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Javier E

Fareed Zakaria on the Age of Revolutions, the Power of Ideas, and the Rewards of Intellectual Curiosity (Ep. 208) | Conversations with Tyler - 0 views

  • ZAKARIA: Yes. I think I’ve always been intellectually very curious. I don’t think I’m the smartest person in the world, but I am very intellectually curious. I get fascinated by ideas and why things are some way. Even when I was very young, I remember I would read much more broadly than my peers.
  • I think I looked this up once, but Henry Kissinger’s memoirs came out when I was 14, I think. I remember reading them because I remember my mom — at that point, she was working at the Times of India. They excerpted it. I remember telling her that they had chosen some of the wrong excerpts, that there were other parts that would have been better. I must have read enough of it to have had an opinion.
  • The Bengali intelligentsia was the great intelligentsia of India, probably the most literate, the most learned. I think it’s because they’re very clever. One of the things I’ve always noticed is that people who are very clever political elites tend to think that they should run the economy because they can do it better than the market.
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  • a lot of people who came out of third-world countries felt, “We are never going to catch up with the West if we just wait for the market to work its way over hundreds of years.” They looked at, in the ’30s, the Soviet Union and thought, “This is a way to accelerate modernization, industrialization.” They all were much more comfortable with the idea of something that sped up the historical process of modernization.
  • Milton Friedman used to say that there are two groups of people who don’t like the free market. Academics, intellectuals because they think they can do it better than the market, and businessmen because they don’t like competition. What they really want — this is a variation of the Peter Thiel argument — what they all really want is to be monopolists. That former part is, I think, what explains the Bengali intellectuals.
  • I think that the reality is, the market is much more powerful than they are in these areas. To give you one simple example, they decided, “Okay, we need to be making high-end chips.” Who do they bet on? They bet on Intel, a company that has failed miserably to compete with TSMC, the great Taiwanese chip manufacturer. Intel is now getting multi-billion-dollar grants from the United States government, from the European Union, because it fills all the categories that you’re looking for: big company, stable and well-run, in some sense, can guarantee a lot of jobs.
  • But of course, the reality is that chip making is so complicated
  • Who knew that, actually, it’s Nvidia, whose chips turned out to be designed for gaming, turned out to be ideal for artificial intelligence? That’s a perfect example of how the Hayekian market signals that come bottom-up are much more powerful than a political elite who tries to tell you what it is.
  • COWEN: What did you learn from the Anglican Book of Common Prayer?
  • One was a reverence for tradition, and in particular, I loved the hymnal. I think Britain’s great contribution to music is religious music. It doesn’t have anything to compete with the Germans and the Italians in opera and things like that. Religious music, I think the Brits and the English have done particularly well.
  • The second thing I would say is an admiration for Christianity for its extraordinary emphasis on being nice to people who have not been lucky in life. I would say that’s, to me, the central message of Christianity that I take, certainly from the Sermon on the Mount, and it’s imbued through the Book of Common Prayer: to be nice to the people who have been less fortunate than you. Be nice to poor people. Recognize that in God’s kingdom, the first shall be last and the last shall be first.
  • There is an enormous emphasis on the idea that those things that make you powerful in this world are not the things that really matter, that your dignity as a human being doesn’t come from that. I think that’s a very powerful idea. It’s a very revolutionary idea
  • Tom Holland has a very good book about this. He’s a wonderful historian in Britain. I think it’s called Dominion.
  • He points out what a revolutionary idea this was. It completely upended the Roman values, which were very much, the first shall be first. The powerful and the rich are the ones to be valued. He points out, here is this Jewish preacher coming out of the Middle East saying, “No, the first shall be last, the last shall be first in the kingdom of heaven.”
  • COWEN: I went to Amritsar the year before, and it was one of the most magical feelings I’ve ever had in any place. I’m still not sure what exactly I can trace it to — I am not a Sikh, of course. But what, for you, accounts for the strong, powerful, wondrous feeling one gets from that place?
  • I think there’s something about it architecturally, which is that there is a serenity about it. Sometimes you can find Hindu temples that are very elaborate. Sikhism is a kind of offshoot of Hinduism. The Hindu temples can be very elaborate, but very elaborate and ornate. This somehow has a simplicity to it. When you add to that the water — I’ve always thought that water adds an enormously calming effect
  • Hindi and Urdu are two Indian languages, very related. They both have roughly the same grammatical structure, but then Hindi derives its vocabulary entirely from Sanskrit, or almost entirely from Sanskrit, and Urdu derives its vocabulary almost entirely from Persian. Urdu is a language of Indian Muslims and is the official language for Pakistan. It’s a beautiful language, very lyrical, very much influenced by that Persian literary sensibility.
  • If you’re speaking one of the languages, there’s a way to alternate between both, which a lot of Indian politicians used to do as a way of signaling a broad embrace of both the Hindu and the Muslim communities. Nehru, India’s first prime minister, used to often do that. He would say, “I am delighted to be coming here to your home.” He’d repeat the word home, first in Urdu, then in Hindi, so that in effect, both constituencies were covered.
  • Modi, by contrast, India’s current prime minister, is a great Hindu nationalist. He takes pains almost never to use an Urdu word when he speaks. He speaks in a kind of highly Sanskritized Hindi that most Indians actually find hard to understand because the everyday language, Bollywood Hindi, is a mixture of Hindi words and Urdu words
  • I think the partition of India was a complete travesty. It was premised on this notion of religious nationalism. It was horrendously executed. The person who drew the lines, a man named Radcliffe, had never been to India. He’d never been east of the Suez and was given this task, and he did it in a month or two, probably caused a million-and-a-half to two million lives lost, maybe 10 million people displaced. It broke that wonderfully diverse, syncretic aspect of India.
  • If you look at cities like Delhi and Lahore, what was beautiful about them is that they mix together all the influences of India: Hindu, Muslim, Punjabi, Sindhi. Now what you have is much more bifurcated. If you go to Lahore, Lahore is a Muslim city in Pakistan, and it has a Punjabi influence. Delhi has become, essentially, much more Indian and Hindu and has lost that Muslim influence. To me, as somebody who really loves cosmopolitanism and diversity, it’s sad to see that. It’s almost like you’ve lost something that really made these places wonderfully rich.
  • I feel the same way when you read about the history of Europe. You think of a place like Vienna, which, in its most dazzling moment, was dazzling precisely because it was this polyglot population of people coming from all over the Habsburg Empire. A large segment of it was Jewish, and it had, as a result — think about Freud and Klimt and the music that came out of there, and the architecture that came out at the turn of the 19th century. And it’s all gone. It’s like, at this point, a somewhat beautiful but slightly dull Austrian city.
  • I remember once being asked when I was a graduate student at Harvard — Tony Lake was then national security adviser, and his office called and said — I’d written something in the New York Times, I think — “Mr. Lake would like you to come to the White House to brief him.”
  • I think, in a sense, Islam fit in within that tapestry very easily, and it’s been around for a while. When people talk about cleansing India, Hindu nationals talk about cleansing India of foreign influences. Islam has been in India since the 11th century, so it’s been around for a long time
  • I was amazed that America — it wasn’t America; it was where I was at Yale and Harvard and all that — that nobody cared where I came from. Nobody cared.
  • the syncretic nature of India, that India has always been diverse. Hinduism is very tolerant. It’s a kind of unusual religion in that you can believe in one god and be Hindu. You can believe in 300. You can be vegetarian and believe that’s a religious dictate. You can be nonvegetarian and believe that that’s completely compatible with your religion. It’s always embraced almost every variant and variation.
  • I walked in and there were five people around the table: Tony Lake; Deputy National Security Advisor Sandy Berger; George Stephanopoulos, who was then director of communications at the White House; Joe Nye, who was a senior professor at Harvard; one other person; and myself. And I kept thinking to myself, “Are they going to realize at some point that I’m not an American citizen? They’re asking me for my advice on what America should do, and I am on a student visa.” And of course, nobody ever did, which is one of the great glories of America.
  • My thesis topic was, I tried to answer the question, when countries rise in great power, when they rise economically, they become great powers because they quickly translate that economic power into diplomatic and military power. What explains the principal exception in modern history, which is the United States?
  • My simple answer was that the United States was a very unusual creature in the modern world. It was a very strong nation with a very weak state. The federal government in the United States did not have the capacity to extract the resources from the society at large because you didn’t have income taxes in those days.
  • COWEN: What put you off academia? And this was for the better, in my view.
  • ZAKARIA: I think two things. One, I could see that political science was moving away from the political science that I loved, which was a broad discipline rooted in the social sciences but also rooted in the humanities, which was rigorous, structural, historical comparisons. Looking at different countries, trying to understand why there were differences.
  • It was moving much more toward a huge emphasis on things like rational choice, on game theory There was an economist envy. Just as economists have math envy, political scientists have economist envy. It was moving in that direction
  • COWEN: After 9/11 in 2001, you wrote a famous essay for Newsweek, “Why Do They Hate Us?” You talked about the rulers, failed ideas, religion. If you were to revise or rethink that piece today, how would you change it? Because we have 23 more years of data, right?
  • He had a routine, which is, he’d get up about 6:00 a.m. He’d go down to the basement of his townhouse, and at 6:30, he would start writing or working on whatever his next big research project was. He’d do that, uninterrupted, for three hours at least, sometimes four. Then, at about 9:30, 10:00, he would take the subway to Harvard.
  • His point was, you got to start the day by doing the important work of academia, which is producing knowledge. All the rest of it — teaching, committee meetings, all that — you can do later. He was so disciplined about that, that every five years or so, he put out another major piece of work, another major book
  • I looked at that, and I said to myself, I do not have the self-discipline to perform at that level. I need to go into something that has deadlines,
  • It’s all within you, and you have to be able to generate ideas from that lonely space. I’ve always found that hard. For me, writing books is the hardest thing I do. I feel like I have to do it because I feel as though everything else is trivia — the television, column, everything else.
  • The second piece of it was actually very much related to Huntington. Sam Huntington was quite an extraordinary character, probably the most important social scientist in the second half of the 20th century. Huge contributions to several fields of political science. He lived next to me
  • ZAKARIA: Yes. Not very much, honestly. The central point I was making in that essay was that if you look at the Arab world, it is the principal outlier in the modern era, where it has undergone almost no political modernization.
  • The Arab world had remained absolutely static. My argument was that it was largely because of the curse of oil and oil wealth, which had impeded modernization. But along with that, because of that failed modernization, they had developed this reactionary ideology of Islam, which said the answer is to go further back, not to go forward. “Islam is the solution,” was the cry of the Islamic fundamentalists in the 1970s.
  • COWEN: I’m struck that this year, both you and Ruchir Sharma have books coming out — again, Fareed’s book is Age of Revolutions: Progress and Backlash from 1600 to the Present — that I would describe broadly as classically liberal. Do you think classical liberalism is making a comeback
  • the reason these books are coming out — and certainly, mine, as you know, is centrally occupied with the problem that there’s a great danger that we are going to lose this enormous, probably the most important thing that’s happened in the last 500, 600 years in human history, this movement that has allowed for the creation of modern liberal democratic societies with somewhat market economies.
  • If you look at the graph of income, of GDP, per capita GDP, it’s like a straight line. There’s no improvement until you get to about, roughly speaking, the 17th, 18th century in Europe, and then you see a sharp uptick. You see this extraordinary rise, and that coincides with the rise of science and intellectual curiosity and the scientific method, and the industrial revolution after that. All that was a product of this great burst of liberal Enlightenment thinking in the West.
  • If you think about what we’ve gone through in the last 30 years — and this is really the central argument in my book — massive expansion of globalization, massive expansion of information technology so that it has completely upended the old economy. All of this happening, and people are overwhelmed, and they search in that age of anxiety. They search for a solution, and the easy solutions are the ones offered by the populists.
  • They’re deeply anti-liberal, illiberal. So, I worry that, actually, if we don’t cherish what we have, we’ll lose what has been one of the great, great periods of progress in human history.
  • COWEN: Why does your book cover the 17th-century Dutch Golden Age? ZAKARIA: The Dutch are the first modern country. If you think about politics before that — certainly with the exception of ancient Greece and Rome — in modern history, the Dutch invent modern politics and economics. They invent modern politics in the sense that it’s the first time politics is not about courts and kings. It is about a merchant republic with powerful factions and interest groups and political parties, or the precursor to political parties.
  • It’s the beginning of modern economics because it’s economics based not simply on land and agriculture, but on the famous thing that John Locke talked about, which is mixing human beings’ labor with the land. The Dutch literally do this when they reclaim land from the sea and find ways to manage it, and then invent tall ships, which is, in some ways, one of the first great technological revolutions that has a direct economic impact.
  • You put all that together, and the Dutch — they become the richest country in the world, and they become the leading technological power in the world. It was very important to me to start the story — because they are really the beginnings of modern liberalism
  • COWEN: Circa 1800, how large were the Chinese and Indian economies?
  • Circa 1800, the Chinese and Indian economies are the two largest economies in the world, and people have taken this to mean, oh, the West had a temporary spurt because of colonies and cheap energy, and that the Chinese and Indians are just coming back to where they were.
  • First of all, the statistic is misleading because in those days, GDP was simply measured by using population. All society was agricultural. The more people you had, the larger your GDP. It was meaningless because the state could not extract that GDP in any meaningful way, and it’s meaningless because it doesn’t measure progress. It doesn’t measure per capita GDP growth, which is the most important thing to look at.
  • If you look at per capita GDP growth from 1350 to 1950, for 600 years, India and China have basically no movement. It’s about $600 in 1350 and $600 in 1950. The West, by comparison, moves up 600 percent in that period. It’s roughly $500 per capita GDP to roughly $5,000 per capita GDP.
  • You can also look at all kinds of other measures. You can look at diet. There are economic historians who’ve done this very well, and people in England were eating four to five times as much grain and protein as people in China and India. You can look at the extraordinary flourishing of science and engineering. You can look at the rise of the great universities. It’s all happening in the West.
  • The reason this is important is, people need to understand the rise of the West has been a very profound, deep-rooted historical phenomenon that began sometime in the 15th century. The fact that we’re moving out of that phase is a big, big deal. This is not a momentary blip. This is a huge train. The West define modernity. Even when countries try to be modern, they are in some way becoming Western because there is no path we know of to modernity without that.
  • One other way of just thinking about how silly that statistic is: in pure GDP terms, China had a larger GDP than Britain in 1900. Now, look at Britain in 1900: the most advanced industrial society in the world, ruling one-quarter of the world, largest navy in the world, was able to humiliate China by using a small fraction of its military power during the opium era. That’s what tells you that number is really meaningless. The West has been significantly more advanced than the rest of the world since the 16th century at least.
Javier E

Ilya Sutskever, OpenAI Co-Founder Who Helped Oust Sam Altman, Starts His Own Company - The New York Times - 0 views

  • The new start-up is called Safe Superintelligence. It aims to produce superintelligence — a machine that is more intelligent than humans — in a safe way, according to the company spokeswoman Lulu Cheng Meservey.
  • Last year, Dr. Sutskever helped create what was called a Superalignment team inside OpenAI that aimed to ensure that future A.I. technologies would not do harm. Like others in the field, he had grown increasingly concerned that A.I. could become dangerous and perhaps even destroy humanity.
  • Jan Leike, who ran the Superalignment team alongside Dr. Sutskever, has also resigned from OpenAI. He has since been hired by OpenAI’s competitor Anthropic, another company founded by former OpenAI researchers.
Javier E

Opinion | Why Boys Today Struggle With Human Connection - The New York Times - 0 views

  • By the time he left Discord a year or so later, he’d had about 200 calls with different people, both men and women, who spoke of contemplating suicide.
  • But it was the boys who seemed the most desperately lonely and isolated. On the site, he said, he found “a lot more unhealthy men than unhealthy women.” He added: “With men, there is a huge thing about mental health and shame because you’re not supposed to be weak. You’re not supposed to be broken.” A male mental-health crisis was flying under the radar.
  • I have come to believe the conditions of modern boyhood amount to a perfect storm for loneliness
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  • All the old deficiencies and blind spots of male socialization are still in circulation — the same mass failure to teach boys relational skills and emotional intelligence, the same rigid masculinity norms and social prohibitions that push them away from intimacy and emotionality.
  • in many ways this environment has apparently had the opposite effect — it has shut them down even further.
  • The micro-generation that was just hitting puberty as the #MeToo movement exploded in 2017 is now of college (and voting) age. They have lived their whole adolescence not just in the digital era, with a glorious array of virtual options to avoid the angst of real-world socializing, but also in the shadow of a wider cultural reckoning around toxic masculinity.
  • We have spent the past half-decade wrestling with ideas of gender and privilege, attempting to challenge the old stereotypes and power structures. These conversations should have been an opportunity to throw out the old pressures and norms of manhood, and to help boys and men be more emotionally open and engaged.
  • in screen-addicted, culture war-torn America, we have also added new ones.
  • For many progressives, weary from a pileup of male misconduct, the refusal to engage with men’s feelings has now become almost a point of principle
  • For every right-wing tough guy urging his crying son to “man up,” there’s a voice from the left telling him that to express his concerns is to take airtime away from a woman or someone more marginalized
  • In many cases, the same people who are urging boys and men to become more emotionally expressive are also taking a moral stand against hearing how they actually feel
  • For many boys, it can seem as though their emotions get dismissed by both sides. This political isolation has combined with existing masculine norms to push a worrying number of boys into a kind of resentful, semi-politicized reclusion.
  • Over a quarter of men under 30 say they have no close friends
  • Teenage boys now spend two hours less a week socializing than girls and they also spend about seven hours more per week than their female peers on screens.
  • my own research has fed my fears.
  • the same theme came up over and over for boys who on the face of it had little else in common. They were lonely.
  • almost all of them had the nagging sense that something important was missing in those friendships. They found it almost impossible to talk to their male peers about anything intimate or express vulnerability.
  • One teenager described his social circle, a group of boys who had been best friends since kindergarten, as a “very unsupportive support system.” Another revealed that he could recall only one emotionally open conversation with a male friend in his life, and that even his twin brother had not seen him cry in years
  • they felt unable to articulate this pain or seek help, because of a fear that, because they were boys, no one would listen.
  • As one 20-year-old put it, “If a man voices any concern, they get deflected with all of their so-called privileges.” He added: “They’d be like, ‘Whatever. Women have suffered more than you, so you have no right to complain.’”
  • Almost without exception, the boys I talked to craved closer, more emotionally open relationships, but had neither the skills nor the social permission to change the story.
  • Perhaps it’s not surprising that boys don’t know how to listen and engage with their friends’ emotions on any deeper level; after all, no one really engages with theirs.
  • in a sexist society, male opinions hold outsized value. But the world — including their own parents — has less time for their feelings.
  • One study from 2014 showed that parents were more likely to use emotional words when talking with their 4-year-old daughters than those speaking to their 4-year-old sons.
  • A more recent study comparing fathers of boys with fathers of girls found that fathers of boys were less attentively engaged with their boys, spent less time talking about their son’s sad feelings and instead were more likely to roughhouse with them. They even used subtly different vocabularies when talking with boys, with fewer feelings-centered words, and more competition and winning-focused language.
  • Spend any time in the manosphere, and it’s easy to start to hate men and boys. The extreme misogyny, the gleeful hate speech, the violent threats and thrum of menace make it hard to summon much sympathy for male concerns, and easy to forget the ways that patriarchy harms them, too.
  • in the grip of the culture wars, caring about boys has become subtly coded as a right-wing cause,
  • Men have had way more than their fair share of our concern already, the reasoning goes, and now it’s time for them to pipe down
  • But for boys, privilege and harm intertwine in complex ways — male socialization is a strangely destructive blend of indulgence and neglect. Under patriarchy, boys and men get everything, except the thing that’s most worth having: human connection.
  • The prescription for creating a generation of healthier, more socially and emotionally competent men is the same in the wider political discourse as it is in our own homes — to approach boys generously rather than punitively
  • We need to acknowledge boys’ feelings, to talk with our sons in the same way we do our daughters, to hear them and empathize rather than dismiss or minimize, and engage with them as fully emotional beings.
Javier E

Opinion | The Reason People Aren't Telling Joe Biden the Truth - The New York Times - 0 views

  • They entered with courage and exited as cowards. In the past two weeks, several leaders have told me they arrived at meetings with President Biden planning to have serious discussions about whether he should withdraw from the 2024 election. They all chickened out.
  • There’s a gap between what people say behind the president’s back and what they say to his face. Instead of dissent and debate, they’re falling victim to groupthink.
  • According to the original theory, groupthink happens when people become so cohesive and close-knit that they put harmony above honesty. Extensive evidence has debunked that idea
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  • The root causes of silence are not social solidarity but fear and futility. People bite their tongues when they doubt that it’s safe and worthwhile to speak up. Leaders who want to make informed decisions need to make it clear they value candid input.
  • Mr. Biden has done the opposite, declaring first that only the Lord almighty could change his mind and then saying that he’ll drop out only if polls say there’s no way for him to win. That sends a strong message
  • If you’re not an immortal being or a time traveler from the future, it’s pointless to share any concerns about the viability of his candidacy.
  • Showing openness can raise people’s confidence, but it’s not always enough to quell their fear. In our research, Constantinos Coutifaris and I found that it helps for leaders to criticize themselves out loud. That way, instead of just claiming that they want the truth, they can show that they can handle the truth.
  • Although it can help to assign devil’s advocates, it’s more effective to unearth them. Genuine dissenters argue more convincingly and get taken more seriously.
  • It’s time for Mr. Biden’s team to run an anonymous poll of advisers, governors and lawmakers. The results of the poll could be given to an honest broker — someone with a vested interest in winning the election rather than appeasing the president
  • To avoid pressure from the top, I might try a fishbowl format, asking Mr. Biden to listen first and speak last.
  • Over the past week, I’ve raised these ideas with several leaders close to the president who reached out for advice. They’ve each made it clear that they’re afraid to put their relationship on the line and they don’t think Mr. Biden will listen to them
  • I’ve reminded them that they’re lucky to have a president who doesn’t punish dissenters with an indefinite prison sentence or a trial for treason. That diffusion of responsibility is a recipe for groupthink — if everyone leaves it to someone else, no one will end up speaking up.
  • “President Biden, I know you believe that politicians shouldn’t let hubris cloud their judgment. I’m worried that people are telling you what you want to hear, not what you need to hear. We know the good things that could happen if you run and win, but we also need to discuss the good things that could happen if you don’t run. You could be hailed as a hero like George Washington for choosing not to seek another term. Regardless of the result, you could make history through your selfless stewardship of the next generation. Personally, I don’t know if that’s the right decision. I just want to make sure it gets due consideration. Would you be open to hosting a meeting to hear the dissenting views?
Javier E

Defeated by A.I., a Legend in the Board Game Go Warns: Get Ready for What's Next - The New York Times - 0 views

  • Lee Saedol was the finest Go player of his generation when he suffered a decisive loss, defeated not by a human opponent but by artificial intelligence.
  • The stunning upset, in 2016, made headlines around the world and looked like a clear sign that artificial intelligence was entering a new, profoundly unsettling era.
  • By besting Mr. Lee, an 18-time world champion revered for his intuitive and creative style of play, AlphaGo had solved one of computer science’s greatest challenges: teaching itself the abstract strategy needed to win at Go, widely considered the world’s most complex board game.
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  • AlphaGo’s victory demonstrated the unbridled potential of A.I. to achieve superhuman mastery of skills once considered too complicated for machines.
  • Mr. Lee, now 41, retired three years later, convinced that humans could no longer compete with computers at Go. Artificial intelligence, he said, had changed the very nature of a game that originated in China more than 2,500 years ago.
  • As society wrestles with what A.I. holds for humanity’s future, Mr. Lee is now urging others to avoid being caught unprepared, as he was, and to become familiar with the technology now. He delivers lectures about A.I., trying to give others the advance notice he wishes he had received before his match.
  • “I faced the issues of A.I. early, but it will happen for others,” Mr. Lee said recently at a community education fair in Seoul to a crowd of students and parents. “It may not be a happy ending.”
  • Mr. Lee is not a doomsayer. In his view, A.I. may replace some jobs, but it may create some, too. When considering A.I.’s grasp of Go, he said it was important to remember that humans both created the game and designed the A.I. system that mastered it.
  • What he worries about is that A.I. may change what humans value.
  • His immense talent was apparent from the start. He quickly became the best player of his age not only locally but across all of South Korea, Japan and China. He turned pro at 12.
  • “People used to be in awe of creativity, originality and innovation,” he said. “But since A.I. came, a lot of that has disappeared.”
  • By the time he was 20, Mr. Lee had reached 9-dan, the highest level of mastery in Go. Soon, he was among the best players in the world, described by some as the Roger Federer of the game.
  • Go posed a tantalizing challenge for A.I. researchers. The game is exponentially more complicated than chess, with it often being said that there are more possible positions on a Go board (10 with more than 100 zeros after it, by many mathematical estimates) than there are atoms in the universe.
  • The breakthrough came from DeepMind, which built AlphaGo using so-called neural networks: mathematical systems that can learn skills by analyzing enormous amounts of data. It started by feeding the network 30 million moves from high-level players. Then the program played game after game against itself until it learned which moves were successful and developed new strategies.
  • Mr. Lee said not having a true human opponent was disconcerting. AlphaGo played a style he had never seen, and it felt odd to not try to decipher what his opponent was thinking and feeling. The world watched in awe as AlphaGo pushed Mr. Lee into corners and made moves unthinkable to a human player.“I couldn’t get used to it,” he said. “I thought that A.I. would beat humans someday. I just didn’t think it was here yet.”
  • AlphaGo’s victory “was a watershed moment in the history of A.I.” said Demis Hassabis, DeepMind’s chief executive, in a written statement. It showed what computers that learn on their own from data “were really capable of,” he said.
  • Mr. Lee had a hard time accepting the defeat. What he regarded as an art form, an extension of a player’s own personality and style, was now cast aside for an algorithm’s ruthless efficiency.
  • His 17-year-old daughter is in her final year of high school. When they discuss what she should study at university, they often consider a future shaped by A.I.“We often talk about choosing a job that won’t be easily replaceable by A.I. or less impacted by A.I.,” he said. “It’s only a matter of time before A.I. is present everywhere.”
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