unlike judges on lower courts — they cannot be replaced when they do

“Because of the broad scope of the cases that come before the Supreme Court and the nationwide impact of its decisions,” the commentary said, the provision on recusal “should be construed narrowly.”

In all, said James Sample, a law professor at Hofstra University, the new code is a modest improvement.“Will this code of conduct solve the problems?” he asked. “No. There will certainly be questions as to enforcement. There will be questions as to details, and you can quibble over certain of the provisions. But this is a significant step.”

The eerily humanlike chatbot, which went viral last year by generating its own answers to prompts, blindsided E.U. policymakers. The type of A.I. that powered ChatGPT was not mentioned in the draft law and was not a major focus of discussions about the policy. Lawmakers and their aides peppered one another with calls and texts to address the gap, as tech executives warned that overly aggressive regulations could put Europe at an economic disadvantage.

Even now, E.U. lawmakers are arguing over what to do, putting the law at risk. “We will always be lagging behind the speed of technology,” said Svenja Hahn, a member of the European Parliament who was involved in writing the A.I. law.

Lawmakers and regulators in Brussels, in Washington and elsewhere are losing a battle to regulate A.I. and are racing to catch up, as concerns grow that the powerful technology will automate away jobs, turbocharge the spread of disinformation and eventually develop its own kind of intelligence.

Nations have moved swiftly to tackle A.I.’s potential perils, but European officials have been caught off guard by the technology’s evolution, while U.S. lawmakers openly concede that they barely understand how it works.

The absence of rules has left a vacuum. Google, Meta, Microsoft and OpenAI, which makes ChatGPT, have been left to police themselves as they race to create and profit from advanced A.I. systems

At the root of the fragmented actions is a fundamental mismatch. A.I. systems are advancing so rapidly and unpredictably that lawmakers and regulators can’t keep pace

That gap has been compounded by an A.I. knowledge deficit in governments, labyrinthine bureaucracies and fears that too many rules may inadvertently limit the technology’s benefits.

Even in Europe, perhaps the world’s most aggressive tech regulator, A.I. has befuddled policymakers.

The European Union has plowed ahead with its new law, the A.I. Act, despite disputes over how to handle the makers of the latest A.I. systems.

A final agreement, expected as soon as Wednesday, could restrict certain risky uses of the technology and create transparency requirements about how the underlying systems work. But even if it passes, it is not expected to take effect for at least 18 months — a lifetime in A.I. development — and how it will be enforced is unclear.

The result has been a sprawl of responses. President Biden issued an executive order in October about A.I.’s national security effects as lawmakers debate what, if any, measures to pass. Japan is drafting nonbinding guidelines for the technology, while China has imposed restrictions on certain types of A.I. Britain has said existing laws are adequate for regulating the technology. Saudi Arabia and the United Arab Emirates are pouring government money into A.I. research.

Many companies, preferring nonbinding codes of conduct that provide latitude to speed up development, are lobbying to soften proposed regulations and pitting governments against one another.

“No one, not even the creators of these systems, know what they will be able to do,” said Matt Clifford, an adviser to Prime Minister Rishi Sunak of Britain, who presided over an A.I. Safety Summit last month with 28 countries. “The urgency comes from there being a real question of whether governments are equipped to deal with and mitigate the risks.”

Europe takes the lead

In mid-2018, 52 academics, computer scientists and lawyers met at the Crowne Plaza hotel in Brussels to discuss artificial intelligence. E.U. officials had selected them to provide advice about the technology, which was drawing attention for powering driverless cars and facial recognition systems.

as they discussed A.I.’s possible effects — including the threat of facial recognition technology to people’s privacy — they recognized “there were all these legal gaps, and what happens if people don’t follow those guidelines?”

In 2019, the group published a 52-page report with 33 recommendations, including more oversight of A.I. tools that could harm individuals and society.

By October, the governments of France, Germany and Italy, the three largest E.U. economies, had come out against strict regulation of general purpose A.I. models for fear of hindering their domestic tech start-ups. Others in the European Parliament said the law would be toothless without addressing the technology. Divisions over the use of facial recognition technology also persisted.

So when the A.I. Act was unveiled in 2021, it concentrated on “high risk” uses of the technology, including in law enforcement, school admissions and hiring. It largely avoided regulating the A.I. models that powered them unless listed as dangerous

“They sent me a draft, and I sent them back 20 pages of comments,” said Stuart Russell, a computer science professor at the University of California, Berkeley, who advised the European Commission. “Anything not on their list of high-risk applications would not count, and the list excluded ChatGPT and most A.I. systems.”

E.U. leaders were undeterred.“Europe may not have been the leader in the last wave of digitalization, but it has it all to lead the next one,” Ms. Vestager said when she introduced the policy at a news conference in Brussels.

Nineteen months later, ChatGPT arrived.

In 2020, European policymakers decided that the best approach was to focus on how A.I. was used and not the underlying technology. A.I. was not inherently good or bad, they said — it depended on how it was applied.

The Washington game

Lacking tech expertise, lawmakers are increasingly relying on Anthropic, Microsoft, OpenAI, Google and other A.I. makers to explain how it works and to help create rules.

“We’re not experts,” said Representative Ted Lieu, Democrat of California, who hosted Sam Altman, OpenAI’s chief executive, and more than 50 lawmakers at a dinner in Washington in May. “It’s important to be humble.”

Tech companies have seized their advantage. In the first half of the year, many of Microsoft’s and Google’s combined 169 lobbyists met with lawmakers and the White House to discuss A.I. legislation, according to lobbying disclosures. OpenAI registered its first three lobbyists and a tech lobbying group unveiled a $25 million campaign to promote A.I.’s benefits this year.

In that same period, Mr. Altman met with more than 100 members of Congress, including former Speaker Kevin McCarthy, Republican of California, and the Senate leader, Chuck Schumer, Democrat of New York. After testifying in Congress in May, Mr. Altman embarked on a 17-city global tour, meeting world leaders including President Emmanuel Macron of France, Mr. Sunak and Prime Minister Narendra Modi of India.

, the White House announced that the four companies had agreed to voluntary commitments on A.I. safety, including testing their systems through third-party overseers — which most of the companies were already doing.

“It was brilliant,” Mr. Smith said. “Instead of people in government coming up with ideas that might have been impractical, they said, ‘Show us what you think you can do and we’ll push you to do more.’”

In a statement, Ms. Raimondo said the federal government would keep working with companies so “America continues to lead the world in responsible A.I. innovation.”

Over the summer, the Federal Trade Commission opened an investigation into OpenAI and how it handles user data. Lawmakers continued welcoming tech executives.

In September, Mr. Schumer was the host of Elon Musk, Mark Zuckerberg of Meta, Sundar Pichai of Google, Satya Nadella of Microsoft and Mr. Altman at a closed-door meeting with lawmakers in Washington to discuss A.I. rules. Mr. Musk warned of A.I.’s “civilizational” risks, while Mr. Altman proclaimed that A.I. could solve global problems such as poverty.

A.I. companies are playing governments off one another. In Europe, industry groups have warned that regulations could put the European Union behind the United States. In Washington, tech companies have cautioned that China might pull ahead.

“China is way better at this stuff than you imagine,” Mr. Clark of Anthropic told members of Congress in January.

In May, Ms. Vestager, Ms. Raimondo and Antony J. Blinken, the U.S. secretary of state, met in Lulea, Sweden, to discuss cooperating on digital policy.

After two days of talks, Ms. Vestager announced that Europe and the United States would release a shared code of conduct for safeguarding A.I. “within weeks.” She messaged colleagues in Brussels asking them to share her social media post about the pact, which she called a “huge step in a race we can’t afford to lose.”

Months later, no shared code of conduct had appeared. The United States instead announced A.I. guidelines of its own.

Little progress has been made internationally on A.I. With countries mired in economic competition and geopolitical distrust, many are setting their own rules for the borderless technology.

Yet “weak regulation in another country will affect you,” said Rajeev Chandrasekhar, India’s technology minister, noting that a lack of rules around American social media companies led to a wave of global disinformation.

“Most of the countries impacted by those technologies were never at the table when policies were set,” he said. “A.I will be several factors more difficult to manage.”

Even among allies, the issue has been divisive. At the meeting in Sweden between E.U. and U.S. officials, Mr. Blinken criticized Europe for moving forward with A.I. regulations that could harm American companies, one attendee said. Thierry Breton, a European commissioner, shot back that the United States could not dictate European policy, the person said.

Some policymakers said they hoped for progress at an A.I. safety summit that Britain held last month at Bletchley Park, where the mathematician Alan Turing helped crack the Enigma code used by the Nazis. The gathering featured Vice President Kamala Harris; Wu Zhaohui, China’s vice minister of science and technology; Mr. Musk; and others.

The upshot was a 12-paragraph statement describing A.I.’s “transformative” potential and “catastrophic” risk of misuse. Attendees agreed to meet again next year.

The talks, in the end, produced a deal to keep talking.

Mr. Mitsotakis said, “Geography and history have ensured that we live together, and I feel a historic duty to bring the two states side by side, like our borders. We owe it to the next generations to build a tomorrow with calm waters where a tailwind blows.”

The countries signed a total of 15 agreements in areas including education, exports and agriculture, according to the Greek prime minister’s office. They vowed to hold continuing talks on political and economic issues like energy and tourism, and they agreed on confidence-building measures to eliminate unwarranted sources of tension.

They pledged to keep communication channels open and to refrain from any act or statement that might undermine the friendly spirit of the pact. If any dispute emerges, they vowed, both countries will try to solve it by peaceful means.

Mr. Mitsotakis said that resolutions to longstanding disputes over the so-called continental shelf and mineral rights in the Aegean and eastern Mediterranean would be explored as a “next step” once high-level talks had progressed.

The only moment of slight unease was when Mr. Mitsotakis responded to Mr. Erdogan’s reference to a “Turkish minority” in Greece, noting that the international treaty that set the countries’ modern borders refers to a “Muslim” minority in Greece rather than a Turkish one, as the latter is perceived in Greece as implying territorial aspirations.

For Turkey, improving ties with Greece is also a way to fix relations with the West, according to Ahmet Kasim Han, a professor of international relations at Beykoz University in Istanbul. “Turkey basically cannot afford to have a further point of tension with the West” because of its domestic economic difficulties, he said. “And Greece is presenting a great window of opportunity in that sense.”

Turkey also wants to protect its interests in the eastern Mediterranean, an important route for natural gas to Europe that borders other important regional players like Israel and Egypt. That is particularly critical given Turkey’s strained relations with Israel over the war in Gaza.

The solution will have to be a nonstop parade of laws, with new ones passed as they are deemed necessary, ad infinitum. In the same way that Republicans have been promoting gun proliferation and loosening gun laws for decades, gun safety advocates will have to do the opposite, also for decades.

Individual laws, like federal universal background checks and bans on assault rifles and high-capacity magazines, will most likely make a dent, but they cannot end gun violence. Invariably, more mass shootings will occur that none of those laws would have prevented.

Opponents of gun safety will inevitably use those shootings to argue that the liberal efforts to prevent gun violence were ineffective. You can hear it now: “They told us that all we needed to do was to pass these laws and the massacres would stop. They haven’t.”

It makes people fearful and convinces them that guns provide security. More guns equate to even more security. But in fact, the escalation of gun ownership makes society less safe.

I understand that Republicans are the opposition, that they have come to accept staggering levels of death as the price they must pay to advance their political agenda on everything from Covid to guns.

When I hear Democratic politicians contorting their statements so it sounds like they’re promoting gun ownership while also promoting gun safety, I’m not only mystified, I’m miffed.

Why can’t everyone just be upfront? We have too many guns. We need to begin to get some of them out of circulation. That may include gun buybacks, but it must include no longer selling weapons of war to civilians.

Gun culture is a canard and a corruption.

But I am on the same page as they are on one point. They see the passage of gun safety laws as a slippery slope that could lead to more sweeping laws and even, one day, national gun registries, insurance requirements and bans. I see the same and I actively hope for it.

In our gun culture, 99 percent of gun owners can be responsible and law abiding, but if even 1 percent of a society with more guns than people is not, it is enough to wreak absolute havoc. When guns are easy for good people to get, they are also easy for bad people to get.

We have to stop all the lies. We have to stop the lie that fewer gun restrictions make us safer.

And we have to stop the lie that gun safety can be accomplished by one law or a few of them rather than an evolving slate of them.

But using them would mean cutting a deal with a brutal leader closely allied with President Vladimir V. Putin of Russia, underscoring the painful moral and political decisions that now confront Western leaders as they scramble to avert a global food crisis.

The Lithuania route appears to be the most promising for getting food quickly to areas like the Middle East and Africa that need it the most, even if it is also a long shot.

“This is a decision that politicians need to take not me,” Mr. Latakas, the Klaipeda port director, said. “It is up to them to decide what is most important.”

Western nations like the United States, as well as Ukraine, oppose lifting sanctions imposed on Russia over its invasion but have not ruled out a deal with Belarus.

The war has halted those shipments, leaving around 25 million tons of grain, according to U.N. estimates, from last year’s harvest stranded in silos and at risk of rotting if it is not moved soon. A further 50 million tons is expected to be harvested in coming months. The grain elevators in Ukraine that have not been damaged or destroyed by shelling are quickly filling up. Soon, there will be no room left to store the incoming harvest.

Ukraine’s foreign minister, said severe bottlenecks meant that the existing routes through Poland and Romania “can provide only limited alleviation of the food crisis” given the volumes that need to be moved.

Warning of an approaching “hurricane of hunger,” the head of the United Nations, António Guterres, has sought to negotiate a deal under which Ukrainian grain would be transported out of the country by ship or train, and in exchange Russia and Belarus would sell fertilizer products to the global market without the threat of sanctions.

That means that Western governments and Ukraine are left to try out a range of possible solutions fraught with problems. Test runs of trains carrying grain from Ukraine through Poland to Lithuania, for example, have taken three weeks because of different track gauges in neighboring countries, requiring cargos to be loaded and unloaded multiples times.

Turkey has proposed using its ships to transport grain from Odesa, which, in addition to getting Ukraine to demine the port, would require an agreement from Russia not to hinder vessels.

But faced with the considerable challenges of executing such a plan, the best option for getting large quantities of Ukrainian grain to hungry people is probably by rail through Belarus to Klaipeda and other Baltic ports in Latvia and Estonia.That “won’t solve everything, but it would significantly alleviate the situation,”

Ukraine is opposed to any easing of sanctions against Russia but, increasingly desperate to move grain trapped by the war, is more open to the idea of a temporary easing of sanctions against Belarusian potash.

Roman Slaston, the head of Ukraine’s main agricultural lobby, said one challenge was that many rail connections through Belarus had been blown up by Belarusian railway employees sympathetic to the Ukrainian cause.

“Given that the Russian Army is still in Belarus, who is going to pay to repair that now?” Mr. Slaston asked. “This is like some kind of madness.”

We don’t grow food to store it,” he said. “People in Africa won’t be fed by our grain sitting in bags in our fields.”

It often borrows the language of social justice movements

BimboTok came about at a time when the girlboss had more or less faded as a trendy cultural type

“I don’t know what the economy is, I don’t know what supply and demand is,” Ms. Chlapecka says in one video. “All I know is that our problems would be solved if we’d just print more money.” There’s a way in which her monologues can come to feel almost incisive — why can’t we print more money? The answer is complicated, obviously, and on some level Ms. Chlapecka knows that. “I’m asking a lot of questions that, yes, I have the answer to, but are also valid,” she said. “The whole world we made is literally made up, so we can make up solutions to the issues we have.”

Bimboism is the antithesis of the mode of feminism that was dominant in the 2010s, a kind of hyperambitious you-can-have-it-all feminism that can be summed up by the label “girlboss.”

It encourages asking the dumb questions that get to the heart of things.

Amid the resurgence of leftist politics, and the disillusionment with capitalism among millennials and Gen Z, the framing of careerism and individualism as feminist rings hollow

That girlboss model was critiqued for its lack of inclusivity — its overwhelming whiteness and its focus on a level of economic success that was never attainable for a vast majority of women.

Not to mention, girlboss aesthetics are simply cringe, for a generation steeped in internet irony.

In its most interesting form, bimboism also makes a connection between the ideas of pleasure — sexual pleasure, pleasure in clothes, pleasure in simply existing as a woman in the world with a body on display — and political gains that would make it more possible, like universal health care, student loan debt cancellation and abortion rights.

It’s anticapitalist, even anti-work. (In one video, another BimboTok comedian, @brattybarbiana, dances behind text that reads, “Rule of thumb: All relationships should be 50/50 … He works for his money, I spend it!”)

Bimboism offers an opposing and, to some, refreshing premise: Value me, look at me, not because I’m smart and diligent, but for the fact that I’m not.

But to dismiss this corner of the internet as totally backward would be to miss the point.

Is it really leftist for a woman to want to just go shopping and never get a job?

“Are you a leftist who likes to have their tits out? Do you like to flick off pro-lifers?” Chrissy Chlapecka asks the camera in a 51-second TikTok captioned “BIMBOS, RISE

What Friedman believed in was capitalism, or what he called “economic freedom.” Political freedom might come — but capitalism, he said, could do just fine without it.

the corporate funders of “Free to Choose” set out to make their case.

it was still a time when capitalism’s most enthusiastic supporters evidently felt the need to win the public over to a vision of free markets and minimal government

The documentary series “Free to Choose,” which aired on public television in 1980

He and other observers are trying to make sense of what might happen next — and, befitting our current bewilderment, they offer a range of perspectives. Some, like Wolf, hope the relationship can be repaired; others argue that the pairing has always been fraught, if not impossible.

he has also read his Marx and Engels, looking askance at their solutions while commending them for how “brilliantly” they described capitalism’s relentlessness and omnivorousness. Left to its own devices, capitalism expands wherever it can, plowing its way through national boundaries and local traditions — making it marvelously dynamic or utterly ruinous, and not infrequently both.

In Wolf’s case, his anguished tone reflects the scale of his own disillusionment. Born in 1946 in postwar England, he recalls in his preface how “the world seemed solid as I grew up.” He describes the feelings of “confidence” in democracy and capitalism that flourished with the collapse of the Soviet Union

Yet the “democratic capitalism” that Wolf wants to preserve was, even by his own lights, short-lived. Democracy itself — or “liberal democracy” with universal suffrage, which Wolf says is the kind of democracy he means — is a “political mayfly.” Democratic capitalism ended, in his account, with the financial crisis of 2008

Robert Reich has offered another measure, arguing that democratic capitalism, at least in the United States, began with Franklin D. Roosevelt’s New Deal and ended with Reagan, when “corporate capitalism” took over.

The left-wing German sociologist Wolfgang Streeck stakes out a decidedly different position, suggesting that the tendency to equate “democratic capitalism” with a few decades of postwar plenty is to misinterpret a “historical compromise between a then uniquely powerful working class and an equally uniquely weakened capitalist class

In “How Will Capitalism End?” (2016), Streeck argues that it’s not compromise but the cascade of crises following the postwar boom — inflation, unemployment, market crashes — “that represents the normal condition of democratic capitalism.” Where Wolf wistfully invokes a “delicate flower,” Streeck writes contemptuously of a “shotgun marriage.”

the historian Gary Gerstle explores in his fascinating and incisive “The Rise and Fall of the Neoliberal Order” (2022). Before the New Deal order started to falter in the late 1960s and ’70s, Gerstle writes, a majority of Americans believed that capitalism should be managed by a strong state; in the neoliberal order that followed, a majority of Americans believed that the state should be constrained by free markets. Each order began to break down when its traditional ways of solving problems didn’t seem to work

capitalism, according to Naomi Oreskes and Erik M. Conway, has obtained the status of civic religion. In “The Big Myth: How American Business Taught Us to Loathe Government and Love the Free Market,” the authors argue that industry groups and wealthy donors have engaged in a concerted campaign to promote “market fundamentalism” — “a vision of growth and innovation by unfettered markets where government just gets out of the way.”

The main implication of “The Big Myth” seems to be that “market fundamentalism” is so horrifically egregious — enriching the few and despoiling the planet — that Americans had to be plied with propaganda to believe in it.

as Gerstle’s book shows, neoliberal ideas proved so seductive because they also happened to dovetail with the stories that Americans wanted to tell about themselves, emphasizing individuality and freedom.

A new generation of swashbuckling billionaires entertain the prospect of secession, using their money to realize fantasies of escape, whether through seasteading or spaceships. The book quotes one seasteading enthusiast declaring, “Democracy is not the answer,” but merely “the current industry standard.”

Slobodian’s excellent if discomfiting new book, “Crack-Up Capitalism” (forthcoming in April), explores other neoliberal evasions of the nation-state: tax havens, special economic zones, gated communities — enclaves that are “freed from ordinary forms of regulation.

in “Globalists” (2018) the historian Quinn Slobodian argues that neoliberals have found ways not just to liberate markets but to “encase” them in international institutions, thereby shielding capitalist activities from democratic accountability. He observes that neoliberals were especially alarmed after World War II by decolonization, adopting a condescending “racialized language” that pitted “the rational West,” with its trade rules and property laws, against a postcolonial South, “with its ‘emotional’ commitment to sovereignty.”

“AI is the next revolution and there is no going back,”

that transformation is already taking shape, and workers can find ways to use the ChatGPT and other new technology to free them from boring work.

“Every month there are hundreds more job postings mentioning generative AI,”

“The way things have been done in the past aren’t necessarily the way they need to be done today,” he said, adding that workers and employers should invest in retraining and upskilling where possible.

“There is an enormous demand for people who are tech-savvy and who will be the first adopters, who will be the first to figure out what opportunities these technologies open up,”

The jobs of the future will require a mind-set shift for employees, several executives said. Rather than viewing generative AI and other machine-learning software as a threat, workers should embrace new technology as a way to free them from less-rewarding work and augment their strengths.

“This is a huge opportunity to advance a lot of professions—allow people to do work that’s, frankly, more stimulating.”

For the hotel chain, that could look like using AI to determine which brand of wine a guest likes, and adjusting recommendations accordingly.

United Airlines Holdings Inc., aims to use AI to do transactions that shouldn’t require a human, such as placing someone in an aisle or window seat depending on their preference, or suggesting a different flight for someone trying to book a tight connection, said Kate Gebo, executive vice president of human resources and labor relations. That leaves employees free to have more complex interactions with customers

services intended to help customers solve emotional problems require solutions a machine can’t provide.

“AI is not sentient. It can’t be emotional. And that is the kind of accountability and reciprocity that is needed…for people to have the outcomes that we’re hoping to provide,”

“Certain business processes could be enhanced,” said Carmen Orr, Yelp’s chief people officer, adding that there are plenty of concerns, too. “We don’t want it for high human-touch things.”

If that continues, it will take five years, the length of a British parliament, for AI to become a thousand times more powerful

no one has yet determined how to solve the problem of “alignment” between AI and human values, or which human values those would be. Without that, says the leading US researcher Eliezer Yudkowsky, “the AI does not love you, nor does it hate you, and you are made of atoms it can use for something else”.

The rise of AI is almost certainly one of the two main events of our lifetimes, alongside the acceleration of climate change

open up a new age in which the most successful humans will merge their thinking intimately with that of machines

The stately world of making law and policy is about to be overtaken at great speed, as are many other aspects of life, work and what it means to be human when we are no longer the cleverest entity around.

what should we do about it in the UK? First, we have to ensure we, with allied nations, are among the leaders in this field. That will be a huge economic opportunity, but it is also a political and security imperative

Last week, ministers published five principles to inform responsible development of AI, and a light-touch regulatory regime to avoid the more prescriptive approach being adopted in the EU.

we will need much greater sovereign AI capabilities than currently envisaged. This should be done whatever the cost. Within a few years it will seem ridiculous that we are spending £100 billion on a railway line while being short of a few billion to be a world leader in supercomputing.

Before AI turns into AGI (artificial general intelligence) the UK has a second responsibility: to take the lead on seeking global agreements on the safe and responsible development of AI

even China should agree never to let AI come near the control of nuclear weapons or the creation of dangerous pathogens. The letter from the experts will not stop the AI race, but it should lead to more work on future safety and in parti

Last week, ministers said we should not fear AI. In reality, there is a lot to fear. But like an astronaut on a launch-pad, we should feel fear and excitement at the same time. This rocket is lifting off, it will accelerate, and we all need to prepare now.

“The evolution of cooperation required out-group hatred. Which is really sad,” said Nicholas Christakis, a Yale sociologist and author of “Blueprint: The Evolutionary Origins of a Good Society.”

No researcher argues that human nature is the sole, or even the primary, cause of today’s polarization. But savvy political operatives can exploit, leverage and encourage it. And those operatives are learning from their triumphs in divide-and-conquer politics.

“We wouldn’t have civilizations if we didn’t create groups. We are designed to form groups, and the only way to define a group is there has to be someone who’s not in it,” Mason said.

Experiments have revealed that “children as young as two will prefer other children randomly assigned to the same T-shirt color,”

enmity and derision can arise independently of any rational reason for it.

Mason and Christakis point to a famous-among-academics experiment from 1954. Social psychologist Muzafer Sherif took 22 Boy Scouts and separated them into two groups camping at Robbers Cave State Park in Oklahoma. Only after a week did they learn that there was another group at the far end of the campground.

What they did next fascinated the research team. Each group developed irrational contempt for the other. The boys in the other group were seen not just as rivals, but as fundamentally flawed human beings. Only when the two groups were asked to work together to solve a common problem did they warm up to one another.

And because many more districts are now deeply red or blue, rather than a mix of constituencies, House members have fewer reasons to adopt moderate positions.

“Homo sapiens is a social species; group affiliation is essential to our sense of self. Individuals instinctively think of themselves as representing broad socioeconomic and cultural categories rather than as distinctive packages of traits,”

Here’s where psychology gives way to political science. The American political system may cultivate “out-group” hatred, as academics put it. One of the scarce resources in this country is political power at the highest levels of government. The country has no parliamentary system in which multiple parties form governing coalitions.

Add to this fact the redistricting that ensures there are fewer truly competitive congressional races. The two parties have inexorably moved further apart ideologically, and leaders are more likely to be punished — “primaried” — if they reach across the aisle.

Shanto Iyengar, a Stanford political psychologist who coined the term “affective polarization,” explained in a 2018 paper why people typically identify with a group.

Human nature hasn’t changed, but technology has. The fragmentation of the media has made it easier to gather information in an echo chamber, Iyengar said. He calls this “sorting.” Not only do people cluster around specific beliefs or ideas, they physically cluster, moving to neighborhoods where residents are likely to look like them and think like them.

Partisan clustering has increased even within households. In 1965, Iyengar said, only about 60 percent of married couples had the same party registration. Today, the figure is greater than 85 percent

Asked in the summer of 2022 if they agree or disagree that members of the other party “lack the traits to be considered fully human — they behave like animals,” about 30 percent in both parties agreed, Mason’s research shows.

Research shows that affective polarization is intensifying across the political spectrum. Recent survey data revealed that more than half of Republicans and Democrats view the other party as “a threat,” and nearly as many agree with the description of the other party as “evil,” Mason said.

A recent paper published in the journal Science argued that the three core ingredients of political sectarianism are “othering, aversion, and moralization.” Trump has mastered that recipe. He activates emotional responses in his followers by telling them that they are threatened.

y contrast, a personal machine is willing to lose elections rather than share power with other leaders or factions. It puts the leader ahead of the party, and it would rather the party lose elections than the leader lose control.

The left is contemptuous of Mr. Trump, and since the Republican Party has implicitly become a party that stands for what the left despises, it has been very difficult to separate Republican voters from Mr. Trump in the name of any more positive vision or ideal. Mr. Levin put it this way: “The left isn’t going to hate anyone more than they hate Mr. Trump, so Republicans aren’t going to love anyone more than they love Mr. Trump.”

Yuval Levin of the American Enterprise Institute told me that as a practical matter, the Republican Party at this point should be understood as the anti-left party. “It understands itself defensively, as speaking for a coalition that is being abused, excluded, mistreated and pushed around by a left-leaning elite in American life,” he said. “Its sense of purpose is therefore fundamentally defensive. That means it is largely defined in opposition to its understanding of the left, more than it is defined by a specific policy vision of its own.”

“That opposition,” he added, “obviously gives shape to some assertive or constructive action, too, but the vision of America underlying that action is largely a function of Republicans think Democrats are trying to destroy.” JD Vance, Mr. Trump’s pick for vice president, told The American Conservative magazine in 2021, “I think our people hate the right people.” (

“Because a personal machine puts loyalty ahead of electability, it must resort to authoritarian and anti-democratic measures like coercion and intimidation to preserve its hold on the party,” Mr. Rauch said. “It may physically threaten those who do not play ball. And it will use propaganda and the party organization to build up the leader as the one and only true expression of the party. That’s why Trump’s Republican Party is a cult of personality.”

A third way to understand today’s Republican Party, something that grows more obvious with every passing day, is that it has become a populist rather than a conservative party. Th

when traditionally conservative views aren’t in alignment with populist views, it’s the traditionally conservative views that most often get jettisone

Mr. Trump tapped into the growing resentment of millions of voters. He was seen by them as their tribune. Unfortunately, he exploited their fears and did almost nothing to solve their problems. But that doesn’t seem to matter to them. It’s all about the posturing.

The Republican Party, rather than embracing the best aspects of populism, has taken on its vices: anti-intellectualism, anti-institutionalism and anti-elitism; feeding off negative emotions like anger, grievances and vengeance; and a propensity to believe and to spread conspiracy theories

Populism often looks for scapegoats, frequently blaming immigrants and those who are ethnically and culturally different. Populists are also historically attracted to demagogues and authoritarian personalities.

But the most worrisome feature that has defined the Republican Party during the Trump era is a relentless assault on reality, fused with lawlessness and the embrace of illiberalism.

The Republican Party once preached about the importance of standing for moral truths and standing against moral relativism; today it is, in important respects, nihilistic.

It’s hard and haunting to know that the political party to which I devoted a significant part of my life has become the greatest political threat to the country I love.

Ryvkin previously followed a vegan diet for 10 years, but became frustrated at being unable to include good cheese in what he ate: “So I slipped, and then decided to solve the problem for everyone.”

Many existing plant-based dairy products use additives, such as stabilisers, emulsifiers and thickeners, but still do not fully replicate the stretchiness and creaminess of regular dairy products. DairyX used engineered yeast strains to produce casein that is genetically identical to dairy proteins. But for these proteins to self-assemble into the tiny balls – called micelles – they also had to perfect the addition of other attached molecules which determine the properties of the protein

Dr Stella Child, at the Good Food Institute Europe, which supports alternative protein development, said: “Producing caseins that can self-assemble into micelles – while not the only method of developing these ‘building blocks of dairy’ – could help to bring affordable and attractive products to the market sooner by reducing production costs and eliminating the need for additives.”

The scientists tested and refined their research by coagulating the proteins in the same way as when making cheese. They have yet to taste the product, as this requires regulatory approval. Galit Kuznets, at DairyX, said. “Our casein also eliminates the need for hormones and antibiotics [used in cows] on dairy farms.”

The company is using evolutionary techniques to select for the yeast strains that produce the largest amount of proteins, aiming to make the product the same price as dairy casein. Price parity and taste are the key to future success, said Ryvkin.

Preliminary analysis indicates that climate-heating greenhouse gases from the production of DairyX’s fermented casein are 90% lower than for regular dairy if the leftover yeast mass is reused, potentially as food ingredients, or 50% lower if not. All precision fermentation products require far less land and water than their animal counterparts.

Other approaches to cow-free dairy proteins are being taken by companies such as Israel’s NewMoo, which is growing casein proteins in plant seeds, and New Zealand’s Daisy Lab, which is making “all yeast, no beast” whey powder.

First, they examined research going back decades from 60 countries, asking people whether they thought others were less friendly, honest, kind or good than they used to be. The studies included approximately 575,000 participants.

Then they looked at research probing how people behave toward one another. The studies asked people whether, for instance, They had recently been treated with respect, done something nice for someone else or donated to charity. 

A remarkably consistent portion of people over the years—around 60%—have believed that people are less good now than they were in the past. They also have believed that the moral decline began in their lifetime.

Psychologists call this the Fading Affect Bias and say it makes life more tolerable by helping us defang our bad experiences over time and cherish the good ones.

They also consistently said that their own friends and family members behave better than ever. (Don’t be so surprised. “We ignore their flaws to sustain the relationships,” says Waterloo’s Eibach.)

Why do we believe that society is worse than it is? It’s partly the way our brains pay attention. We have a negativity bias. We pay much more attention to bad events or emotions than good ones. This is a survival instinct; we need to detect threats. 

“The strategy that keeps me vigilant on whether the lion is going to get me keeps me seeing threats everywhere,” says Julia DiGangi, a neuropsychologist in Chicago.

Memory might play a part, too. We often remember the past more fondly than is perhaps warranted. That is because the emotional power of a positive experience stays with us longer than the emotional power of a negative one.

“People think the world has gone to hell in a handbasket,” says Adam Mastroianni, an experimental psychologist and lead author on the study. “But as far as we can tell it’s just the same as it always was.” The title of the study: “The Illusion of Moral Decline.”

Getting older might change our perceptions, too. People often see the world as more dangerous and risky during life transitions such as becoming an adult or a parent,

“Being in a role of responsibility makes people hyper-responsive to misconduct,” says Waterloo’s Eibach, who conducted the research. “And we don’t realize that the world didn’t change—we did.”

There’s a danger to believing that people are getting worse when that’s not really true. That belief distracts us from real problems that need to be solved. It makes us susceptible to people in power who want us to believe the worst so they can claim to be the only one who can fix it. And it keeps us from connecting with each other.

“If we believe the worst in people, we treat them in terrible ways,” says Jamil Zaki, a professor of psychology at Stanford University, who has a book coming out on cynicism. “And then we bring out the worst in them.”

His advice: Fact-check your assumptions about others

Talk more about the positive things people do, a practice he calls “positive gossip.”

And take a leap of faith on someone: Ask a neighbor for help, give an employee more responsibility, talk to a stranger.

“He’s a shyster, but I’d take him over her,” Marvin Cegielski, 84, the retired stone mason, told me. “He’ll block off the border.”

“I detest him as a person,” said Natalie Wriker, 37, who works at the Lutheran church in town, “but he’s the lesser of two evils.” She said she believes that politicians are “easily bought” but that Mr. Trump has less motivation to do things for money because of his wealth.

Among the Harris voters I talked with was Jaycee Venini, 23, who grew up in Riegelsville and works as a landscaper. “She is actually a human being,” he said. “I feel like that’s a minimum requirement. And she’s not full of greed or a convicted felon.”

I asked Tracy Russell, 58, if she had thoughts about the election. “Do I think about much else?” she replied. Ms. Russell, a writer for the stage and screen, also planned to vote for Ms. Harris. The issues most important to her, she said, were reproductive rights, the environment, fairness for disenfranchised communities and “having a president who can help turn things around in terms of our brotherhood to each other, and sisterhood.”

Mr. Boenzli is a naturalized citizen from Switzerland and a private pilot. Ms. Boenzli is a former school nurse and the author of a lifestyle blog called Maplewood Road, the name of their street. Both support Ms. Harris. “What matters to me is decency — the humanity of a person who is going to be president,” Mr. Boenzli said. “It’s obvious to me that he’s not a decent person, and I don’t understand the people who want to vote for him.”

The Trump supporters had a more complicated story to tell. They did not express fears that Ms. Harris would take away their guns — or, for that matter, even mention if they owned guns. None of them were QAnon-level conspiracy theorists who claimed that Democrats were pedophiles. In other words, they did not seem insane.

But in their defense of Mr. Trump — of his serial lying, his misogyny, his role in the Jan. 6 insurrection — they offered a range of explanations and rationalizations that did not align with any knowable reality.

“I think it was a crowd that just got out of hand,” Gary Chase, 72, said when I asked him about Jan. 6. “Some of it was set up. There were feds in the crowd who whipped it all into a frenzy.”

He viewed Jan. 6 not as a national tragedy but as a partisan event. “It was a political show, a distraction from the whole Hunter Biden scandal,” he said.

Those sentiments were echoed by others. Jon Libasci, 62, an architect, said, “How was it different from the police headquarters burned down during the B.L.M. protests?”

Mr. Libasci commutes by car to his office in Manhattan, a drive of about an hour and 15 minutes. “Gas was $2.25 a gallon when Trump left office,” he said. “I just paid $4 for mid-grade. You hear what Trump says: ‘Drill, baby, drill.’ I’m OK with that.”

I asked her about Mr. Trump’s long history of using language that denigrates women. “I have no concerns about his rhetoric,” she said. “I’m a big believer in you get the treatment you allow people to give you. I won’t let you cross that line with me. But I’m not a fool. I know that when men get together, they speak like men.”

I asked Trump supporters about his performance in the debate with Ms. Harris. None argued that the result for him had been anything other than a sound defeat. Several, though, observed that Ms. Harris had clearly spent more time rehearsing — as if preparing for an important event were not a quality you’d want in a president.

“John can take a piece of metal and make anything out of it,” Michael Schaffer, 74, the lone Harris supporter at the table, said. “These guys I meet up with every morning, they’re brilliant, each of them in their own way. That’s why I just don’t understand their attraction to Trump.”

I asked them about Mr. Trump’s business history, which includes six bankruptcies, numerous instances of cheating his vendors and years of paying minimal or no federal taxes. Their responses were similar to what I heard from other Trump supporters: They accept that the rich play by different rules. Rather than resentment, they expressed admiration. “Every rich businessman goes bankrupt,” Mr. Shoemaker said.

A retired car dealer at the table, who asked that his name not be used, said he believed that Mr. Trump, as president, “took care of big business, and that’s smart because it’s good for all of us.”

In Riegelsville, several Trump supporters brought up former President Bill Clinton’s sexual encounters with a 21-year-old intern in the Oval Office, which may have caused more damage to the institution of the presidency than many Democrats are willing to acknowledge.

I ended up talking to a pretty good chunk of the town’s voters. As I made my way around, what struck me was the difference in expectations. Ms. Harris’s supporters expressed a sense of hope that she might lead us into an era that feels sunnier. It wasn’t quite blind optimism, but they were willing to let her fill in the details.

Mr. Trump has activated darker impulses. His followers were unbothered by his constant denigration of women, of immigrants, of political opponents and even, if he loses, of Jews he says will be at fault for not having proper gratitude for how much he’s done for them.

A president is called on to lead, especially in times of crisis. But if Mr. Trump’s supporters remembered that his response to the Covid epidemic was an exercise in chaos, disinformation and divisiveness, that did not bother them, either

They were not looking to be led or inspired. They said they want him to lower gas and food prices and close the southern border.

The relationship seemed purely transactional — even if the specific things they expect him to deliver would be largely beyond Mr. Trump’s control.

Presidents don’t set food and gas prices, and to truly solve the problems at the border would require an act from Congress — like the one Mr. Trump quashed in the spring for his own political benefit.

Character flaws in a national leader are not just about an individual — they speak to the character of a nation, its aspirations and ideals, and the type of government we want.

Mr. Trump often isn’t campaigning on a recognizable version of recent Republican policies. He is not bound by any party-coalition give-and-take. He is the party, and whatever he says, those are its positions. His product, solely, is himself.

What if what his supporters really want, and do not express, is the Trump vibe? All the name-calling, coarseness and bullying? The hypermasculine, authoritarian rhetoric?

Mr. Trump is peddling that poison like political crack, and half the nation is hooked, the other half repulsed. If it works and he is elected, it promises four more years of national political warfare.

As I walked its pleasant residential streets, Riegelsville really did, at times, feel like a Hallmark town. I figured that if there was a place that former Trump supporters might have grown sick of him — weary enough of all the ugliness and constant sense of grievance to cast him aside — this might be it.

I was wrong. One of my last conversations was with a construction worker at the general store who asked that his name not be used. He brought up the assassination attempt on Mr. Trump in western Pennsylvania. “It was Biden’s fault,” the man said. How so? I asked. “Oh, c’mon,” he said. “The deep state tried to take him down. You have to be an idiot not to be able to see that.”

I also heard Riegelsville described as “quintessential Americana” — and in a slightly altered way, that also felt apt. It is America in 2024. It’s defenseless, like everywhere else, from the ever-rising tide of division and madness in the civic life of our nation.

he once again tapped into a sense among many others that the country they knew was slipping away, under siege economically, culturally and demographically.

To counter that, those voters ratified the return of a brash 78-year-old champion willing to upend convention and take radical action even if it offends sensibilities or violates old standards. Any misgivings about their chosen leader were shoved to the side.

As a result, for the first time in history, Americans have elected a convicted criminal as president. They handed power back to a leader who tried to overturn a previous election, called for the “termination” of the Constitution to reclaim his office, aspired to be a dictator on Day 1 and vowed to exact “retribution” against his adversaries.

“The real America becomes Trump’s America,” said Timothy Naftali, a presidential historian at New York University. “Frankly, the world will say if this man wasn’t disqualified by Jan. 6, which was incredibly influential around the world, then this is not the America that we knew.”

“The Trump presidency speaks to the depth of the marginalization felt by those who believe they have been in the cultural wilderness for too long and their faith in the one person who has given voice to their frustration and his ability to center them in American life,”

Rather than be turned off by Mr. Trump’s flagrant, anger-based appeals along lines of race, gender, religion, national origin and especially transgender identity, many Americans found them bracing

Rather than be offended by his brazen lies and wild conspiracy theories, many found him authentic.

Rather than dismiss him as a felon found by various courts to be a fraudster, cheater, sexual abuser and defamer, many embraced his assertion that he has been the victim of persecution.

“This election was a CAT scan on the American people, and as difficult as it is to say, as hard as it is to name, what it revealed, at least in part, is a frightening affinity for a man of borderless corruption,” said Peter H. Wehner, a former strategic adviser to President George W. Bush and vocal critic of Mr. Trump. “Donald Trump is no longer an aberration; he is normative.”

Mr. Trump’s victory was a repudiation of an administration that passed sweeping pandemic relief, social spending and climate change programs but was hobbled by sky-high inflation and illegal immigration, both of which were brought under control too late.

Moreover, Mr. Biden and Ms. Harris never managed to heal the divisions of the Trump era as promised, though it may never have been possible. They could not figure out how to channel the anger that propels his movement or respond to the culture wars he fosters.

Ms. Harris initially emphasized a positive, joy-filled mission to the future, consolidating excited Democrats behind her, but it was not enough to win over uncommitted voters.

At that point, she switched back to Mr. Biden’s approach of warning about the dangers of Mr. Trump and the incipient fascism she said he represented. That was not enough either.

“The coalition that elected them wanted them to unite the country, and they failed to do so,” said former Representative Carlos Curbelo, an anti-Trump Republican from Florida. “Their failure has resulted in further disillusionment with our country’s politics and empowered the Trump base to give him another narrow victory

For all of its commitment to constitutionalism, the United States has seen moments before when the public hungered for a strongman and exhibited a willingness to empower such a figure with outsized authority. That has often come during times of war or national peril, but Mr. Trump frames the current struggle for America as a war of sorts.

“Trump has been conditioning Americans throughout this campaign to see American democracy as a failed experiment,” said Ruth Ben-Ghiat, a historian and author of “Strongmen: Mussolini to the Present.” By praising dictators like President Vladimir V. Putin of Russia and President Xi Jinping of China, she said, “he has used his campaign to prepare Americans for autocracy.”

She cited his adoption of language from Nazi and Soviet lexicons, such as branding opponents as “vermin” and the “enemy from within” while accusing immigrants of “poisoning the blood of our country,” and suggesting that he might use the military to round up opponents. “A victory for Trump would mean that this vision of America — and the recourse to violence as a means of solving political problems — has triumphed,” Ms. Ben-Ghiat said.

Mr. Short predicted another four years of chaos and uncertainty. “I would anticipate a lot of volatility — personnel but also significant boomerangs on policy,” he said. “Not boomerang from Biden-Harris but boomerang from himself. You’ll have one position one day and another the next.”

Mr. Trump’s latest victory also adds ammunition to the argument that the country is not ready for a woman in the Oval Office

Mr. Trump, a thrice-married admitted adulterer accused of sexual misconduct by more than two dozen women, has for the second time defeated a woman with more experience in public office than he had. Each of them was flawed, just as male candidates are flawed, but the sense of 2016 déjà vu on the left on Wednesday morning was palpable.

Yet even though most abortion rights referendums were passing in various states on Tuesday, the issue did not galvanize women in the first presidential race since Roe v. Wade was overturned to the extent that Democrats had expected and Republicans feared.

“In many ways, this is the last chapter of the Jan. 6 drama,” said Mr. Naftali. “Many Republicans thought they had managed to thread the needle, to avoid pissing off their base while also jettisoning Trump. And it turned out they hadn’t. And now they have him back. And if he wins the bet, and he’s returned to power, then the final verdict of Jan. 6 is that in modern America, you can cheat and the system isn’t strong enough to fight back.”

The defining struggle going forward will be the war that Mr. Trump says he will now wage against a system that he deems corrupt. If he follows his campaign promises, he will seek to consolidate more power in the presidency, bring the “deep state” to heel and go after “treasonous” political opponents in both parties and the media.

He learned from his first term, not so much about policy, but about how to pull the levers of power. And this time, he will have more latitude, a more aligned set of advisers and possibly both houses of Congress as well as a party that even more than eight years ago answers solely to him.

The Trump era, it turns out, was not a four-year interregnum. Assuming he finishes his new term, it now looks to be a 12-year era that puts him at the center of the political stage as long as Franklin D. Roosevelt or Ronald Reagan were.

It is Mr. Trump’s America after all.

What is A.I. even for?

“A.I. slop”: often uncanny, frequently misleading material, now flooding web browsers and social-media platforms like spam in old inboxes. Years deep into national hysteria over the threat of internet misinformation pushed on us by bad actors, we’ve sleepwalked into a new internet in which meaningless, nonfactual slop is casually mass-produced and force-fed to us by A.I.

It has already helped drive down the cost and drive up the performance of next-gen batteries and solar photovoltaic cells, whose performance can also be improved, even after the panels have been manufactured and installed on your roof, by as much as 25 percent

while the internet was never perfectly trustworthy, one epoch-defining breakthrough of Google was that it got us pretty close. Now the company’s chief executive acknowledges that hallucinations are “inherent” to the technology it has celebrated as a kind of successor for ranked-order search results, which are now often found far below not just the A.I. summary but a whole stack of “sponsored” results as well.

Where not long ago we used to find the very best results for Google searches, we can now find instead potentially plagiarized and often inaccurate paragraph summaries of answers to our queries

Machine learning may help make our electricity grid as much as 40 percent more efficient at delivering power as it is today, when many of its routing decisions are made by individual humans on the basis of experience and intuition

This month, KoBold Metals announced the largest discovery of new copper deposits in a decade — a green-energy gold mine, so to speak, delivered with the help of its own proprietary A.I., which integrated information about subatomic particles detected underground with century-old mining reports and radar imagery to make predictions about where minerals critical for the green transition might be found.

.I. is designing new proteins, rapidly accelerating drug discovery and speeding up clinical trials testing new medicines and therapies.

perhaps that a more optimistic perspective can be drawn by analogy to what economists call the “environmental Kuznets curve,” which suggests that, as nations develop, they tend to first pollute a lot more and then, over time, as they grow richer, they ultimately pollute less.

Even in describing regular old pollution, this framework has its shortcomings, especially because it treats as automatic eventual progress that has always required tooth-and-nail fights against some very stubborn bad actors

A.I. is generating an awful lot of genuine pollution, too — both Google and Microsoft, which each pledged in 2019 to reach zero emissions by 2030, have instead expanded their carbon footprints by nearly 50 percent in the interim.