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Javier E

Elon Musk's Latest Dust-Up: What Does 'Science' Even Mean? - WSJ - 0 views

  • Elon Musk is racing to a sci-fi future while the AI chief at Meta Platforms is arguing for one rooted in the traditional scientific approach.
  • Meta’s top AI scientist, Yann LeCun, criticized the rival company and Musk himself. 
  • Musk turned to a favorite rebuttal—a veiled suggestion that the executive, who is also a high-profile professor, wasn’t accomplishing much: “What ‘science’ have you done in the past 5 years?”
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  • “Over 80 technical papers published since January 2022,” LeCun responded. “What about you?”
  • To which Musk posted: “That’s nothing, you’re going soft. Try harder!
  • At stake are the hearts and minds of AI experts—academic and otherwise—needed to usher in the technology
  • “Join xAI,” LeCun wrote, “if you can stand a boss who:– claims that what you are working on will be solved next year (no pressure).– claims that what you are working on will kill everyone and must be stopped or paused (yay, vacation for 6 months!).– claims to want a ‘maximally rigorous pursuit of the truth’ but spews crazy-ass conspiracy theories on his own social platform.”
  • After pushback, he later clarified in another post: “What I *AM* saying is that science progresses through the collision of ideas, verification, analysis, reproduction, and improvements. If you don’t publish your research *in some way* your research will likely have no impact.”
  • For an academic such as LeCun, published research, whether peer-reviewed or not, allowed ideas to flourish and reputations to be built, which in turn helped build stars in the system.
  • LeCun has been at Meta since 2013 while serving as an NYU professor since 2003. His tweets suggest he subscribes to the philosophy that one’s work needs to be published—put through the rigors of being shown to be correct and reproducible—to really be considered science. 
  • “If you do research and don’t publish, it’s not Science,” he posted in a lengthy tweet Tuesday rebutting Musk. “If you never published your research but somehow developed it into a product, you might die rich,” he concluded. “But you’ll still be a bit bitter and largely forgotten.” 
  • Some read Musk’s “science” dig as dismissing the role research has played for a generation of AI experts. For years, the Metas and Googles of the world have hired the top minds in AI from universities, indulging their desires to keep a foot in both worlds by allowing them to release their research publicly, while also trying to deploy products. 
  • The spat inspired debate throughout the scientific community. “What is science?” Nature, a scientific journal, asked in a headline about the dust-up.
  • Others, such as Palmer Luckey, a former Facebook executive and founder of Anduril Industries, a defense startup, took issue with LeCun’s definition of science. “The extreme arrogance and elitism is what people have a problem with,” he tweeted.
  • For Musk, who prides himself on his physics-based viewpoint and likes to tout how he once aspired to work at a particle accelerator in pursuit of the universe’s big questions, LeCun’s definition of science might sound too ivory-tower. 
  • Musk has blamed universities for helping promote what he sees as overly liberal thinking and other symptoms of what he calls the Woke Mind Virus. 
  • Over the years, an appeal of working for Musk has been the impression that his companies move quickly, filled with engineers attracted to tackling hard problems and seeing their ideas put into practice.
  • “I’ve teamed up with Elon to see if we can actually apply these new technologies to really make a dent in our understanding of the universe,” Igor Babuschkin, an AI expert who worked at OpenAI and Google’s DeepMind, said last year as part of announcing xAI’s mission. 
  • The creation of xAI quickly sent ripples through the AI labor market, with one rival complaining it was hard to compete for potential candidates attracted to Musk and his reputation for creating value
  • that was before xAI’s latest round raised billions of dollars, putting its valuation at $24 billion, kicking off a new recruiting drive. 
  • It was already a seller’s market for AI talent, with estimates that there might be only a couple hundred people out there qualified to deal with certain pressing challenges in the industry and that top candidates can easily earn compensation packages worth $1 million or more
  • Since the launch, Musk has been quick to criticize competitors for what he perceived as liberal biases in rival AI chatbots. His pitch of xAI being the anti-woke bastion seems to have worked to attract some like-minded engineers.
  • As for Musk’s final response to LeCun’s defense of research, he posted a meme featuring Pepé Le Pew that read: “my honest reaction.”
Javier E

OpenAI Whistle-Blowers Describe Reckless and Secretive Culture - The New York Times - 0 views

  • A group of OpenAI insiders is blowing the whistle on what they say is a culture of recklessness and secrecy at the San Francisco artificial intelligence company, which is racing to build the most powerful A.I. systems ever created.
  • The group, which includes nine current and former OpenAI employees, has rallied in recent days around shared concerns that the company has not done enough to prevent its A.I. systems from becoming dangerous.
  • The members say OpenAI, which started as a nonprofit research lab and burst into public view with the 2022 release of ChatGPT, is putting a priority on profits and growth as it tries to build artificial general intelligence, or A.G.I., the industry term for a computer program capable of doing anything a human can.
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  • They also claim that OpenAI has used hardball tactics to prevent workers from voicing their concerns about the technology, including restrictive nondisparagement agreements that departing employees were asked to sign.
  • “OpenAI is really excited about building A.G.I., and they are recklessly racing to be the first there,” said Daniel Kokotajlo, a former researcher in OpenAI’s governance division and one of the group’s organizers.
  • Other members include William Saunders, a research engineer who left OpenAI in February, and three other former OpenAI employees: Carroll Wainwright, Jacob Hilton and Daniel Ziegler. Several current OpenAI employees endorsed the letter anonymously because they feared retaliation from the company,
  • At OpenAI, Mr. Kokotajlo saw that even though the company had safety protocols in place — including a joint effort with Microsoft known as the “deployment safety board,” which was supposed to review new models for major risks before they were publicly released — they rarely seemed to slow anything down.
  • So was the departure of Dr. Leike, who along with Dr. Sutskever had led OpenAI’s “superalignment” team, which focused on managing the risks of powerful A.I. models. In a series of public posts announcing his departure, Dr. Leike said he believed that “safety culture and processes have taken a back seat to shiny products.”
  • “When I signed up for OpenAI, I did not sign up for this attitude of ‘Let’s put things out into the world and see what happens and fix them afterward,’” Mr. Saunders said.
  • Mr. Kokotajlo, 31, joined OpenAI in 2022 as a governance researcher and was asked to forecast A.I. progress. He was not, to put it mildly, optimistic.In his previous job at an A.I. safety organization, he predicted that A.G.I. might arrive in 2050. But after seeing how quickly A.I. was improving, he shortened his timelines. Now he believes there is a 50 percent chance that A.G.I. will arrive by 2027 — in just three years.
  • He also believes that the probability that advanced A.I. will destroy or catastrophically harm humanity — a grim statistic often shortened to “p(doom)” in A.I. circles — is 70 percent.
  • Last month, two senior A.I. researchers — Ilya Sutskever and Jan Leike — left OpenAI under a cloud. Dr. Sutskever, who had been on OpenAI’s board and voted to fire Mr. Altman, had raised alarms about the potential risks of powerful A.I. systems. His departure was seen by some safety-minded employees as a setback.
  • Mr. Kokotajlo said, he became so worried that, last year, he told Mr. Altman that the company should “pivot to safety” and spend more time and resources guarding against A.I.’s risks rather than charging ahead to improve its models. He said that Mr. Altman had claimed to agree with him, but that nothing much changed.
  • In April, he quit. In an email to his team, he said he was leaving because he had “lost confidence that OpenAI will behave responsibly" as its systems approach human-level intelligence.
  • “The world isn’t ready, and we aren’t ready,” Mr. Kokotajlo wrote. “And I’m concerned we are rushing forward regardless and rationalizing our actions.”
  • On his way out, Mr. Kokotajlo refused to sign OpenAI’s standard paperwork for departing employees, which included a strict nondisparagement clause barring them from saying negative things about the company, or else risk having their vested equity taken away.
  • Many employees could lose out on millions of dollars if they refused to sign. Mr. Kokotajlo’s vested equity was worth roughly $1.7 million, he said, which amounted to the vast majority of his net worth, and he was prepared to forfeit all of it.
  • Mr. Altman said he was “genuinely embarrassed” not to have known about the agreements, and the company said it would remove nondisparagement clauses from its standard paperwork and release former employees from their agreements.)
  • In their open letter, Mr. Kokotajlo and the other former OpenAI employees call for an end to using nondisparagement and nondisclosure agreements at OpenAI and other A.I. companies.
  • “Broad confidentiality agreements block us from voicing our concerns, except to the very companies that may be failing to address these issues,”
  • They also call for A.I. companies to “support a culture of open criticism” and establish a reporting process for employees to anonymously raise safety-related concerns.
  • They have retained a pro bono lawyer, Lawrence Lessig, the prominent legal scholar and activist
  • Mr. Kokotajlo and his group are skeptical that self-regulation alone will be enough to prepare for a world with more powerful A.I. systems. So they are calling for lawmakers to regulate the industry, too.
  • “There needs to be some sort of democratically accountable, transparent governance structure in charge of this process," Mr. Kokotajlo said. “Instead of just a couple of different private companies racing with each other, and keeping it all secret.”
Javier E

Dating Apps Once Ran on Novelty. For Some Users, the Fun Is Over. - WSJ - 0 views

  • Around half of all U.S. adults under 30 have used a dating site or app at some point in their lives, and one in 10 adults with partners say they met their significant other by dating online
  • Online-dating growth has been slowing. Paying users declined 6% in the first quarter of the year at Match Group, whose portfolio includes the League, Tinder and Hinge, compared with a 3% dip in the first quarter of 2023. The Bumble app grew paying users 18% in the first quarter, compared with 31% growth in the period a year earlier. 
  • Nearly half of all online daters and more than half of female daters say their experiences have been negative, according to Pew, and a growing tide of users are sharing their dissatisfaction
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  • People bemoan a perceived rise in bad dating etiquette such as “ghosting” and the sending of unsolicited sexual messages, and blame the way online romance makes it easier to discard potential partners at a touch of a button. “Hacks,” or tricks designed to game the apps for better dates, abound, demonstrating the shortcomings of their designs. 
  • the companies’ growing emphasis on pricier premium services is giving users new reasons to scrutinize the algorithmically driven path to romance.
  • Bumble made its name as a free app that only let women make the first move, for example. But since 2016, it has charged for advantages such as unlimited “swipes” to connect with prospects. The most expensive plan today costs $80 a month
  • “This is not a new phenomenon, and I think that dating apps have crystallized and brought those concerns to the fore, primarily because the prior institutions that were responsible for connecting individuals—such as family, friends, churches, other homes of worship—were not able to assume blame in the same way,” said Jess Carbino, a sociologist who has worked as a consultant for Bumble and Tinder.
  • Unlike apps such as Tinder and Bumble, the League requires profile approval to join. On the app, users get three to five prospects a day unless they upgrade to become a paying member, which runs $99 a week or $399 for a three-month subscription. Once a match is made in the app, users have 14 days to initiate a conversation before the matches expire. 
Javier E

Defeated by A.I., a Legend in the Board Game Go Warns: Get Ready for What's Next - The ... - 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.”
Javier E

The Normalization of the Exception - Homepage Christian Lammert - 0 views

  • There's now a disturbingly quick acceptance of the argument that "both sides are to blame." It was and remains the Republicans and Trump who have labeled the media as enemies of the people, politicians and refugees as vermin, and have spoken of bloodshed should Trump lose again in the next election. This discourse sharply contrasts with that of Democratic elites and Biden, who critique President Trump based on his policies (see Project 2025), labeling him a potential dictator and a threat to democracy. This critique remains within the bounds of normal political discourse and does not dehumanize political opponents or other demographic groups, as Trump's rhetoric frequently does. Such rhetoric has become "normal" and mainstream within the Republican Party but remains either non-existent or exceptionally rare among Democrats. This clearly indicates an asymmetric radicalization of our political discourse.
  • The ideological positioning of the two parties also reflects this asymmetry. Empirical analyses by notable U.S. political scientists show that the Republicans have moved significantly further to the right ideologically compared to the leftward shift of the Democrats. In certain segments, the ideological positions of MAGA representatives in Congress no longer fit within this spectrum, having departed from democratic norms.
  • Republicans have successfully shifted the discourse to place equal blame on both sides for polarization and radicalization, but this narrative does not reflect reality and must be addressed. It is the right-wing political spectrum and its associated media network that questions fundamental pillars of democracy and the rule of law. Similar challenges are not found within the left-wing political spectrum
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  • What the Republicans denounce as Marxist or socialist would be considered moderate social democracy in Germany. Since the 1980s and 1990s, with figures like Pat Buchanan and Newt Gingrich, political radicalization has been a deliberate strategy to mobilize their voter base. Right-wing media significantly amplify this strategy. Without understanding this context, meaningful solutions to the problem cannot be found
  • Currently, it is the right that is mounting a fundamental assault on the system of checks and balances in the United States. They seek to greatly enhance the powers of the executive branch through the presidency, drastically reduce the size of the administration while ensuring loyalty to the president, expand presidential influence over the judiciary, and eliminate the independence of law enforcement and security agencies. These goals run counter to longstanding U.S. political traditions and the ideas of the Founding Fathers.
Javier E

Why Gen Z College Students Are Seeking Tech and Finance Jobs - The New York Times - 0 views

  • Harvard, where, at a wood-paneled dining hall last year, two juniors explained how to assess a fellow undergraduate’s earning potential. It’s easy, they said, as we ate mussels, beets and sautéed chard: You can tell by who’s getting a bulge bracket internship.
  • A bulge bracket bank, like Goldman Sachs, JPMorgan Chase or Citi. The biggest, most prestigious global investment banks
  • Not to be confused with M.B.B., which stands for three of the most prestigious management consulting firms: McKinsey, Bain and Boston Consulting Group.
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  • Even when they arrive at college wanting something very different, an increasing number of students at elite universities seek the imprimatur of employment by a powerful firm and “making a bag” (slang for a sack of money) as quickly as possible.
  • Elite universities have always been major feeders into finance and consulting, and students have always wanted to make money. According to the annual American Freshman Survey, the biggest increase in students wanting to become “very well off financially” happened between the 1970s and 1980s, and it’s been creeping up since then.
  • According to a Harvard Crimson survey of Harvard Seniors, the share of 2024 graduates going into finance and consulting is 34 percent. (In 2022 and 2023 it exceeded 40 percent.
  • Another student, from Uruguay, who spent his second summer in a row practicing case studies in preparation for management consulting internship interviews, told me that everyone arrived on campus hoping to change the world. But what they learn at Harvard, he said, is that actually doing anything meaningful is too hard. People give up on their dreams, he told me, and decide they might as well make money. Someone else told me it was common at parties to hear their peers say they just want to sell out.
  • “There’s definitely a herd mentality,” Joshua Parker, a 21-year-old Harvard junior from Oahu, said. “If you’re not doing finance or tech, it can feel like you’re doing something wrong.”
  • As a freshman, he planned to major in environmental engineering. As a sophomore, he switched to economics, joining five of his six roommates. One of those roommates told me that he hoped to run a hedge fund by the time he was in his 30s. Before that, he wanted to earn a good salary, which he defined as $500,000 a year.
  • But in the last five years, faculty and administrators say, the pull of these industries has become supercharged. In an age of astronomical housing costs, high tuition and inequality, students and their parents increasingly see college as a means to a lucrative job, more than a place to explore.
  • These statistics approach the previous highs in 2007, after which the global financial crisis drove the share down to a recent low of 20 percent in 2009, from which it’s been regaining ground since
  • Fifteen years ago, fewer students went into tech. Adding in that sector, the share of graduates starting what some students non-disparagingly refer to as “sellout jobs” is more than half. (It was a record-shattering 60 percent in 2022 and nearly 54 percent in 2023.)
  • “When people say ‘selling out,’ I mean, obviously, there’s some implicit judgment there,” said Aden Barton, a 23-year-old Harvard senior who wrote an opinion column for the student newspaper headlined, “How Harvard Careerism Killed the Classroom.”
  • “But it really is just almost a descriptive term at this point for people pursuing certain career paths,” he continued. “I’m not trying to denigrate anybody’s career path nor my own.” (He interned at a hedge fund last summer.)
  • David Halek, director of employer relations at Yale’s Office of Career Strategy, thinks students may use the term “sell out” because of the perceived certainty: “It’s the easy path to follow. It is well defined,” he said.
  • “It’s hard to conceptualize other things,” said Andy Wang, a social studies concentrator at Harvard who recently graduated.
  • Some students talk about turning to a different career later on, after they’ve made enough money. “Nowadays, English concentrators often say they’re going into finance or management consulting for a couple of years before writing their novel,” said James Wood, a Harvard professor of the practice of literary criticism.
  • And a surprising number of students explain their desire for a corporate job by drawing on the ethos of effective altruism: Whether they are conscious of the movement or not, they believe they can have greater impact by maximizing earnings to donate to a cause than working for that cause.
  • Roger Woolsey, executive director of the career center at Union College, a private liberal arts college in Schenectady, N.Y, said he first noticed a change around 2015, with students who had been in high school during the Great Recession and who therefore prioritized financial security.
  • that might be why students and their parents were much more focused on professional outcomes than they used to be. “In the past few years,” she said, “I’ve seen a higher level of interest in this first-destination data” — stats on what jobs graduates are getting out of college.
  • “The students saw what their parents went through, and the parents saw what happened to themselves,” he said. “You couple that with college tuition continuing to rise,” he continued, and students started looking for monetary payoffs right after graduation.
  • “Twenty years ago, an ‘introduction to investment banking’ event was held at the undergraduate library at Harvard,” said Howard Gardner, a professor at the Harvard Graduate School of Education. “Forty students showed up, all men, and when asked to define ‘investment banking,’ none raised their hands.”
  • Now, according to Goldman Sachs, the bank had six times as many applicants this year for summer internships as it did 10 years ago, and was 20 percent more selective for this summer’s class than it was last year.
  • “Harvard is more diverse than ever before,” Mr. Contomanolis said, with nearly one in five students eligible for a low-income Pell Grant. Those students, he said, weigh whether to, for instance, “take a job back in my border town community in Texas and make a big impact in a kind of public service sense” or get a job with “a salary that would be life changing for my family.
  • according to The Harvard Crimson’s senior survey, as Mr. Barton noted in his opinion column, “The aggregate rate of ‘selling out’ is about the same — around 60 percent — for all income brackets.” The main distinction is that students from low-income families are comparatively more likely to go into technology than finance.
  • In other words, there is something additional at play, which Mr. Barton argues has to do with the nature of prestige. “If you tell me you’re working at Goldman Sachs or McKinsey, that’s amazing, their eyes are going to light up,” Mr. Barton said. “If you tell somebody, ‘Oh, I took this random nonprofit job,’ or even a journalism job, even if you’re going to a huge name, it’s going to be a little bit of a question mark.”
  • “Even if you don’t want to do it for the rest of your life, it’s seen kind of as the golden standard of a smart, hardworking person,”
  • Matine Khalighi, 22, founded a nonprofit to award scholarships to homeless youth when he was in eighth grade. When he began studying economics at Harvard, his nonprofit, EEqual, was granting 50 scholarships a year. But some of the corporations that funded EEqual were contributing to inequality that created homelessness, he said. Philanthropy wasn’t the solution for systemic change, he decided. Instead, he turned to finance, with the idea that the sector could marshal capital quickly for social impact.
  • Part of that has to do with recruitment; the most prestigious banks and consulting firms do so only at certain colleges, and they have intensified their presence on those campuses in recent years. Over the last five years or so, “the idea of thinking about your professional path has moved much earlier in the undergraduate experience,” Ms. Ciesil said. She said the banks first began talking to students earlier, and it was the entrance of Big Tech onto the scene, asking for junior summer applications by the end of sophomore year, that accelerated recruitment timelines.
  • The marker that really distinguishes Gen Z is how pessimistic its members are, and how much they feel like life is beyond their control, according to Jean Twenge, a psychologist who analyzed data from national surveys of high school students and first-year college students in her book “Generations.”
  • Money, of course, helps give people a sense of control. And because of income inequality, “there’s this idea that you either make it or you don’t, so you better make it,” Ms. Twenge said.
  • Mihir Desai, a professor at Harvard’s business and law schools, wrote a 2017 essay in The Crimson titled “The Trouble With Optionality,” arguing that students who habitually pursue the security of prestigious employment foreclose the risk-taking and longer-range thinking necessary for more unusual or idealistic achievements.
  • Mr. Desai believes that’s often because they are responding to the bigger picture, like threats to workers from artificial intelligence, and political and financial upheaval.
  • he’s observed two trends among students pursuing wealth. There’s “the option-buyer,” the student who takes a job in finance or consulting to buy more time or to keep options open. Then there’s what he calls “the lottery ticket buyer,” the students who go all-in on a risky venture, like a start-up or new technology, hoping to make a windfall.
  • In the last five years, Roosevelt Montás, a senior lecturer at Columbia University and the former director of its Center for the Core Curriculum, has noticed a new trend when he asks students in his American Political Thought classes to consider their future.
  • “Almost every discussion, someone will come in and say, ‘Well, I can go and make a lot of money and do more good with that money than I could by doing some kind of charitable or service profession,’” Mr. Montás said. “It’s there constantly — a way of justifying a career that is organized around making money.”
  • Mr. Desai said all of this logic goes, “‘Make the bag so you can do good in the world, make the bag so you can go into retirement, make the bag so you can then go do what you really want to do.’”
  • But this “really underestimates how important work is to people’s lives,” he said. “What it gets wrong is, you spend 15 years at the hedge fund, you’re going to be a different person. You don’t just go work and make a lot of money, you go work and you become a different person.”
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