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Javier E

He Turned 55. Then He Started the World's Most Important Company. - WSJ - 0 views

www.wsj.com/...hips-entrepreneurship-506fcbc4

entrepreneur chip company Taiwan

shared by Javier E on 10 Apr 24 - No Cached
  • You probably use a device with a chip made by TSMC every day, but TSMC does not actually design or market those chips. That would have sounded completely absurd before the existence of TSMC. Back then, companies designed chips that they manufactured themselves. Chang’s radical idea for a great semiconductor company was one that would exclusively manufacture chips that its customers designed. By not designing or selling its own chips, TSMC never competed with its own clients. In exchange, they wouldn’t have to bother running their own fabrication plants, or fabs, the expensive and dizzyingly sophisticated facilities where circuits are carved on silicon wafers.
  • The innovative business model behind his chip foundry would transform the industry and make TSMC indispensable to the global economy. Now it’s the company that Americans rely on the most but know the least about
  • I wanted to know more about his decision to start a new company when he could have stopped working altogether. What I discovered was that his age was one of his assets. Only someone with his experience and expertise could have possibly executed his plan for TSMC. 
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  • “I could not have done it sooner,” he says. “I don’t think anybody could have done it sooner. Because I was the first one.” 
  • By the late 1960s, he was managing TI’s integrated-circuit division. Before long, he was running the entire semiconductor group. 
  • He transferred to the Massachusetts Institute of Technology, where he studied mechanical engineering, earned his master’s degree and would have stayed for his Ph.D. if he hadn’t failed the qualifying exam. Instead, he got his first job in semiconductors and moved to Texas Instruments in 1958
  • he came along as the integrated circuit was being invented, and his timing couldn’t have been any better, as Chang belonged to the first generation of semiconductor geeks. He developed a reputation as a tenacious manager who could wring every possible improvement out of production lines, which put his career on the fast track.
  • Chang grew up dreaming of being a writer—a novelist, maybe a journalist—and he planned to major in English literature at Harvard University. But after his freshman year, he decided that what he actually wanted was a good job
  • “They talk about life-work balance,” he says. “That’s a term I didn’t even know when I was their age. Work-life balance. When I was their age, if there was no work, there was no life.” 
  • These days, TSMC is investing $40 billion to build plants in Arizona, but the project has been stymied by delays, setbacks and labor shortages, and Chang told me that some of TSMC’s young employees in the U.S. have attitudes toward work that he struggles to understand. 
  • Chang says he wouldn’t have taken the risk of moving to Taiwan if he weren’t financially secure. In fact, he didn’t take that same risk the first time he could have.
  • “The closer the industry match,” they wrote, “the greater the success rate.” 
  • By then, Chang knew that he wasn’t long for Texas Instruments. But his stock options hadn’t vested, so he turned down the invitation to Taiwan. “I was not financially secure yet,” he says. “I was never after great wealth. I was only after financial security.” For this corporate executive in the middle of the 1980s, financial security equated to $200,000 a year. “After tax, of course,” he says. 
  • Chang’s situation had changed by the time Li called again three years later. He’d exercised a few million dollars of stock options and bought tax-exempt municipal bonds that paid enough for him to be financially secure by his living standards. Once he’d achieved that goal, he was ready to pursue another one. 
  • “There was no certainty at all that Taiwan would give me the chance to build a great semiconductor company, but the possibility existed, and it was the only possibility for me,” Chang says. “That’s why I went to Taiwan.” 
  • Not long ago, a team of economists investigated whether older entrepreneurs are more successful than younger ones. By scrutinizing Census Bureau records and freshly available Internal Revenue Service data, they were able to identify 2.7 million founders in the U.S. who started companies between 2007 and 2014. Then they looked at their ages.
  • The average age of those entrepreneurs at the founding of their companies was 41.9. For the fastest-growing companies, that number was 45. The economists also determined that 50-year-old founders were almost twice as likely to achieve major success as 30-year-old founders, while the founders with the lowest chance of success were the ones in their early 20s
  • “Successful entrepreneurs are middle-aged, not young,” they wrote in their 2020 paper.  
  • Silicon Valley’s venture capitalists throw money at talented young entrepreneurs in the hopes they will start the next trillion-dollar company. They have plentiful energy, insatiable ambition and the vision to peek around corners and see the future. What they don’t typically have are mortgages, family obligations and other adult responsibilities to distract them or diminish their appetite for risk. Chang himself says that younger people are more innovative when it comes to science and technical subjects. 
  • But in business, older is better. Entrepreneurs in their 40s and 50s may not have the exuberance to believe they will change the world, but they have the experience to know how they actually can. Some need years of specialized training before they can start a company. In biotechnology, for example, founders are more likely to be college professors than college dropouts. Others require the lessons and connections they accumulate over the course of their careers. 
  • one more finding from their study of U.S. companies that helps explain the success of a chip maker in Taiwan. It was that prior employment in the area of their startups—both the general sector and specific industry—predicted “a vastly higher probability” of success.
  • Chang was such a workaholic that he made sales calls on his honeymoon and had no patience for those who didn’t share his drive
  • Morris Chang had 30 years of experience in his industry when he decided to uproot his life and move to another continent. He knew more about semiconductors than just about anyone on earth—and certainly more than anyone in Taiwan. As soon as he started his job at the Industrial Technology Research Institute, Chang was summoned to K.T. Li’s office and given a second job. “He felt I should start a semiconductor company in Taiwan,”
  • “I decided right away that this could not be the kind of great company that I wanted to build at either Texas Instruments or General Instrument,”
  • TI handled every part of chip production, but what worked in Texas would not translate to Taiwan. The only way that he could build a great company in his new home was to make a new sort of company altogether, one with a business model that would exploit the country’s strengths and mitigate its many weaknesses.
  • Chang determined that Taiwan had precisely one strength in the chip supply chain. The research firm that he was now running had been experimenting with semiconductors for the previous 10 years. When he studied that decade of data, Chang was pleasantly surprised by Taiwan’s yields, the percentage of working chips on silicon wafers. They were almost twice as high in Taiwan as they were in the U.S., he said. 
  • “People were ingrained in thinking the secret sauce of a successful semiconductor company was in the wafer fab,” Campbell told me. “The transition to the fabless semiconductor model was actually pretty obvious when you thought about it. But it was so against the prevailing wisdom that many people didn’t think about it.” 
  • Taiwan’s government took a 48% stake, with the rest of the funding coming from the Dutch electronics giant Philips and Taiwan’s private sector, but Chang was the driving force behind the company. The insight to build TSMC around such an unconventional business model was born from his experience, contacts and expertise. He understood his industry deeply enough to disrupt it. 
  • “TSMC was a business-model innovation,” Chang says. “For innovations of that kind, I think people of a more advanced age are perhaps even more capable than people of a younger age.”
  • the personal philosophy that he’d developed over the course of his long career. “To be a partner to our customers,” he says. That founding principle from 1987 is the bedrock of the foundry business to this day, as TSMC says the key to its success has always been enabling the success of its customers.  
  • TSMC manufactures chips in iPhones, iPads and Mac computers for Apple, which manufactures a quarter of TSMC’s net revenue. Nvidia is often called a chip maker, which is curious, because it doesn’t make chips. TSMC does. 
  • Churning out identical copies of a single chip for an iPhone requires one TSMC fab to produce more than a quintillion transistors—that is, one million trillions—every few months. In a year, the entire semiconductor industry produces “more transistors than the combined quantity of all goods produced by all other companies, in all other industries, in all human history,” Miller writes. 
  • I asked how he thought about success when he moved to Taiwan. “The highest degree of success in 1985, according to me, was to build a great company. A lower degree of success was at least to do something that I liked to do and I wanted to do,” he says. “I happened to achieve the highest degree of success that I had in mind.” 
Javier E

Bernanke review is not about blame but the Bank's outdated practices - 0 views

www.thetimes.co.uk/...s-outdated-practices-drlv8vvn0

central bank UK policy history economics

shared by Javier E on 13 Apr 24 - No Cached
  • Bernanke’s 80-page assessment, the result of more than seven months’ work, is the most comprehensive independent analysis of a big central bank’s performance since an inflationary crisis hit the world economy in early 2022. He offers a dozen recommendations for change at the Bank, the strongest of which is for the MPC to begin publishing “alternative scenarios” that show how its inflation forecasts stand up in extreme situations, for example in the face of an energy price shock.
  • The review lays bare how the Bank and its international peers all failed to model the impact of the huge energy price shock that followed Russia’s invasion of Ukraine in early 2022, the disruption in global trade during the pandemic after 2020 and how workers and companies would respond to significant price changes.
  • In choosing Bernanke, one of the most respected central bankers of his generation, to lead the review, the Bank has ensured that his findings will be difficult to ignore. The former Fed chairman carried out more than 60 face-to-face interviews with Bank staff and market participants and sat in on the MPC’s November 2023 forecasting round to assess where the Bank’s forecasts and communication were failing short, from the use of computer models to the role played by “human judgment”.
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  • In his review, Bernanke compared the MPC’s forecasting record with six other central banks — in the Nordic countries, New Zealand, the United States and the eurozone — and found the Bank was particularly bad at understanding dynamics in the jobs market and had consistently forecast far higher unemployment, which had not materialised. Its other errors, on forecasting future inflation and growth, put it largely in the “middle of the pack” with its peers.
Javier E

The future belongs to Right-wing progressives - UnHerd - 0 views

unherd.com/...ngs-to-right-wing-progressives

technopoly utopianism right-wing fascism progressive culture politics crisis UK US

shared by Javier E on 13 Apr 24 - No Cached
  • the only subset of Right-wing thought in the West today that doesn’t feel moribund is actively anti-conservative. The liveliest corner of the Anglophone Right is scornful of cultural conservatism and nostalgia, instead combining an optimistic view of technology with a qualified embrace of global migration and an uncompromising approach to public order.
  • in much the same way as the Western Left seized on Venezuela under Chávez as a totemic worked example of this vision, so too the radical Right today has its template for the future: El Salvador under Nayib Bukele
  • These moves have drastically reduced the murder rate in a previously notoriously dangerous country
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  • Since coming to power in 2019, Bukele has declared a still-to-be-rescinded state of exception, suspended the Salvadorean constitution, and locked up some 70,000 alleged gang members without due process.
  • Western critics, though, point to allegations that he has corrupted institutions by packing them with allies, not to mention, according to Amnesty International, “concealed and distorted public information, backed actions to undermine civic space, militarised public security, and used mass arrests and imprisonment as the sole strategies for counteracting violence in the country”.
  • yet, Bukele’s strongman tactics have made him wildly popular with Salvadoreans, who doubtless enjoy a reported 70% reduction in the country’s previously extremely high murder rate. They have also made Bukele a rock star for the online Right. This group, fond of complaining about spineless leaders, fraying Western law and order, and the bleeding-away of political agency into international institutions and NGOs, regards the spectacle of a strongman leader with good social media game as something like a fantasy made flesh.
  • Arguably, it’s as much his embrace of technology that accords Bukele the mantle of poster-boy for a futuristic Right. Whether in his extremely online presence, his (admittedly not completely successful) embrace of Bitcoin as legal tender, or the high-tech, recently rebuilt National Library, funded by Beijing and serving more as showcase for futuristic technologies than as reading-room
  • This trait also makes him a touchstone for the Right-wing movement that I predict will replace “conservatism” in the 21st century. This outlook owes more to the Italian Futurist Filippo Marinetti than conservatives of the G.K. Chesterton variety
  • is perhaps most visibly embodied in American technologists such as Elon Musk, Mark Andreessen or Peter Thiel. As a worldview, it is broadly pro-capitalist, enthusiastically pro-technology and unabashedly hierarchical, as well as sometimes also scornful of Christian-inflected concern for the weak.
  • We might call it, rudely, “space fascism”, though N.S. Lyons’s formulation “Right-wing progressivism” is probably more accurate. Among its adherents, high-tech authoritarianism is a feature, not a bug, and egalitarianism is for fools. Thinkers such as Curtis Yarvin propose an explicitly neo-monarchical model for governance; Thiel has declared that: “I no longer believe freedom and democracy are compatible.”
  • El Salvador is thus the most legible real-world instance of something like a Right-wing progressive programme in practice. And along with the tech enthusiasm and public-order toughness, the third distinctive feature of this programme can be gleaned: a desire not to end international migration, but to restrict it to elites.
  • For Right-wing progressives, polities are not necessarily premised on ethnic or cultural homogeneity — at least not for elites. Rather, this is a vision of statehood less based on affinity, history or even ethnicity, and more on a kind of opt-in, utility-maximisation model
  • As for those still wedded to the 20th-century idea that being Right-wing necessarily means ethnicity-based nationalism, they are likely to find this outlook bewildering.
  • Right-wing progressives generally accord greater political value to gifted, high-productivity foreigners than any slow-witted, unproductive coethnic: those within Right-wing progressive circles propose, and in some cases are already working on, opt-in startup cities and “network states” that would be, by definition, highly selective about membership.
  • As a worldview, it’s jarring to cultural conservatives, who generally value thick ties of shared history and affinity
  • Yet it’s still more heretical to egalitarian progressives, for whom making migration and belonging an elite privilege offends every premise of inclusion and social justice.
  • Right-wing progressives, by contrast, propose to learn from the immigration policies of polities such as Singapore and the Gulf states, and avert the political challenges posed by ethnic voting blocs by imposing tiered citizenship for low-skilled migrants, while courting the wealth and productivity of international elites
  • Bukele’s proposal suggests a pragmatic two-tier Right-wing progressive migration policy that courts rich, productive, geographically rootless international “Anywheres” of the kind long understood to have more affinity with one another than with less wealthy and more rooted “Somewheres” — but to do so while explicitly protecting cultural homogeneity on behalf of the less-mobile masses.
  • There are larger structural reasons for such pragmatism, not least that population growth is slowing or going into reverse across most of the planet.
  • At the same time, impelled by easier transportation, climate change, social-media promises of better lives elsewhere, and countless other reasons, people everywhere are on the move. As such, like a global game of musical chairs, a battle is now on for who ends up where, once the music stops — and on what terms.
  • How do you choose who is invited? And how do you keep unwanted demographics out? Within an egalitarian progressive framework, these are simply not questions that one may ask
  • Within the older, cultural conservative framework, meanwhile, all or most migration is viewed with suspicion.
  • The Right-wing progressive framework, by contrast, is upbeat about migration — provided it’s as discerning as possible, ideally granting rights only to elite incomers and filtering others aggressively by demographics, for example an assessment of the statistical likeliho
  • od of committing crime or making a net economic contribution.
  • In Britain, meanwhile, whatever happens to the Tories, I suspect we’ll see more of the Right-wing progressives. I find many of their policies unnerving, especially on the biotech side; but theirs is a political subculture with optimism and a story about the future, two traits that go a long way in politics.
Javier E

Led by Its Youth, U.S. Sinks in World Happiness Report - The New York Times - 0 views

www.nytimes.com/...ppiness-report-finland-us.html

youth happiness report world us decline culture history crisis

shared by Javier E on 22 Mar 24 - No Cached
  • Each year, it’s no surprise that Finland tops the annual World Happiness Report. And this year was no different, marking the country’s seventh consecutive year doing so
  • Americans — particularly those under 30 — have become drastically less happy in recent years
  • the latest data point in what some researchers have described as a crisis among America’s youth.
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  • For the first time since the first World Happiness Report was published in 2012, the United States fell out of the Top 20 and dropped to 23rd, pushed down by cratering attitudes of Americans under 30.
  • Americans have long been an unhappy bunch. They have never ranked in the Top 10 of the World Happiness Report, which is based on how respondents in different countries rate their own happiness.
  • cited the disruptions to life brought about by the coronavirus pandemic as a chief cause of mental health challenges among younger Americans.
  • The happiest young people are in Lithuania, while the unhappiest are in Afghanistan.
  • “I have never seen such an extreme change,” John Helliwell, an economist and a co-author of the report, said in an interview, referring to the drop in happiness among younger people. “This has all happened in the last 10 years, and it’s mainly in the English-language countries. There isn’t this drop in the world as a whole.”
  • Respondents were asked — among other prompts — to think of their life as a ladder and to rate it on a scale of one to 10, with 10 being the best possible life.
  • this was the first time that the consortium separated results by age, finding disparities in the views of younger and older Americans. Among the 143 countries surveyed, the United States ranked 10th for people 60 and older, but 62nd for people under 30.
  • Jade Song, a 27-year-old novelist, counted herself among those who had become increasingly unhappy in recent years.
  • “Many of the things that would have normally taken place for people, particularly high school young adults, did not take place,” he added. “And that is still occurring.”
  • “It’s mostly because as an adult you suddenly become aware of all the world news and you pay attention more to what you can control, and you realize that there is so little you can control,” Ms. Song, who was not part of the study, said in an interview. “Even if you’re going to protests or paying your rent and bills all on time, it’s so difficult, especially now, to break free from how you’re living your life when you realize how little impact your actions actually have on a broader level.”
  • There is a silver lining, though
  • In 2022, a Harvard University study showed that well-being among young adults in the United States had declined in the previous 20 years. Young people — those between the ages of 18 and 25 — reported the lowest levels of happiness compared with other age groups, as well as the poorest mental and physical health, sense of purpose, character, virtue, close social relationships and financial stability
  • Similar findings have emerged in Britain and Canada.
  • “One factor, which we’re all thinking about, is social media,” said Dr. Robert Waldinger, the director of the Harvard Study of Adult Development
  • “Because there’s been some research that shows that depending on how we use social media, it lowers well-being, it increases rates of depression and anxiety, particularly among young girls and women, teenage girls.”
  • In addition, Dr. Waldinger said, the negative feedback loop from news consumption has become a contributing factor.
  • “There’s also a lot of anxiety about the state of the world,” he said. “About climate change. About all of the polarization that we’re seeing.”
  • in some other countries, such as Croatia, Switzerland and Austria, the World Happiness Report shows that young people are becoming happier.
  • “Part of the problem is that we have this huge expectation of happiness in America,” said Eric Weiner, the author of “The Geography of Bliss,” and so we suffer partly from the unhappiness of not being happy and the expectation that we should be happy. And not every country in the world has that.”
  • “There’s an assumption that if you’re American, you’re wealthy and you’re high tech and you’re successful; you should be happy,” he said. “There’s a lot of data that shows that the greater your expectations, the less you’re happy.”
  • The expectations for young people like Ms. Song, the novelist, said have shifted.
  • “We have less to look forward to,” she said. “Because in the future, there’s going to be climate change that will affect the way we live. I think there’s less of a clear-cut trajectory for our life paths, because for so long, it was so easy just to know that you could go get married and have your 2.5 kids, and then pay for your house. But now that path is a lot more closed.”
  • “The literature is clear in practice — the effect that this had on socialization, pro-social behavior, if you will, and the ability for people to feel connected and have a community,”
  • “A, this angst is very local and, B, it’s very recent, which means, C, it’s not fundamental and going to last forever,” he said. “If it has been created that quickly, it could be removed that quickly.”
Javier E

Opinion | America's Irrational Macreconomic Freak Out - The New York Times - 0 views

www.nytimes.com/...ntiment-inflation-anxiety.html

bias perception economic cognitive bias psychology brain science

shared by Javier E on 02 Apr 24 - No Cached
  • The same inflationary forces that pushed these prices higher have also pushed wages to be 22 percent higher than on the eve of the pandemic. Official statistics show that the stuff that a typical American buys now costs 20 percent more over the same period. Some prices rose a little more, some a little less, but they all roughly rose in parallel.
  • It follows that the typical worker can now afford two percent more stuff. That doesn’t sound like a lot, but it’s a faster rate of improvement than the average rate of real wage growth over the past few decades.
  • many folks feel that they’re falling behind, even when a careful analysis of the numbers suggests they’re not.
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  • That’s because real people — and yes, even professional economists — tend to process the parallel rise of prices and wages in quite different ways.
  • In brief, researchers have found that we tend to internalize the gains due to inflation and externalize the losses. These different processes yield different emotional responses.
  • Let’s start with higher prices. Sticker shock hurts. Even as someone who closely studies the inflation statistics, I’m still often surprised by higher prices. They feel unfair. They undermine my spending power, and my sense of control and order.
  • younger folks — anyone under 60 — had never experienced sustained inflation rates greater than 5 percent in their adult lives. And I think this explains why they’re so angry about today’s inflation.
  • Even though wages tend to rise hand-in-hand with prices, we tell ourselves a different story, in which the wage rises we get have nothing to do with price rises that cause them.
  • But then my economist brain took over, and slowly it sunk in that my raise wasn’t a reward for hard work, but rather a cost-of-living adjustment
  • in reality, higher prices are only the first act of the inflationary play. It’s a play that economists have seen before. In episode after episode, surges in prices have led to — or been preceded by — a proportional surge in wages.
  • The reason so many Americans feel that inflation is stealing their purchasing power is that they give themselves unearned credit for the offsetting wage rises that actually restore it.
  • Internalizing the gain and externalizing the cost of inflation protects you from this deflating realization. But it also distorts your sense of reality.
  • While older Americans understood that the pain of inflation is transitory, younger folks aren’t so sure. Inflation is a lot scarier when you fear that today’s price rises will permanently undermine your ability to make ends meet.
  • Perhaps this explains why the recent moderate burst of inflation has created seemingly more anxiety than previous inflationary episodes.
  • More generally, being an economist makes me an optimist. Social media is awash with (false) claims that we’re in a “silent depression,” and those who want to make American great again are certain it was once so much better.
  • in reality, our economy this year is larger, more productive and will yield higher average incomes than in any prior year on record in American history
  • And because the United States is the world’s richest major economy, we can now say that we are almost certainly part of the richest large society in its richest year in the history of humanity.
  • The income of the average American will double approximately every 39 years. And so when my kids are my age, average income will be roughly double what it is today. Far from being fearful for my kids, I’m envious of the extraordinary riches their generation will enjoy.
  • Psychologists describe anxiety disorders as occurring when the panic you feel is out of proportion to the danger you face. By this definition, we’re in the midst of a macroeconomic anxiety attack.
Javier E

'Social Order Could Collapse' in AI Era, Two Top Japan Companies Say - WSJ - 0 views

www.wsj.com/...p-japan-companies-say-1a71cc1d

AI Japan risks caution

shared by Javier E on 09 Apr 24 - No Cached
  • Japan’s largest telecommunications company and the country’s biggest newspaper called for speedy legislation to restrain generative artificial intelligence, saying democracy and social order could collapse if AI is left unchecked.
  • the manifesto points to rising concern among American allies about the AI programs U.S.-based companies have been at the forefront of developing.
  • The Japanese companies’ manifesto, while pointing to the potential benefits of generative AI in improving productivity, took a generally skeptical view of the technology
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  • Without giving specifics, it said AI tools have already begun to damage human dignity because the tools are sometimes designed to seize users’ attention without regard to morals or accuracy.
  • Unless AI is restrained, “in the worst-case scenario, democracy and social order could collapse, resulting in wars,” the manifesto said.
  • It said Japan should take measures immediately in response, including laws to protect elections and national security from abuse of generative AI.
  • The Biden administration is also stepping up oversight, invoking emergency federal powers last October to compel major AI companies to notify the government when developing systems that pose a serious risk to national security. The U.S., U.K. and Japan have each set up government-led AI safety institutes to help develop AI guidelines.
  • NTT and Yomiuri said their manifesto was motivated by concern over public discourse. The two companies are among Japan’s most influential in policy. The government still owns about one-third of NTT, formerly the state-controlled phone monopoly.
  • Yomiuri Shimbun, which has a morning circulation of about six million copies according to industry figures, is Japan’s most widely-read newspaper. Under the late Prime Minister Shinzo Abe and his successors, the newspaper’s conservative editorial line has been influential in pushing the ruling Liberal Democratic Party to expand military spending and deepen the nation’s alliance with the U.S.
  • The Yomiuri’s news pages and editorials frequently highlight concerns about artificial intelligence. An editorial in December, noting the rush of new AI products coming from U.S. tech companies, said “AI models could teach people how to make weapons or spread discriminatory ideas.” It cited risks from sophisticated fake videos purporting to show politicians speaking.
  • NTT is active in AI research, and its units offer generative AI products to business customers. In March, it started offering these customers a large-language model it calls “tsuzumi” which is akin to OpenAI’s ChatGPT but is designed to use less computing power and work better in Japanese-language contexts.
Javier E

Even Rats Are Taking Selfies Now (and Enjoying It) - The New York Times - 0 views

www.nytimes.com/...photography-rats-selfies.html

rats photos selfie

shared by Javier E on 24 Jan 24 - No Cached
  • Mr. Lignier built his own version of a Skinner box — a tall, transparent tower with an attached camera — and released two pet-store rats inside. Whenever the rats pressed the button inside the box, they got a small dose of sugar and the camera snapped their photo. The resulting images were immediately displayed on a screen, where the rats could see them. (“But honestly I don’t think they understood it,” Mr. Lignier said.)
  • The rodents quickly became enthusiastic button pushers. “They are very clever,”
  • after this training phase, the rewards became more unpredictable. Although the rats were still photographed every time they hit the button, the sweet treats came only once in a while, by design. These kinds of intermittent rewards can be especially powerful, scientists have found, keeping animals glued to their experimental slot machines as they await their next jackpot.
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  • Indeed, in the face of these unpredictable rewards, Augustin and Arthur — the rats — persisted. Sometimes, they ignored the sugar even when it did arrive, Mr. Lignier said, and just kept pressing the button anyway.
  • To Mr. Lignier, the parallel is obvious. “Digital and social media companies use the same concept to keep the attention of the viewer as long as possible,”
  • Indeed, social media has been described as “a Skinner Box for the modern human,” doling out periodic, unpredictable rewards — a like, a follow, a promising romantic match — that keep us glued to our phones.
  • Maybe we would rather sit around and push whatever levers are in front of us — even those that might make us feel bad — than sit with ourselves in quiet contemplation.
Javier E

Opinion | A.I. Is Endangering Our History - The New York Times - 0 views

www.nytimes.com/...istory-deepfake-watermark.html

history AI threat watermark

shared by Javier E on 28 Jan 24 - No Cached
  • Fortunately, there are numerous reasons for optimism about society’s ability to identify fake media and maintain a shared understanding of current events
  • While we have reason to believe the future may be safe, we worry that the past is not.
  • History can be a powerful tool for manipulation and malfeasance. The same generative A.I. that can fake current events can also fake past ones
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  • there is a world of content out there that has not been watermarked, which is done by adding imperceptible information to a digital file so that its provenance can be traced. Once watermarking at creation becomes widespread, and people adapt to distrust content that is not watermarked, then everything produced before that point in time can be much more easily called into question.
  • countering them is much harder when the cost of creating near-perfect fakes has been radically reduced.
  • There are many examples of how economic and political powers manipulated the historical record to their own ends. Stalin purged disloyal comrades from history by executing them — and then altering photographic records to make it appear as if they never existed
  • Slovenia, upon becoming an independent country in 1992, “erased” over 18,000 people from the registry of residents — mainly members of the Roma minority and other ethnic non-Slovenes. In many cases, the government destroyed their physical records, leading to their loss of homes, pensions, and access to other services, according to a 2003 report by the Council of Europe Commissioner for Human Rights.
  • The infamous Protocols of the Elders of Zion, first published in a Russian newspaper in 1903, purported to be meeting minutes from a Jewish conspiracy to control the world. First discredited in August 1921, as a forgery plagiarized from multiple unrelated sources, the Protocols featured prominently in Nazi propaganda, and have long been used to justify antisemitic violence, including a citation in Article 32 of Hamas’s 1988 founding Covenant.
  • In 1924, the Zinoviev Letter, said to be a secret communiqué from the head of the Communist International in Moscow to the Communist Party of Great Britain to mobilize support for normalizing relations with the Soviet Union, was published by The Daily Mail four days before a general election. The resulting scandal may have cost Labour the election.
  • As it becomes easier to generate historical disinformation, and as the sheer volume of digital fakes explodes, the opportunity will become available to reshape history, or at least to call our current understanding of it into question.
  • Decades later Operation Infektion — a Soviet disinformation campaign — used forged documents to spread the idea that the United States had invented H.I.V., the virus that causes AIDS, as a biological weapon.
  • Fortunately, a path forward has been laid by the same companies that created the risk.
  • In indexing a large share of the world’s digital media to train their models, the A.I. companies have effectively created systems and databases that will soon contain all of humankind’s digitally recorded content, or at least a meaningful approximation of it.
  • They could start work today to record watermarked versions of these primary documents, which include newspaper archives and a wide range of other sources, so that subsequent forgeries are instantly detectable.
  • many of the intellectual property concerns around providing a searchable online archive do not apply to creating watermarked and time-stamped versions of documents, because those versions need not be made publicly available to serve their purpose. One can compare a claimed document to the recorded archive by using a mathematical transformation of the document known as a “hash,” the same technique the Global Internet Forum to Counter Terrorism, uses to help companies screen for known terrorist content.
  • creating verified records of historical documents can be valuable for the large A.I. companies. New research suggests that when A.I. models are trained on A.I.-generated data, their performance quickly degrades. Thus separating what is actually part of the historical record from newly created “facts” may be critical.
  • Preserving the past will also mean preserving the training data, the associated tools that operate on it and even the environment that the tools were run in.
  • Such a vellum will be a powerful tool. It can help companies to build better models, by enabling them to analyze what data to include to get the best content, and help regulators to audit bias and harmful content in the models
Javier E

Jake Sullivan's Revolution - POLITICO - 0 views

www.politico.com/...n-globalization-biden-00141697

politics crisis history US economics policy biden strategy

shared by Javier E on 21 Feb 24 - No Cached
  • Sullivan first had to dismantle establishment orthodoxies within himself — the same orthodoxies he now sought to undo at Brookings: That globalization and free trade were an unalloyed good, growing economies and improving people’s lives in the process. What was good for the stock market, in effect, was great for everybody. Given enough time, swelling wallets would produce a steady middle class, one that demands its political and human rights from its government. Even the most repressive regimes, the thinking went, would eventually crumble under the weight of inflowing capital. Consistent pressure via greenbacks did the most good for the most people.
  • “Those were the heady days when the mainstream foreign policy consensus was that globalization was a force for good,” Sullivan recalled in a 2017 interview. There was, of course, reason to think this. Capitalism helped keep the Soviet Union at bay, China still wasn’t a major power and building the economies of enemies turned them into friends. Globalization, per its champions, had the benefit of making many people rich while making the world safer in general and U.S. foreign policy less costly.
  • “After the Second World War, the United States led a fragmented world to build a new international economic order. It lifted hundreds of millions of people out of poverty. It sustained thrilling technological revolutions. And it helped the United States and many other nations around the world achieve new levels of prosperity. But the last few decades revealed cracks in those foundations,”
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  • In other words, the Marshall Plan and the tech boom during the 1990s were products of their time and place. They wouldn’t necessarily have the desired effects in a modern context.
  • “A shifting global economy left many working Americans and their communities behind. A financial crisis shook the middle class. A pandemic exposed the fragility of our supply chains. A changing climate threatened lives and livelihoods. Russia’s invasion of Ukraine underscored the risks of overdependence.”
  • What was the solution? Instead of rampant globalization, Sullivan’s pitch was that a reenergized American economy made the country stronger. It was time to remake the Rust Belt into a Cobalt Corridor, to establish industries that led not only to blue-collar work but to azure-collared careers. If that was done right, a strengthened America could act more capably around the globe.
  • “This moment demands that we forge a new consensus. That’s why the United States, under President Biden, is pursuing a modern industrial and innovation strategy — both at home and with partners around the world,
  • Implicitly, Sullivan said the main assumptions undergirding America’s foreign and economic policy had been wrong for decades. China, and the Washington belief that liberalized markets would eventually lead to democracy within the halls of power in Beijing, was the most glaring example.
  • “By the time President Biden came into office, we had to contend with the reality that a large non-market economy had been integrated into the international economic order in a way that posed considerable challenges,” he said, citing China’s large-scale subsidization of multiple sectors that crushed America’s competitiveness across industries. Making matters worse, Sullivan continued, “economic integration didn’t stop China from expanding its military ambitions.” It also didn’t stop countries like Russia from invading their neighbors.
  • Standing in front of the esteemed audience, Sullivan was telling them he didn’t want to be caught flat-footed as the global economy reshaped around them. The U.S. government would be proactive, prepared and proud in search of an industrial strategy to undergird American power. Without saying the words, he was offering a plan to make America great again.
  • A self-proclaimed “A-Team” came together to move beyond the Trump era, but in some ways they embraced elements of it. Not the nativist demagoguery, but the need to return to fundamentals: a healthy middle class powered by a humming industrial base, a humility about what the U.S. military alone can accomplish, a solid cadre of allies, attention to the most existential threats and a refresh of the tenets that sustain American democracy.
  • “This strategy will take resolve — it will take a dedicated commitment to overcoming the barriers that have kept this country and our partners from building rapidly, efficiently, and fairly as we were able to do in the past,”
Javier E

Opinion | Why Can't College Grads Find Jobs? Here Are Some Theories - and Fixes. - The ... - 0 views

www.nytimes.com/...aduates-jobs-unemployment.html

inflation thinking assumptions fallacy history economics culture politics US policy

shared by Javier E on 01 Jun 24 - No Cached
  • simply tossing your résumé and cover letter into a company’s job portal has a low probability of success, especially now. It’s so easy to submit applications that companies are being bombarded with thousands of them. Human beings can’t possibly review all of them, so they’re reviewed by computers, which simply search for keywords. They don’t understand in any deep way either the applicant’s qualities or the employer’s needs.
  • “The better writer you are, the greater your chance of getting rejected, because you won’t use keywords” the way the evaluation algorithm wants,
  • Personal contact is crucial, he said. Rather than spraying applications far and wide, he recommends focusing on a handful of companies, researching them in depth and contacting a wide range of people connected with them, even their suppliers and customers.
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  • Du Bois’s quote, “Either the United States will destroy ignorance or ignorance will destroy the United States,” serves as a poignant reminder of the importance of education, understanding and open discourse in addressing societal challenges.
Javier E

The Purpose of Journalism Is to Get the Story - WSJ - 0 views

www.wsj.com/...-media-bias-diversity-b0b736fe

journalism purpose storytelling DEI news bias

shared by Javier E on 21 Jun 24 - No Cached
  • It is a dark night on a vast plain. There are wild sounds—the hiss of prehistoric cicadas, the scream of a hyena. A tribe of cavemen sit grunting around a fire. An antelope turns on a spit. Suddenly another caveman runs in, breathlessly, from the bush. “Something happened,” he says. They all turn. “The tribe two hills over was killed by a pack of dire wolves. Everyone torn to pieces.”
  • Clamor, questions. How do you know? Did you see it? (He did, from a tree.) Are you sure they were wolves? “Yes, with huge heads and muscled torsos.” What did it look like? “Bloody.”
  • As he reports he is given water and a favored slice of meat. Because he has run far and is hungry, but mostly because he has told them the news, and they are grateful.
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  • The purpose of journalism is to get the story and tell the story.
  • Now the cavemen turn to the tribal elder. “What should we do?” “Short term, climb a tree if you see a wolf,” she says. “They don’t like fire and noise, so we should keep lit torches and scream. In the longer term, wolf packs are seen in the west, so we should go east to high ground.” That is the authentic sound of commentary, of editorials and columns. Advice, exhortation—they’re part of the news too. People will always want it, question it, disagree.
  • It is as if journalism is no longer about Get the Story but about Meeting People Where They Are and helping them navigate through a confusing world. But do you really think current editors know where people are? Do you think they know how to navigate? It all feels presumptuous.
  • The great news for journalism is there will always be a huge market for this. The need for news is built into human nature. Tech platforms change, portals change, but the need is forever.
  • The past two decades, accelerating over the past four years, newsrooms have increasingly become distracted from their main mission, confused about their purpose. Really, they’ve grown detached from their mission
  • the journalistic product now being offered has become something vaguer than it was, more boring, less swashbuckling, more labored, as if it’s written by frightened people. There’s an emphasis on giving the story “context,” but the story doesn’t feel alive and the context seems skewed
  • But even cavemen who eat bugs and wear hides are not always grim. Man wants not only to be informed but to be amused, entertained. He wants humor, wit, mischief, a visual tour of the latest cave paintings. Cave man want cooking app. And word games and reporting on the richest tribes: “Most Expensive Cave Dwelling Sells in Malibu.”
  • More disturbing, major stories go unreported because, the reader senses, they don’t relate to the personal obsessions of the editors and reporters, or to their political priors.
  • Facebook and social media can’t get the story. They can amplify it, give an opinion, comment. But they don’t have the resources and expertise; they don’t have trained investigative journalists and first-class experienced editors and a publisher willing to take a chance and spend the money. Social media has opinions, emotions, propaganda.
  • And the great thing for newspapers is if you get the story—if you are known to get the story, like the Washington Post in the Watergate years—you will be read.
  • In early 2023, Len Downie and Andrew Heyward, formerly executive editor of the Washington Post and president of CBS News, respectively, wrote a paper about how modern journalists see standards within their professions, and it seemed to me not only confused but a kind of capitulation. There had been a “generational shift” in journalism, and the many editors and reporters they interviewed think objectivity is more or less “outmoded,” a false standard created by the white male patriarchy.
  • What was really striking was there was no mention, not one, of the thrill of the chase, of getting the story—of journalism itself. It was all about the guck and mess, not the mission, and made them look like news bureaucrats, joyless grinds, self-infatuated bores.
  • They were obsessed with who’s in the newsroom when their readers are obsessed with what comes out of the newsroom.
  • current ways of encouraging diversity seem to yield a great sameness in terms of class and viewpoint, and in any case diversity is a mission within a mission, it isn’t the mission itself, which is: Get the story, tell the story.
Javier E

Group of Austrians Picks 77 Charities to Receive Heiress's Fortune - The New York Times - 0 views

www.nytimes.com/...engelhorn-heiress-fortune.html

charities heiress inheritance tax Austria

shared by Javier E on 20 Jun 24 - No Cached
  • Without any laws in place that would tax Ms. Engelhorn’s inherited fortune, she decided to redistribute it herself, and she turned to the public to decide how her money should be spent. She is part of the group Millionaires for Humanity, which advocates wealth taxes, and she co-founded a group called Tax Me Now.
  • Before the project was announced in January, Ms. Engelhorn had publicly committed to giving away at least 90 percent of her inheritance. She is part of a small movement of superrich individuals who want to not only redistribute their money, but also to challenge the structures that allowed them to inherit their riches.
  • Ms. Engelhorn said she would continue to fight for a more equal and fair distribution of wealth in her country. She said she hoped that she would make other people talk about the issue, too.
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  • “Please talk about money, everyone,” she said. “The more people are active in it, the better the results will be.”
Javier E

The AI Revolution Is Already Losing Steam - WSJ - 0 views

www.wsj.com/...-already-losing-steam-a93478b1

ai revolution analysis evaluation 2024 economics

shared by Javier E on 04 Jun 24 - No Cached
  • Most of the measurable and qualitative improvements in today’s large language model AIs like OpenAI’s ChatGPT and Google’s Gemini—including their talents for writing and analysis—come down to shoving ever more data into them. 
  • AI could become a commodity
  • To train next generation AIs, engineers are turning to “synthetic data,” which is data generated by other AIs. That approach didn’t work to create better self-driving technology for vehicles, and there is plenty of evidence it will be no better for large language models,
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  • AIs like ChatGPT rapidly got better in their early days, but what we’ve seen in the past 14-and-a-half months are only incremental gains, says Marcus. “The truth is, the core capabilities of these systems have either reached a plateau, or at least have slowed down in their improvement,” he adds.
  • the gaps between the performance of various AI models are closing. All of the best proprietary AI models are converging on about the same scores on tests of their abilities, and even free, open-source models, like those from Meta and Mistral, are catching up.
  • models work by digesting huge volumes of text, and it’s undeniable that up to now, simply adding more has led to better capabilities. But a major barrier to continuing down this path is that companies have already trained their AIs on more or less the entire internet, and are running out of additional data to hoover up. There aren’t 10 more internets’ worth of human-generated content for today’s AIs to inhale.
  • A mature technology is one where everyone knows how to build it. Absent profound breakthroughs—which become exceedingly rare—no one has an edge in performance
  • companies look for efficiencies, and whoever is winning shifts from who is in the lead to who can cut costs to the bone. The last major technology this happened with was electric vehicles, and now it appears to be happening to AI.
  • the future for AI startups—like OpenAI and Anthropic—could be dim.
  • Microsoft and Google will be able to entice enough users to make their AI investments worthwhile, doing so will require spending vast amounts of money over a long period of time, leaving even the best-funded AI startups—with their comparatively paltry warchests—unable to compete.
  • Many other AI startups, even well-funded ones, are apparently in talks to sell themselves.
  • the bottom line is that for a popular service that relies on generative AI, the costs of running it far exceed the already eye-watering cost of training it.
  • That difference is alarming, but what really matters to the long-term health of the industry is how much it costs to run AIs. 
  • Changing people’s mindsets and habits will be among the biggest barriers to swift adoption of AI. That is a remarkably consistent pattern across the rollout of all new technologies.
  • the industry spent $50 billion on chips from Nvidia to train AI in 2023, but brought in only $3 billion in revenue.
  • For an almost entirely ad-supported company like Google, which is now offering AI-generated summaries across billions of search results, analysts believe delivering AI answers on those searches will eat into the company’s margins
  • Google, Microsoft and others said their revenue from cloud services went up, which they attributed in part to those services powering other company’s AIs. But sustaining that revenue depends on other companies and startups getting enough value out of AI to justify continuing to fork over billions of dollars to train and run those systems
  • three in four white-collar workers now use AI at work. Another survey, from corporate expense-management and tracking company Ramp, shows about a third of companies pay for at least one AI tool, up from 21% a year ago.
  • OpenAI doesn’t disclose its annual revenue, but the Financial Times reported in December that it was at least $2 billion, and that the company thought it could double that amount by 2025. 
  • That is still a far cry from the revenue needed to justify OpenAI’s now nearly $90 billion valuation
  • the company excels at generating interest and attention, but it’s unclear how many of those users will stick around. 
  • AI isn’t nearly the productivity booster it has been touted as
  • While these systems can help some people do their jobs, they can’t actually replace them. This means they are unlikely to help companies save on payroll. He compares it to the way that self-driving trucks have been slow to arrive, in part because it turns out that driving a truck is just one part of a truck driver’s job.
  • Add in the myriad challenges of using AI at work. For example, AIs still make up fake information,
  • getting the most out of open-ended chatbots isn’t intuitive, and workers will need significant training and time to adjust.
  • That’s because AI has to think anew every single time something is asked of it, and the resources that AI uses when it generates an answer are far larger than what it takes to, say, return a conventional search result
  • None of this is to say that today’s AI won’t, in the long run, transform all sorts of jobs and industries. The problem is that the current level of investment—in startups and by big companies—seems to be predicated on the idea that AI is going to get so much better, so fast, and be adopted so quickly that its impact on our lives and the economy is hard to comprehend. 
  • Mounting evidence suggests that won’t be the case.
Javier E

This Is Why You're Exhausted by Politics - 0 views

www.thebulwark.com/...hy-youre-exhausted-by-politics

maga revolution exhaustion history crisis culture politics US trump

shared by Javier E on 19 Jun 24 - No Cached
  • You and I, sitting on the side that would like to preserve liberal democracy, are exhausted. The people lined up across the way, the ones who want to transition to illiberalism? They are energized.
  • Damon is right that we are on the cusp of something new. But where he sees it as the dawning of a new epoch, I believe we are on the cusp of a revolution.2
  • views on policy are merely the ornaments on a wholesale reimagining of government as a tool for minority rule and a rejection of the rule of law.3
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  • Those are revolutionary aspirations in that they reject not a policy consensus, but social and governing compacts that date to the Founding. (Or at least the end of the Civil War.)
  • Most revolutions are borne of dissatisfaction.
  • The Trumpian revolution, on the other hand, seems to be the product of decadent boredom commingled with casual nihilism.
  • Circumstances for our revolutionaries have never been better. They are so flush that they parade on their boats. And fly upside-down flags outside of their million-dollar suburban homes. And put stickers depicting a hogtied president on their $75,000 pickup trucks. All while posting angry memes to Facebook on their $1,000 iPhones.
  • Unlike normal revolutionaries, the Trumpist revolutionaries risk nothing. If their gambit succeeds, then they overturn the Constitutional order. And if it fails? They go back to their boats, and trucks, and good-paying jobs, and iPhones.
  • What’s more, this revolution has discovered that it gets as many bites at the apple as it likes. All defeats and setback are temporary. The movement lives to fight again. They can lose a dozen times—they only have to win once more.
  • Trumpist revolutionaries get to tell themselves that they are part of a historic, final battle—but also that if they lose, they get to keep their normal, pampered lives. And four years from now they can try again.
  • In sum: While the revolutionaries get to have their glamorous Götterdämmerung, over and over, the forces of the status quo have to defend against wave after wave of challenges. And it doesn’t matter how many authoritarian attempts are beaten back. There’s always another one looming.That is why you’re exhausted.
  • let’s be honest about human nature: Breaking things is fun. Especially when you don’t experience any consequences. But running around putting out fires, and cleaning up broken glass, and asking people to stop breaking things? That is not fun. It is enervating.
  • So while the revolutionary feels like a hero, you feel like a scold.
  • To paraphrase Mr. Cobb, once an idea has taken hold in society, it’s almost impossible to eradicate.
  • the Trumpist revolution’s weakness is that it has no ideas. It has goals, but these are motivated by nothing more than will-to-power. There is no logic—not even a faulty logic—behind them.7
  • How do we fight the exhaustion?First, we try to have some fun while we are scolding the twits and defending the imperfect status quo.Second, we remain fearless about the fight and clear eyed about reality.
  • Third, we organize and build communities to rally normal people to the cause of democracy.
Javier E

Opinion | MAGA Turns Against the Constitution - The New York Times - 0 views

www.nytimes.com/...maga-constitution-trump.html

constitution power liberty nationalism authoritarian right-wing tyranny class culture politics US history crisis GOP

shared by Javier E on 15 Jun 24 - No Cached
  • the problem of public ignorance and fake crises transcends politics. Profound pessimism about the state of the nation is empowering the radical, revolutionary politics that fuels extremists on the right and left.
  • now, for parts of MAGA, the Constitution itself is part of the crisis. If it doesn’t permit Trump to take control, then it must be swept aside.
  • Elements of this argument are now bubbling up across the reactionary, populist right
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  • Still others believe that the advent of civil rights laws created, in essence, a second Constitution entirely, one that privileges group identity over individual liberty.
  • Protestant Christian nationalists tend to have a higher regard for the American founding, but they believe it’s been corrupted. They claim that the 1787 Constitution is essentially dead, replaced by progressive power politics that have destroyed constitutional government.
  • Catholic post-liberals believe that liberal democracy itself is problematic. According to their critique, the Constitution’s emphasis on individual liberty “atomizes” American life and degrades the traditional institutions of church and family that sustain human flourishing.
  • The original Constitution and Bill of Rights, while a tremendous advance from the Articles of Confederation, suffered from a singular, near-fatal flaw. They protected Americans from federal tyranny, but they also left states free to oppress American citizens in the most horrific ways
  • if your ultimate aim is the destruction of your political enemies, then the Constitution does indeed stand in your way.
  • Right-wing constitutional critics do get one thing right: The 1787 Constitution is mostly gone, and America’s constitutional structure is substantially different from the way it was at the founding. But that’s a good thing
  • its guardrails against tyranny remain vital and relevant today.
  • Individual states ratified their own constitutions that often purported to protect individual liberty, at least for some citizens, but states were also often violently repressive and fundamentally authoritarian.
  • The criminal justice system could be its own special form of hell. Indigent criminal defendants lacked lawyers, prison conditions were often brutal at a level that would shock the modern conscience, and local law enforcement officers had no real constitutional constraints on their ability to search American citizens and seize their property.
  • Through much of American history, various American states protected slavery, enforced Jim Crow, suppressed voting rights, blocked free speech, and established state churches.
  • As a result, if you were traditionally part of the local ruling class — a white Protestant in the South, like me — you experienced much of American history as a kind of golden era of power and control.
  • The Civil War Amendments changed everything. The combination of the 13th, 14th, and 15th Amendments ended slavery once and for all, extended the reach of the Bill of Rights to protect against government actions at every level, and expanded voting rights.
  • But all of this took time. The end of Reconstruction and the South’s “massive resistance” to desegregation delayed the quest for justice.
  • decades of litigation, activism and political reform have yielded a reality in which contemporary Americans enjoy greater protection for the most fundamental civil liberties than any generation that came before.
  • And those who believe that the civil rights movement impaired individual liberty have to reckon with the truth that Americans enjoy greater freedom from both discrimination and censorship than they did before the movement began.
  • So why are parts of the right so discontent? The answer lies in the difference between power and liberty
  • One of the most important stories of the last century — from the moment the Supreme Court applied the First Amendment to state power in 1925, until the present day — is the way in which white Protestants lost power but gained liberty. Many millions are unhappy with the exchange.
  • Consider the state of the law a century ago. Until the expansion of the Bill of Rights (called “incorporation”) to apply to the states, if you controlled your state and wanted to destroy your enemies, you could oppress them to a remarkable degree. You could deprive them of free speech, you could deprive them of due process, you could force them to pray and read state-approved versions of the Bible.
  • The argument that the Constitution is failing is just as mistaken as the argument that the economy is failing, but it’s politically and culturally more dangerous
  • Powerful people often experience their power as a kind of freedom. A king can feel perfectly free to do what he wants, for example, but that’s not the same thing as liberty.
  • Looked at properly, liberty is the doctrine that defies power. It’s liberty that enables us to exercise our rights.
  • Think of the difference between power and liberty like this — power gives the powerful freedom of action. Liberty, by contrast, protects your freedom of action from the powerful.
  • At their core, right-wing attacks on the modern Constitution are an attack on liberty for the sake of power.
  • An entire class of Americans looks back at decades past and has no memory (or pretends to have no memory) of marginalization and oppression. They could do what they wanted, when they wanted and to whom they wanted.
  • Now they don’t have that same control
  • Muslims, Sikhs, Jews, Buddhists and atheists all approach the public square with the same liberties. Drag queens have the same free speech rights as pastors, and many Americans are livid as a result.
  • when a movement starts to believe that America is in a state of economic crisis, criminal chaos and constitutional collapse, then you can start to see the seeds for revolutionary violence and profound political instability. They believe we live in desperate times, and they turn to desperate measures.
  • “You shall know the truth, and the truth shall set you free.” So much American angst and anger right now is rooted in falsehoods. But the truth can indeed set us free from the rage that tempts American hearts toward tyranny.
Javier E

AI Has Become a Technology of Faith - The Atlantic - 0 views

www.theatlantic.com/...678984

AI faith health OpenAI trust

shared by Javier E on 13 Jul 24 - No Cached
  • Altman told me that his decision to join Huffington stemmed partly from hearing from people who use ChatGPT to self-diagnose medical problems—a notion I found potentially alarming, given the technology’s propensity to return hallucinated information. (If physicians are frustrated by patients who rely on Google or Reddit, consider how they might feel about patients showing up in their offices stuck on made-up advice from a language model.)
  • I noted that it seemed unlikely to me that anyone besides ChatGPT power users would trust a chatbot in this way, that it was hard to imagine people sharing all their most intimate information with a computer program, potentially to be stored in perpetuity.
  • “I and many others in the field have been positively surprised about how willing people are to share very personal details with an LLM,” Altman told me. He said he’d recently been on Reddit reading testimonies of people who’d found success by confessing uncomfortable things to LLMs. “They knew it wasn’t a real person,” he said, “and they were willing to have this hard conversation that they couldn’t even talk to a friend about.”
  • ...11 more annotations...
  • That willingness is not reassuring. For example, it is not far-fetched to imagine insurers wanting to get their hands on this type of medical information in order to hike premiums. Data brokers of all kinds will be similarly keen to obtain people’s real-time health-chat records. Altman made a point to say that this theoretical product would not trick people into sharing information.
  • . Neither Altman nor Huffington had an answer to my most basic question—What would the product actually look like? Would it be a smartwatch app, a chatbot? A Siri-like audio assistant?—but Huffington suggested that Thrive’s AI platform would be “available through every possible mode,” that “it could be through your workplace, like Microsoft Teams or Slack.
  • This led me to propose a hypothetical scenario in which a company collects this information and stores it inappropriately or uses it against employees. What safeguards might the company apply then? Altman’s rebuttal was philosophical. “Maybe society will decide there’s some version of AI privilege,” he said. “When you talk to a doctor or a lawyer, there’s medical privileges, legal privileges. There’s no current concept of that when you talk to an AI, but maybe there should be.”
  • So much seems to come down to: How much do you want to believe in a future mediated by intelligent machines that act like humans? And: Do you trust these people?
  • A fundamental question has loomed over the world of AI since the concept cohered in the 1950s: How do you talk about a technology whose most consequential effects are always just on the horizon, never in the present? Whatever is built today is judged partially on its own merits, but also—perhaps even more important—on what it might presage about what is coming next.
  • the models “just want to learn”—a quote attributed to the OpenAI co-founder Ilya Sutskever that means, essentially, that if you throw enough money, computing power, and raw data into these networks, the models will become capable of making ever more impressive inferences. True believers argue that this is a path toward creating actual intelligence (many others strongly disagree). In this framework, the AI people become something like evangelists for a technology rooted in faith: Judge us not by what you see, but by what we imagine.
  • I found it outlandish to invoke America’s expensive, inequitable, and inarguably broken health-care infrastructure when hyping a for-profit product that is so nonexistent that its founders could not tell me whether it would be an app or not.
  • Thrive AI Health is profoundly emblematic of this AI moment precisely because it is nothing, yet it demands that we entertain it as something profound.
  • you don’t have to get apocalyptic to see the way that AI’s potential is always muddying people’s ability to evaluate its present. For the past two years, shortcomings in generative-AI products—hallucinations; slow, wonky interfaces; stilted prose; images that showed too many teeth or couldn’t render fingers; chatbots going rogue—have been dismissed by AI companies as kinks that will eventually be worked out
  • Faith is not a bad thing. We need faith as a powerful motivating force for progress and a way to expand our vision of what is possible. But faith, in the wrong context, is dangerous, especially when it is blind. An industry powered by blind faith seems particularly troubling.
  • The greatest trick of a faith-based industry is that it effortlessly and constantly moves the goal posts, resisting evaluation and sidestepping criticism. The promise of something glorious, just out of reach, continues to string unwitting people along. All while half-baked visions promise salvation that may never come.
Javier E

Opinion | H​ow Long Will A.I.'s 'Slop' Era Last? - The New York Times - 0 views

www.nytimes.com/...ai-annoying-future.html

AI evaluation progress 2024

shared by Javier E on 24 Jul 24 - No Cached
  • Sequoia Capital, calculated that investments in A.I. were running short of projected profits by a margin of at least several hundred billion dollars annually. (He called this “A.I.’s $600 billion question” and warned of “investment incineration.”)
  • In a similarly bearish Goldman Sachs report, the firm’s head of global equity research estimated that the cost of A.I. infrastructure build-out over the next several years would reach $1 trillion. “Replacing low-wage jobs with tremendously costly technology is basically the polar opposite of the prior technology transitions I’ve witnessed,” he noted. “The crucial question is: What $1 trillion problem will A.I. solve?”
  • that trillion-dollar A.I. expenditure, more than the United States spends annually on its military, and think: What exactly is that money going toward?
  • ...11 more annotations...
  • 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.
Javier E

Wise Animals by Tom Chatfield 2024. A Review and a Perplexity.AI Experiment. | by Rob T... - 0 views

medium.com/...ity-ai-experiment-242faaf44825

AI recommendations article review book tech history

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  • Chatfield's background in philosophy and his keen interest in the digital world have positioned him as a thought leader in the field. He has published several books exploring various aspects of digital culture,
  • In his latest book, "Wise Animals," Chatfield delves into the complex relationship between humans and technology, tracing our co-evolution from early tool usage and fire to the present day.
  • aims to provide a fresh perspective on how innovation has shaped our world and how technology continues to influence us
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  • One of the key themes in "Wise Animals" is the idea that technology is far from neutral. Chatfield argues that the way innovation has progressed was not the only possible path and that we must keep an open mind about the possibilities
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