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    A.I. Is Prompting an Evolution, Not an Extinction, for Coders

    A.I. tools from Microsoft and other companies are helping write code, placing software engineers at the forefront of the technology’s potential to disrupt the work force.John Giorgi uses artificial intelligence to make artificial intelligence.The 29-year-old computer scientist creates software for a health care start-up that records and summarizes patient visits for doctors, freeing them from hours spent typing up clinical notes.To do so, Mr. Giorgi has his own timesaving helper: an A.I. coding assistant. He taps a few keys and the software tool suggests the rest of the line of code. It can also recommend changes, fetch data, identify bugs and run basic tests. Even though the A.I. makes some mistakes, it saves him up to an hour many days.“I can’t imagine working without it now,” Mr. Giorgi said.That sentiment is increasingly common among software developers, who are at the forefront of adopting A.I. agents, assistant programs tailored to help employees do their jobs in fields including customer service and manufacturing. The rapid improvement of the technology has been accompanied by dire warnings that A.I. could soon automate away millions of jobs — and software developers have been singled out as prime targets.But the outlook for software developers is more likely evolution than extinction, according to experienced software engineers, industry analysts and academics. For decades, better tools have automated some coding tasks, but the demand for software and the people who make it has only increased.A.I., they say, will accelerate that trend and level up the art and craft of software design.“The skills software developers need will change significantly, but A.I. will not eliminate the need for them,” said Arnal Dayaratna, an analyst at IDC, a technology research firm. “Not anytime soon anyway.”The outlook for software engineers offers a window into the impact that generative A.I. — the kind behind chatbots like OpenAI’s ChatGPT — is likely to have on knowledge workers across the economy, from doctors and lawyers to marketing managers and financial analysts. Predictions about the technology’s consequences vary widely, from wiping out whole swaths of the work force to hyper-charging productivity as an elixir for economic growth.We are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More

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    Vance, in First Foreign Speech, Tells Europe That U.S. Will Dominate A.I.

    Speaking in Paris at an artificial intelligence summit, the vice president gave an America First vision of the technology — with the U.S. dominating the chips, the software and the rules.Vice President JD Vance told European and Asian leaders in Paris on Tuesday that the Trump Administration was adopting an aggressive, America First approach to the race to dominate all the building blocks of artificial intelligence, and warned Europeans to dismantle regulations and get aboard with Washington.On his first foreign trip since taking office, Mr. Vance used his opening address at an A.I. summit meeting hosted by France and India to describe his vision of a coming era of American technological domination. Europe, he said, would be forced to chose between using American-designed and manufactured technology or siding with authoritarian competitors — a not-very-veiled reference to China — who would exploit the technology to their detriment.“The Trump administration will ensure that the most powerful A.I. systems are built in the U.S. with American design and manufactured chips,” he said, quickly adding that “just because we are the leader doesn’t mean we want to or need to go it alone.”But he said that for Europe to become what he clearly envisions as a junior partner, it must eliminate much of its digital regulatory structure — and much of its policing of the internet for what its governments define as disinformation.For Mr. Vance, who is on a weeklong tour that will take him next to the Munich Security Conference, Europe’s premier meeting of leaders, foreign and defense ministers and others, the speech was clearly intended as a warning shot. It largely silenced the hall in a wing of the Grand Palais in the center of Paris. Leaders accustomed to talking about “guardrails” for emerging artificial intelligence applications and “equity” to assure the technology is available and comfortable for underserved populations heard none of those phrases from Mr. Vance.He spoke only hours after President Trump put new 25 percent tariffs on foreign steel, essentially negating trade agreements with Europe and other regions. Mr. Vance’s speech, precisely composed and delivered with emphasis, seemed an indicator of the tone Mr. Trump’s national security leaders plan to take to Europe this week.We are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More

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    Yelloh, Formerly Schwan’s Home Delivery, Closes

    Yelloh, the frozen food delivery service formerly called Schwan’s Home Delivery, which had once been known for its reach with rural Americans and its direct-to-consumer business model, is closing its doors on Friday after decades of decline.Minnesota-based Yelloh was born on March 18, 1952 when its founder, Marvin Schwan, delivered 14 gallons of ice cream. The service’s popularity exploded over the years and later foods frozen at their peak made it onto the menu. At its peak, the company delivered meals and ice cream across 48 states, but critics and experts said the company became frozen in time, ceding ground to competitors and modernity.The Schwan’s name lives on in frozen foods (Red Baron, Freschetta, and Mrs. Smith’s are among their many brands) — that side of the business was sold to CJ CheilJedan, a South Korean company, in 2019. But on Nov. 8, Yelloh permanently parked its fleet of refrigerated trucks that, with their yellow décor, were once instantly recognizable in small towns across America. Friday’s closure means that about 1,100 people across 13 states will be out of a job.In a statement, the company said it made its decision because of “multiple insurmountable business challenges,” including “economic and market forces, as well as changing consumer lifestyles.”Michael Ziebell, a Yelloh board member who spent 22 years with the company and previously held leadership roles, said the shuttering was devastating, calling it a very hard and very emotional decision.But, he said, it was not sudden.In an interview with The New York Times, Mr. Ziebell said demographic and market issues began plaguing the company in the late 1980s and early ’90s; with fewer people home as drivers came, the relationships between drivers and customers that had been built over decades began to diminish. Then came membership stores like Costco, which could compete on frozen food price and quality, and on top of that regulatory changes added restrictions to their truck operations. It was “the perfect storm,” he said.We are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More

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    Robots Get a Fleshy Face (and a Smile) in New Research

    Researchers at the University of Tokyo published findings on a method of attaching artificial skin to robot faces to protect machinery and mimic human expressiveness.Japanese researchers used living skin cells to make a flexible 3-D facial mold for a robot.via Shoji TakeuchiEngineers in Japan are trying to get robots to imitate that particularly human expression — the smile.They have created a face mask from human skin cells and attached it to robots with a novel technique that conceals the binding and is flexible enough to turn down into a grimace or up into a squishy smile.The effect is something between Hannibal Lecter’s terrifying mask and the Claymation figure Gumby.But scientists say the prototypes pave the way for more sophisticated robots, with an outward layer both elastic and durable enough to protect the machine while making it appear more human.Beyond expressiveness, the “skin equivalent,” as the researchers call it, which is made from living skin cells in a lab, can scar and burn and also self-heal, according to a study published June 25 in the journal Cell Reports Physical Science.“Human-like faces and expressions improve communication and empathy in human-robot interactions, making robots more effective in health care, service and companionship roles,” Shoji Takeuchi, a professor at the University of Tokyo and the study’s lead researcher, said in an email.The research comes as robots are becoming more ubiquitous on factory floors.There were 3.9 million industrial robots working on auto and electronics assembly lines and other work settings in 2022, according to the International Federation of Robotics.We are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More

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    Can Xerox’s PARC, a Silicon Valley Icon, Find New Life with SRI?

    Two research labs known for some of the tech industry’s most important innovations have merged in hopes of recapturing their glory days. It is one of Silicon Valley’s enduring legends. In 1979, a 24-year old Steve Jobs was permitted to visit Xerox’s Palo Alto Research Center (PARC) to view a demonstration of an experimental personal computer called the Alto. Mr. Jobs took away a handful of ideas that would transform the computing world when they became the heart of Apple’s Lisa and Macintosh computers. More

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    What Biden Needs to Tell Us

    Sometimes social revolutions emerge from ordinary ideas. In the 17th and 18th centuries, thinkers like William Petty, David Hume and Adam Smith popularized a concept called “division of labor.” It’s a simple notion. If I specialize in doing what I’m good at, and you specialize in what you’re good at, and we exchange what we’ve each made, then we’ll both be more productive and better off than if we tried to be self-sufficient.It seems banal, but division of labor was part of a constellation of ideas that liberated our civilization from the savage grip of zero-sum thinking. For millenniums before that, economic growth had been basically stagnant. Many people simply assumed that the supply of wealth was finite. If I’m going to get more of it, it will be the result of conquering you and stealing what you have. In a zero-sum mind-set, the basic logic of life is dog-eat-dog, conquer or be conquered. Property is theft. Predators win.Division of labor, on the other hand, and the other principles that underlie modern capitalism, encouraged a positive-sum mind-set. According to this way of thinking, the good of others multiplies my own good. Steve Jobs got to enjoy a fortune, but I get to enjoy the Mac I’m now typing on and tens of thousands get to enjoy the jobs he helped create.In this kind of society, life is not about conquest and domination but regulated competition and voluntary exchange. Not about antagonism but interdependence. In this kind of marketplace, Walter Lippmann wrote in the late 1930s, “the vista was opened at the end of which men could see the possibility of the Good Society on this earth.”In other words, a dry economic concept like “division of labor” helped inaugurate a moral revolution. A positive-sum society is a more pluralistic and tolerant society because all its members are encouraged to pioneer their own specialty. People are rewarded for their skills and imaginations, not their ability to intimidate. Competition for comparative advantage unleashes untold human creativity, drive, innovation and ambition.The errors and scandals of the early 21st century (Iraq, the financial crisis, etc.) produced a crisis of legitimacy for this brand of liberal democratic capitalism. People lost confidence that the elites knew what they are doing or were serving anybody but themselves. This disillusion led to a concomitant rise in global populism. In 2002 only 120 million people lived in countries governed by what The Guardian called “at least somewhat” populist leaders. By 2019, more than two billion did.Populism thrives on a zero-sum mind-set. The central story that populists tell is: They are out to destroy us. Populist leaders invariably inflame ethnic bigotry to mobilize their own supporters.America’s populist in chief, Donald Trump, exemplifies this mentality. Trump grew up in a zero-sum world. In the world of New York real estate, there’s a fixed amount of land. Trump didn’t have to invent a new concept, just screw the other side. In 2017, the Vox writer Dylan Matthews and his colleagues read all of Trump’s books on business and politics, and concluded that zero-sum thinking is the core of his mind-set. “You hear lots of people say that a great deal is when both sides win,” Trump and his co-author wrote in “Think Big and Kick Ass.” “That is a bunch of crap. In a great deal you win — not the other side. You crush the opponent and come away with something better for yourself.”MAGA is the zero-sum concept in political form. What’s good for immigrants is bad for the American-born. What’s good for Black people is bad for whites. Trade deals are exploitation. Our NATO allies are out to screw us. Every day for Trump is an Us/Them dominance game.Zero-sum thinking is surging on the left as well. A generation of college students has been raised on the dogma that life is a contest between groups — oppressor versus oppressed, colonizers versus colonized.This thinking is rising across the globe. Despots are trying to grab territory to increase wealth and glory. According to the Uppsala Conflict Data Program, state- and nonstate violence was higher in 2022 than it was a decade before.Vladimir Putin doesn’t seek to recapture Russian greatness by leading a nation that cures cancer or produces technological innovations; he seeks glory by conquering Ukraine: You lose, I win. Xi Jinping no longer talks of the U.S. and China as friendly competitors; he describes a world in which we are locked in a zero-sum war for supremacy: He wins, we lose. As my colleague Thomas Friedman has noted recently, Hamas could have turned Gaza into Dubai — a land of capitalism, growth and opportunity. But Hamas rejects the whole ethos of modern capitalism for a more primitive ethos: Jews die, we dominate.We all have complaints about the age of go-go globalization, but what’s followed is far worse — global economic competition being replaced by political and military confrontation. And the thugs are winning. Russia now has the momentum in Ukraine. China is growing increasingly aggressive in the waters around Taiwan. Trump is leading in many polls.Many of us greet 2024 with a sense of foreboding. We need Joe Biden to be as big as this year demands. We need a leader who shows that he grasps the scope of global crisis and has a vision for how to return to a positive-sum world of growth, innovation and peace.Personally, I’d ask Team Biden to take a look at Ronald Reagan’s 1980 campaign. A lot of people thought Reagan was too old that year. But he told a bracing story about the global threat and he had a vigorous vision for America’s future. Team Biden is not going to go all Reaganite, but it could promote a liberal version of two of his themes — law and order and the spirit of enterprise.Law and order. We are in the middle of a multifront conflict that pits the forces of civilization against the forces of barbarism. In a civilized world, people create rules and norms to make competition fair, whether it’s economic, intellectual or political competition. Barbarians seek to tear down those rules so thuggery can prevail. Biden needs to position himself as the candidate for law and order — in Ukraine, against Hamas, at the ballot box, on America’s streets and, yes, on the southern border. He has to stand for the rule of law against growing chaos.The spirit of enterprise. One of the great achievements of Biden’s first term is that America is once again a nation that builds things. Manufacturing employment is up. More broadly, the American economy is surging, with fast growth, plummeting inflation, real wage increases. Far from being in decline, the U.S. economy is driving the world.Biden needs to paint a portrait of America’s future not with statistics but with a vision of a way of life. Liberal capitalism involves a set of concrete social actions: starting a business; building better schools; working together with people in companies; rising from poverty to buy a house; raising children not to be culture warriors but workers and innovators.This liberal dream is still ingrained in the nation’s bones. It’s been covered over by several years of bitterness, disillusion and pessimism. Maybe Biden can reach something deep in every American and revive the optimism that used to be our defining national trait.The Times is committed to publishing a diversity of letters to the editor. We’d like to hear what you think about this or any of our articles. Here are some tips. And here’s our email: letters@nytimes.com.Follow The New York Times Opinion section on Facebook, Instagram, TikTok, X and Threads. More