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The pressure on prices has been significant. Continue reading the main story Related Coverage China’s Slowdown Tarnishes Economic Boom in Copper-Rich ZambiaDEC. 2, 2015 A Global Chill in Commodity Demand Hits America’s HeartlandOCT. 23, 2015 Glencore Isn’t Out of the Woods YetOCT. 1, 2015 Prices for iron ore, the crucial steelmaking ingredient, have fallen by about 40 percent this year. The Brent crude oil benchmark is now hovering around $40 a barrel, down from more than a $110 since the summer of 2014.

Companies are caught in the downdraft.A number of commodity-related businesses have either declared bankruptcy or fallen behind in their debt payments

Even more common are the cutbacks. Nearly 1,200 oil rigs, or two-thirds of the American total, have been decommissioned since late last year. More than 250,000 workers in the oil and gas industry worldwide have been laid off, with more than a third coming in the United States.

The international mining company Anglo American is pulling back broadly, with a goal to reduce the company’s size by 60 percent. Along with the layoffs announced on Tuesday, the company is suspending its dividend, halving its business units, as well as unloading mines and smelters.

China looms large in the commodities equation.Between 2000 and last year, companies invested hundreds of billions of dollars to expand their production capacity to satisfy China in a period of rapid economic expansion. Much of the corporate growth was fueled by debt.

Oil prices are back up to their highest levels in more than three years. U.S. production has topped record levels, hitting 10.9 million barrels a day in the last week of June, according to the U.S. Energy Information Administration, compared with its high of 9.6 million in 2015. But as of May, nationwide oil and gas employment is down 21% since 2014

For decades, high school graduates could jump into a job on a drilling rig with few technical skills and expect a well-paid career. The allure of the often dangerous life of a roughneck attracted generations of worker

The work paid well, and Mr. Neece, 54 years old, indulged in boats, cars and motorcycles. “You get used to a certain lifestyle,” he said

Baker Hughes , a GE company that is the successor to GE Oil & Gas, said it is focusing on recruiting high-tech workers, increasingly from Silicon Valley. “You need to combine talent from the tech industry with oil and gas expertise,” said Binu Mathew, who was hired from Oracle Corp. in 2013 and heads the company’s newly created digital products division. “[Everyone] understands this is going to change the industry.”

One screen displays the progress as a 2-mile-long horizontal well is drilled 10,000 feet underground. A graph tracks the budgetary impacts in real time using customized software. If the drill bit goes outside the sweet spot where the company believes oil and gas to be—an area sometimes no more than 10 feet across—dollar signs tick up and a call is made to workers in the field to adjust equipment.

“People are looking to achieve very big numbers,” said Mohit Joshi, the president of Infosys, a technology and consulting firm that helps other businesses automate their operations. “Earlier they had incremental, 5 to 10 percent goals in reducing their work force. Now they’re saying, ‘Why can’t we do it with 1 percent of the people we have?’”

they’ve come up with a long list of buzzwords and euphemisms to disguise their intent. Workers aren’t being replaced by machines, they’re being “released” from onerous, repetitive tasks. Companies aren’t laying off workers, they’re “undergoing digital transformation.”

IBM’s “cognitive solutions” unit, which uses A.I. to help businesses increase efficiency, has become the company’s second-largest division, posting $5.5 billion in revenue last quarter.

The investment bank UBS projects that the artificial intelligence industry could be worth as much as $180 billion by next year.

“On one hand,” he said, profit-minded executives “absolutely want to automate as much as they can.”“On the other hand,” he added, “they’re facing a backlash in civic society.”

In an interview, he said that chief executives were under enormous pressure from shareholders and boards to maximize short-term profits, and that the rapid shift toward automation was the inevitable result.

it’s probably not surprising that all of this automation is happening quietly, out of public view. In Davos this week, several executives declined to say how much money they had saved by automating jobs previously done by humans. And none were willing to say publicly that replacing human workers is their ultimate goal.

Kai-Fu Lee, the author of “AI Superpowers” and a longtime technology executive, predicts that artificial intelligence will eliminate 40 percent of the world’s jobs within 15 years.

Terry Gou, the chairman of the Taiwanese electronics manufacturer Foxconn, has said the company plans to replace 80 percent of its workers with robots in the next five to 10 years

Richard Liu, the founder of the Chinese e-commerce company JD.com, said at a business conference last year that “I hope my company would be 100 percent automation someday.

One common argument made by executives is that workers whose jobs are eliminated by automation can be “reskilled” to perform other jobs in an organization

There are plenty of stories of successful reskilling — optimists often cite a program in Kentucky that trained a small group of former coal miners to become computer programmers — but there is little evidence that it works at scale

A report by the World Economic Forum this month estimated that of the 1.37 million workers who are projected to be fully displaced by automation in the next decade, only one in four can be profitably reskilled by private-sector programs

The rest, presumably, will need to fend for themselves or rely on government assistance.

In Davos, executives tend to speak about automation as a natural phenomenon over which they have no control, like hurricanes or heat waves. They claim that if they don’t automate jobs as quickly as possible, their competitors will.

these executives can choose how the gains from automation and A.I. are distributed, and whether to give the excess profits they reap as a result to workers, or hoard it for themselves and their shareholders.

“The choice isn’t between automation and non-automation,” said Erik Brynjolfsson, the director of M.I.T.’s Initiative on the Digital Economy. “It’s between whether you use the technology in a way that creates shared prosperity, or more concentration of wealth.”

That may not be true in the future: If market dominance means fewer competitors and less innovation, consumers will be worse off than if those companies had been restrained. “The impact on innovation can be the most important competitive effect” in an antitrust case

Yet Google’s monopoly means some features and prices that competitors offered never made it in front of customers. Yelp Inc., which in 2004 began aggregating detailed information and user reviews of local services, such as restaurants and stores, claims Google altered its search results to hurt Yelp and help its own competing service. While Yelp survived, it has retreated from Europe, and several similar local search services have faded.

In a 2005 paper, Mr. Scherer found that Standard Oil was indeed a prolific generator of patents in its early years, but that slowed once it achieved dominance.

Standard Oil and AT&T used trusts, regulations and patents to keep out or co-opt competitors. They were respected but unloved.

By contrast, Google and Facebook give away their main product, while Amazon undercuts traditional retailers so aggressively it may be holding down inflation. None enjoys a government-sanctioned monopoly; all invest prodigiously in new products.

All are among the public’s most loved brands, according to polls by Morning Consult.

Yet there are also important parallels. The monopolies of old and of today were built on proprietary technology and physical networks that drove down costs while locking in customers, erecting formidable barriers to entry.

. If they’re imposing a cost, it may not be what customers pay but the products they never see.

When the federal government sued to break up Standard Oil, the Supreme Court acknowledged business acumen was important to the company’s early success, but concluded that was eventually supplanted by a single-minded determination to drive others out of the market.

Amazon hasn’t yet reached the same market share as Google or Facebook but its position is arguably even more impregnable because it enjoys both physical and technological barriers to entry. Its roughly 75 fulfillment centers and state-of-the art logistics (including robots) put it closer, in time and space, to customers than any other online retailer.

“Just like people joined Facebook because everyone else was on Facebook, the biggest competitive advantage AT&T had was that it was interconnected,”

Early in the 20th century, AT&T began buying up local competitors and refusing to connect independent exchanges to its long-distance lines, arousing antitrust complaints. By the 1920s, it was allowed to become a monopoly in exchange for universal service in the communities it served. By 1939, the company carried more than 90% of calls.

After AT&T was broken up into separate local and long-distance companies in 1982, telecommunication innovation blossomed, spreading to digital switching, fiber optics, cellphones—and the internet.

“There should be hundreds of Yelps. There’s not. No one is pitching investors to build a service that relies on discovery through Facebook or Google to grow, because venture capitalists think it’s a poor bet.”

At that same hearing Jeffrey Katz, then the chief executive of Nextag, responded, “That is like saying move to Panama if you don’t like the tax rate in America. It’s a fake choice because no one has Google’s scope or capabilities and consumers won’t, don’t, and in fact can’t jump.”

In 2013 the U.S. Federal Trade Commission concluded that even if Google had hurt competitors, it was to serve consumers better, and declined to bring a case. Since then, comparison sites such as Nextag have largely faded.

The different outcomes hinge in part on different approaches. European regulators are more likely to see a shrinking pool of competitors as inherently bad for both competition and consumers. American regulators are more open to the possibility that it could be natural and benign.

Internet platforms have high fixed and minimal operating costs, which favors consolidation into a few deep-pocketed competitors. And the more customers a platform has, the more useful it is to each individual customer—the “network effect.”

But a platform that confers monopoly in one market can be leveraged to dominate another. Facebook’s existing user base enabled it to become the world’s largest photo-sharing site through its purchase of Instagram in 2012 and the largest instant-messaging provider through its purchase of WhatsApp in 2014. It is also muscling into virtual reality through its acquisition of Oculus VR in 2014 and anonymous polling with its purchase of TBH last year.

Once a company like Google or Facebook has critical mass, “the venture capital looks elsewhere,” says Roger McNamee of Elevation Partners, a technology-focused private-equity firm. “There’s no point taking on someone with a three or four years head start.”

when Google launched its own comparison business, Google Shopping, those sites found themselves dropping deeper into Google’s search results. They accused Google of changing its algorithm to favor its own results. The company responded that its algorithm was designed to give customers the results they want.

As the dominant platform for third-party online sales, Amazon also has access to data it can use to decide what products to sell itself. In 2016 Capitol Forum, a news service that investigates anticompetitive behavior, reported that when a shopper views an Amazon private-label clothing brand, the accompanying list of items labeled “Customers Who Bought This Item Also Bought,” is also dominated by Amazon’s private-label brands. This, it says, restricts competing sellers’ access to a prime marketing space

In the face of such accusations, the probability of regulatory action—for now—looks low, largely because U.S. regulators have a relatively high bar to clear: Do consumers suffer?

“We think consumer welfare is the right standard,” Bruce Hoffman, the FTC’s acting director of the bureau of competition, recently told a panel on antitrust law and innovation. “We have tried other standards. They were dismal failures.”

What would remedies look like? Since Big Tech owes its network effects to data, one often-proposed fix is to give users ownership of their own data: the “social graph” of connections on Facebook, or their search history on Google and Amazon. They could then take it to a competitor.

A more drastic remedy would be to block acquisitions of companies that might one day be a competing platform. British regulators let Facebook buy Instagram in part because Instagram didn’t sell ads, which they argued made them different businesses. In fact, Facebook used Instagram to engage users longer and thus sell more ads

Ben Thompson, wrote in his technology newsletter Stratechery. Building a network is “extremely difficult, but, once built, nearly impregnable. The only possible antidote is another network that draws away the one scarce resource: attention.” Thus, maintaining competition on the internet requires keeping “social networks in separate competitive companies.”

How sound are these premises? Google’s and Facebook’s access to that data and network effects might seem like an impregnable barrier, but the same appeared to be true of America Online’s membership, Yahoo ’s search engine and Apple’s iTunes store, note two economists, David Evans and Richard Schmalensee, in a recent paper. All saw their dominance recede in the face of disruptive competition.

It’s possible Microsoft might have become the dominant company in search and mobile without the scrutiny the federal antitrust case brought. Throughout history, entrepreneurs have often needed the government’s help to dislodge a monopolist—and may one day need it again.

"Our concept is to drill a very small hole to potentially explore monuments like this. We aim to have a robot that could fit in a 3cm hole. Basically, we're working on flying robots,"

The last time the religious left made this much noise was in protesting the Vietnam War, when the members of the clergy were mostly white men.

Now, those in the forefront include blacks and Latinos, women and gays, along with a new wave of activist Catholics inspired by Pope Francis. And they include large contingents of Jews, Muslims and also Sikhs, Hindus and Buddhists in some cities — a reflection of the country’s religious diversity.

Such a loose alliance of people of many faiths, many causes — and no small number of intractable disagreements — may never rival the religious right in its cohesion, passion or political influence

Last year, he branched out. Along with the Rev. Traci Blackmon, a well-known supporter of the Black Lives Matter movement, and other clergy members, Dr. Barber trained thousands of activists in 32 states, an effort that continues.

“If we’re going to change the country,” he says, “we’ve got to nationalize state movements. It’s not from D.C. down. It’s from the states up.” Advertisement Continue reading the main story

50th anniversary of the landmark sermon at Riverside Church in Manhattan in which King denounced the Vietnam War, saying, “I cannot be silent,”

Dr. Barber preached against Mr. Trump from the same pulpit and denounced what he saw as pervasive racism across the political right.

Relations between Democrats and religious progressives have been more difficult since 1980, when evangelicals deserted Jimmy Carter — one of their own, whom they had supported in 1976 — for Ronald Reagan.

Issues on which the religious left is at odds with Democratic doctrine include military spending and the death penalty, though the most polarizing is abortion — the main barrier, for many liberal evangelicals and Catholics, to voting as Democrats — as could be seen when the party split recently over whether to endorse an anti-abortion Democrat running for mayor of Omaha.

Setting abortion aside, political appeals based on religious beliefs continue to carry risk for Democrats, given the growing numbers of Americans who claim no religion:

Secular voters overwhelmingly vote Democratic, and younger voters are far more secular than older voters.

“Most progressive religious leaders I talk to, almost all of them, feel dissed by the left,” he said. “The left is really controlled by a lot of secular fundamentalists.”

If Dr. Barber works from the outside in, Mr. Wallis is the consummate inside player. His Capitol Hill operation is on an upswing, its big new offices bustling with interns plotting social media campaigns like a “Matthew 25 Pledge,” to “protect and defend vulnerable people in the name of Jesus.”

“People are trying to figure out: How do we get traction? But it has not yet jelled,” she said. “So I yell at the Holy Spirit, ‘Hurry up!’”

In Cincinnati alone, 21 churches have joined a sanctuary coalition, forming teams to respond when immigrants are detained, as one group of ministers did recently when a Guatemalan man seeking asylum was held at a nearby jail. Advertisement Continue reading the main story

More and more, younger evangelicals are questioning their association with the religious right, Mr. Nathan said: “I don’t know almost any evangelical Christians who feel comfortable with the old evangelical guard. They’re certainly not in my orbit. Millennial Christians are really concerned about social justice.”

“I wish we were not in this place,” he said, “but it’s one of the gifts of this moment. The energy is there, and there’s new, deep relationships that are being forged between clergy and congregations that never existed before.”

I have seen technology take jobs from people more than immigrants. It is a terrible feeling. Most of my peers and I are now working freelance jobs. Sometimes its voluntary but often times it is because we can't find full time jobs with benefits. For those of us over 60 it is the only work available. If you have never been independent you are in for a shock at how hard it can be to run a small sole proprietor business from scratch.

Trump counties include places that have voted for both Republicans and Democrats, and the strongest predictors of Trump support include how a county responded to two very different third-party candidates: Trump territory showed stronger support for the segregationist George Wallace in the 1968 election than the rest of the country, and substantially weaker support for the centrist former Republican John B. Anderson in 1980.

the economic problems that line up with strong Trump support have long been in the making, and defy simple fixes.

have any of the individuals commenting ever met or talked to the uneducated trailer dwellers referred to in this article. I think not. This poor pitiful underclass that we must now fix as true liberals has been making poor decisions for decades. Serial children withe serial mothers and resulting large child support payments. Job hopping and laying around the house all winter when laid off while waiting for the Wife to get home from work and make dinner. Gun purchases for thousands of dollars and 45,000 dollar trucks on an annual income of 35,000. Cashing in 401ks. To buy the latest 4 Wheeler. Oh and don't forget the biannual trips to Disney world or to hunt out west on credit cards. I sprang from uneducated people of another generation and the men by and large did not engage in self destructive behavior like this. sorry you make your bed and don't expect me to cry about it.

I think at least half of the American political class, the republican half, wants Americans to be ignorant. The ignorant are easily duped and manipulated. The GOP establishment clearly knows that, but they never expected someone like Trump to beat them at their own game. That explains why the GOP is generally unwilling to adequately fund public education and is content to punish the non-rich who seek higher education by burying them in debt.

Until now I had deceived myself into believing that I am a college educated hard working East coast Caucasian with moderate views and a penchant for reading a multi-faceted world class newspaper. However, the continued biased reports concerning Mr. Trump and his campaign are quite distasteful and have completely lost objectivity.Now, the journalistic attacks have moved toward his supporters and potential voters. Well, as with many of my fellow unintelligent white trash friends this only cements my unwavering support for the Trump campaign.

in the places where support for Mr. Trump runs the strongest, the proportion of the white population that didn’t finish high school is relatively high. So is the proportion of working-age adults who neither have a job nor are looking for one. The third-strongest correlation among hundreds of variables tested: the preponderance of mobile homes.

Enormous advances in technology have made the trans-oceanic distances disappear. Foreign-based administrative jobs are now transparent, meaning that "back-room" corporate jobs such as payroll, accounting and corporate management can be off-shored. Jobs in this category also include computer software development and computer system help-line support. The concept of the "virtual corporation", which maintains low levels of "project managers" can scale up or down, and only a small "corporate core" needs to be physically in the USA.

Trump has said that he hires people from other countries over American citizens and thinks Americans are already overpaid. So, why is he so popular with the angry voters who are living from paycheck to paycheck or were forced to retire? Trump is part of the problem, not the solution. The working class voters need wage insurance or a living wage solution and they need the government to step in and help them. Remember the WPA programs from the 30s? My guess is that Trump's supporters don't want to be the takers after years of thinking they were above that and were the makers. Surprise, we are all in the same boat.

there is a much bigger issue than creating jobs for these people. It is figuring out why so many are incapable of learning at a college level and beyond. I refuse to believe that it is nature dictating such a limitation. My money is on nurture; therefore, my money is on being able to solve that problem too.

Until we as a country stop treating intelligence as a disease and take steps to improve education across the board, this is what the fall-out will be. It was only a matter of time before someone figured out they could get to the White House by courting the angry white people vote.

among high school or less, 40% some college, but 33% among college graduates, and 19% among the post-graduates. In no election did Trump get the vote of the majority of college graduates or postgraduates. The education gap is consistent and steady. The gender gap is equally consistent.

The jobs engine the drove the US to its post war boom was the manufacturing sector. That has been gutted - by US consumer decisions.FDR did not practice racial identity politics.

Racism lurks - always - near the surface for ALL human beings. Don't believe me? Go take Harvard's Project Implicit tests (free) and learn about your own racist proclivities!By nature, all human beings tend toward tribalism; we are *wired* to notice and react to "difference". Civilization is the mass awareness of that proclivity towards shunning or rejecting "the other" and creating laws to stop it from becoming reality.When people become stressed, the veneer of civilization starts to break down - our more primitive, wired behaviors take over. That's what is happening now.We also have a huge propensity - as a species - towards cooperation. We have to somehow keep pursuing that "Better Angel of Our Nature" to keep the tide from turning permanently ugly.

As I read this article I began to confront an uncomfortable reality. We, as a society are to blame for Mr. Trump's support. Apparently we have ignored or overlooked the tragic plight faced by a sizable minority. Imagine the unemployed coal minor in West Virgina. His financial life is probably a shambles and he has no realistic prospect of recovering. He feels hopeless and abandoned. He sees publicized efforts to address problems of ethnic minorities and immigrants, yet he sits cold and jobless without anyone clamoring to address his situation. He starts getting angry and frustrated.Then, out of nowhere someone comes who appears to want to fight for him. Finally, someone who might champion his cause. Bring back jobs. Stop cheap labor from coming in.

Nationally, 23 percent of the 25-to-54-year-old population was not working in March, up from 18 percent in 2000. The areas where Trump is most popular appear to be at the forefront of that trend.

Don't people realize that technology, computers, automation and especially robots have replaced more manufacturing and more factories than all the illegal immigrants ever have? On many factory floors you hardly see any human beings at all. Every product is whisked along conveyor belts and assembled (or cooked), and then inspected, labeled, packaged and shipped with a minimum of human intervention. That's today's world. What are we to do? Protest against computers and robots.Also, American corporations have zero loyalty to the USA. Their loyalty is to their bottom line. They take advantage of every tax loophole they can; and if their product is labor intensive they would much rather pay 5000 workers a dollar a day with no benefits rather than stay in America and have to pay someone $18 an hour will vacation time, holiday time off, Soc Sec taxes and Medicare taxes.

This is the Party of Stupid the Republican carefully constructed through painstaking racism, defunding of public education, defunding of infrastructure, hate radio, Fox-Henhouse News and trickle-down poverty.Donald Trump's supporters are the direct result of the Republican's decades-long efforts at dumbing down a large swath of Americans.The Republican Party needs to take a giant proud bow as their electorate walks down the runway of nationally-assisted-suicide.

The irony of all this is that, yes, the world is shifting out from under the feet of the less-educated poor, but none of us face a really BIG or YUGE problem like slavery, Civil War, total war, a Great Depression, or even a gold/silver conflict. Yet Ken Lay and others can seriously muse over the possibility of secession from the union.The goals that so many of T's supporters are crying for are already in the process of being achieved -- the debt is too high but the national deficit has been cut in half under Obama. Millions now have health care that they didn't have before. "Taxed Enough Already" couldn't be more of an inept slogan.I wonder sometimes if the collapse of the USSR was such a good thing. Having a common enemy provided a kind of glue that held us together. Now some of us seem -- recklessly., hysterically, feverishly -- anxious to find an equally powerful enemy in our own ranks.

Whether Trump can appeal to enough independent or even blue collar Democrats is problematic absent some sensational catastrophe in the economy or in government. But you never know. Recall the charge of "Rum, Romanism, and rebellion" late in the 1884 election. It changed history

Oh, and about the "myth" that opposition to Islam is only is by simplistic Islamophobes. Let me suggest for those who didn't get to it, this article about about the premier public intellectual of France: "Once Hopeful for Harmony, a Philosopher Voices Discord in France" It said that he has concluded that Islam is not comparable with 'Western enlightenment values."

It's obvious that the changing economy has structurally disadvantaged many less educated people across America. But, it is also true that economically distressed whites enjoy access to exactly the same programs that assist minorities. They just don't "feel" like this is true.

Truth be told, Trump is supported by numerous highly educated people who choose not to support known liars and/or socialists. These same people are tired of candidates who are bought and paid for by secret and evil Super PACs-- Trump is not controlled by these groups. Rubio, Kasich, Cruz and C;inton are.

The counties where Trump is most popular also have the lowest employment participation rates. Ordinarily, those folks would be expected to vote Democratic, which is more likely to continue the government spending that sustains them. Trump followers are willing to support him even though it is probably against their economic interest.So how to explain this? The strong correlation to previous support for George Wallace suggests it's about identity. A certain segment of the population does not accept diversity and change. They cling to white supremacy. The irony, as the article notes, is that these are the same folks who self-identify their heritage as "American," rather than, say "English" or "German." However, to me, they seem very un-American.

If policy hadn't been influenced by campaign funding, perhaps we would be in a better situation. Maybe congress would have paid more attention to improving the education system. It's a shame that most people don't understand that their only true weapon is voting for someone that isn't in debt to an industry. If we don't change our campaign finance system, nothing will change. Our voices will never be heard, our needs will never be met and policy will continue to favor profit, not people.

You are misinterpreting the analysis. This is a correlation analysis and what it says is that there is a moderately strong positive correlation between the % of people in a county that are white and have no high school and the % of people that support Trump. The 61 number is the correlation coefficient. The analysis does NOT show that folks in mobile homes vote for Trump.

There is only one interesting question regarding Trump: can he win Ohio and Florida in the national elections? Otherwise his campaign will turn into a footnote in American history like the campaign of many other unsuccessful candidates (Dukakis someone?). His voters, then, will be forgotten, as they usually are, until the next elections. That's the only time America's, winner takes it all culture, remembers those people exist.

However crude his message, on trade Trump has a legitimate point, which is that the US (not US companies, which don't care about international boundaries, but US workers) has got the short end of trade deals for decades. Whatever benefits the US has gleaned from these deals, they are minuscule compared to their utterly transformative effects on India, Mexico and especially China, which begs the question of why we couldn't have negotiated a better deal, one less devastating to old-line manufacturing. It often seems US negotiators are driven more by a religious belief in and devotion to free-trade principles, than by national self-interest. Trump may be unfit to be president, but I don't doubt he would have driven a harder bargain and come out with a better deal, if only because, unlike US negotiators, he'd be fully prepared to walk away from a deal he didn't like.

It's high time we re-engage in our communities with love and empathy. We need less talk of the theoretical economics underpinning trade deals and the credibility of climate science. It's not because these things are unimportant or irrelevant to governing in a complex world, but because our neighbors are afraid we've forgotten them in all our sophistication. They need to hear and see that we care about them. Our ideas about common efforts to improve their lives need to be less about class and more about community. We need to be clear that even the least among us are important to our common future

So many of the comments on this piece seem to fall into the category of subliminal rationales for long held prejudices that many of us have but don't understand.

this analysis didn’t show a particularly powerful relationship between the racial breakdown of a county and its likelihood of voting for Trump. There are Trump-supporting counties where very high proportions of the population are African-American and others where it was very low, for example.

There's a very powerful stigma associated with being poor in this country. Frankly, it makes it nearly impossible for an elite institution like the Times to write about poor populations without those same people perceiving a condescending tone. At the first mention of trailer parks--even if that is an apt descriptor for a type of housing--the words begin to cut and defenses rise. When spoken by a rich person, those words demean, even if they're not meant to by the speaker

The problem is that "Thug Trump," just so happens to touch on some truths, and existing bi-partisan defects that we ignore. Funny, as different as they are, Ralph Nader made the same point, that the major defects of our country are supported by both parties and thus untouchable. I guess the nature of a revolutionary is part misfit but also sensing the time is ripe for a drastic change. It may be better to look less at the person, and more that the endemic defects that he promises to change. From Huey Long to Norman Thomas, outsiders have had positive effects.

These relatives, who are very pleasant to talk to on a one-to-one basis, are the same people who send us rabid chain emails about how Obama hates America, how we need to "take back our country," etc. "The blacks" are "parasites and takers" and the real reason they invariably vote Republican. They see no relationship between their own "taking" and the "taking" by blacks and Hispanics.

I can't count the number of my husband's uneducated white southern relations who have taken extensive advantage, repeatedly, of both state and federal programs, including unemployment, food stamps, occasional welfare, and (sometimes specious) "disability." (My husband's mother was one of 11 born to poor sharecroppers, and the only one to leave her subculture

I bought into that "it's the fault of freeloaders" shtick for years, until i was laid off at age 50. Suddenly, I was one of those "freeloaders" with a 30 year impeccable work history and it changed my mind drastically. I've run into people like me from all walks of life; people with degrees and skills who lost jobs and are cut out of returning to the world of employment. I found something eventually, but at half the pay with no benefits. I don't support Trump but he's tapped into the lives of people like me. Globalization has showed us that for those at the very top, the elites, our country and it's workers don't matter much as long as the money keeps flowing. Unfortunately, I can't see that Trump would do much to change that

racism in the US is complicated. Some people who say the right things do the worst things, and vice versa. What gets you in trouble is saying blue-collar stuff like "nappy-headed ho's" White liberals are the most politically correct and the most critical of crude speech. But white liberals often have less contact with blacks than any other whites. Bigotry is not easily identified.

One of the strongest predictors of Trump support is the proportion of the population that is native-born. Relatively few people in the places where Trump is strong are immigrants — and, as their answers on their ancestry reveal, they very much wear Americanness on their sleeve.

The point is that now, the entire middle class and working class have been fleeced by the Repubs AND the Dems, elected representatives who have shirked their duties and spent their time helping their billionaire puppetmasters.

Bernie supporters and Trump supporters have something big in common: their basic grievance, which is that the economy is rigged for the 1%. It's helpful to understand our differences, but then we should be finding common ground, not calling each other names. We're all people; we all deserve dignity and respect.

We are in the early throes of another revolution now, and this one will even more dramatically favor those with superior cognitive abilities and education over those with average or below average cognitive abilities and education. Yet all people at all levels need to eat, have shelter, and pursue lives of dignity and meaning. It remains unclear what kind of society will emerge from the current disruptions, but it is increasingly obvious that the transition will not be pretty.

Worried about Chinese students’ high scores on comparative math tests? You’re looking at the curated outputs of highly selective groups of students. Whereas public school is free through high school in the United States, China’s government only covers the costs of elementary and middle school. At many Chinese high schools, families have to pay tuition and other expenses, and these outlays are among the highest in the world. Consequently, 76 percent of China’s working-age population has not completed high school.

The book argues that China’s economic, financial, technological, and military strength is hugely exaggerated by crude and inaccurate statistics.

The claim that China will “overtake” the U.S. in any meaningful way is polemical and wrong—and wrong in ways that may mislead Americans into serious self-harming mistakes.

China may well surpass the United States as the largest economy on Earth by the 2030s. China was also almost certainly the largest economy on Earth in the 1830s. A big GDP did not make China a superpower then

many of the advances cited as Chinese strengths don’t hold up to close scrutiny. American analysts often publish worries about China’s growing navy, and especially its two aircraft carriers. But, Beckley writes, “Chinese pilots fly 100 to 150 fewer hours than U.S. pilots and only began training on aircraft carriers in 2012,” and he adds that “Chinese troops spend 20 to 30 percent of their time studying communist ideology.”

in the 1800s, the Chinese empire had a GDP much larger than that of Great Britain. The Chinese army of 800,000 men also enormously exceeded Britain’s troop numbers. Yet when the two states clashed in the two Opium Wars, from 1839 to 1842 and again in 1858, China was crushingly defeated. Why? A great part of the answer, then as now, was the cost of repression.

Many Chinese college students describe their universities as “diploma factories,” where student-teacher ratios are double the average in U.S. universities, cheating is rampant, students spend a quarter of their time studying “Mao Zedong thought,” and students and professors are denied access to basic sources of information, such as Google Scholar and certain academic journal repositories.

Chinese firms’ total spending on R&D as a percentage of sales revenue stalled at levels four times below the average for American firms. … Chinese firms remain dependent on foreign technologies and manual labor and have a rudimentary level of automation and digitization: on average Chinese enterprises have just nineteen robots per ten thousand employees; U.S. firms, by contrast, use an average of 176 robots per ten thousand employees.

But isn’t China sprinting to overtake the United States? Yes, but it’s stumbling badly in that pursuit. China now leads the world in retractions of scientific studies due to fraud; one-third of Chinese scientists have admitted to plagiarizing or falsifying results (versus 2 percent of U.S. scientists); and two-thirds of China’s R&D spending has been lost to corruption.

Beckley’s clarifying theoretical insight: Repression is expensive

The Chinese military’s first and paramount mission is preserving the power of the Chinese Communist Party against China’s own people. The U.S. military can focus entirely on external threats.

The lines that plot the comparative GDP of the United States and China distort the real balance of power between the two societies, Beckley argues, because China must devote such a large share of its resources to basic subsistence needs to avert the overthrow of the state.

this might be a useful moment to hear a contrary voice. In 2018, the Tufts University professor Michael Beckley published a richly detailed study of Chinese military and economic weaknesses. The book is titled Unrivaled: Why America Will Remain the World’s Sole Superpower.

Nineteenth-century China faced an average of 25 local uprisings a year. Most of its troops had to be deployed to suppress rebellions and control banditry, leaving few available for war-fighting.

A final piece of the answer is that technological copycats face huge disadvantages against technological innovators. They will always lag behind the more creative rival, not only in the factory, but on the battlefield. “Repeatedly during the Opium Wars … Chinese armies of thousands were routed in minutes by a few hundred, or even a few dozen, British troops,”

Beckley seeks to highlight the immense defects of gross GDP as a measure of national strength—factoring in the costs of repression—and the strategic predicament of China’s location, barred from the open ocean by a ring of potential enemies on its eastern front, extending from Russia, through Korea, past Japan, to the Philippines, and then to Vietnam.

He said that he had become more alarmed by China’s aggressive and repressive intentions, but remained as dubious as ever about Chinese capacities.

Sanders lost the nomination, but he won the debate within the Democratic Party over trade policy. In his address, Biden committed to extending and enlarging “Buy American” favoritism in government procurement. His administration is maintaining Trump’s anti-China tariffs and is “reviewing”—not yet removing—tariffs against the European Union and other trade partners. Biden economic advisers warned during his campaign that trade expansion would rank low on their list of priorities, and so it is proving.

The Trump administration raised the defense budget by more than $100 billion a year, and the spending increases have continued even after the campaign against ISIS came to an end. More and more of the money is being directed to preparations for a conflict with China.

China’s language and behavior is assertive and provocative, for sure. China’s power is rising, yes. Its behavior at home and abroad is becoming more oppressive and more brutal; that’s also tragically true.

as Americans muster the courage and will to face Chinese realities, that reckoning needs also to appreciate the tremendous capabilities of this country, and the very real limits besetting China: a fast-aging population, massive internal indebtedness, and a regime whose worsening repression suggests its declining popularity.

two deep truths about Chinese society: It’s about to be home to a lot of old people, and trust in the state is very low, and for good reason.

As China’s population ages, it will deplete its savings. Chinese people save a lot to compensate for the state’s meager social-security provision. For three decades, the savings of ordinary people financed the spectacular borrowing of China’s state-owned enterprises

What happens as the savings are withdrawn to finance hundreds of millions of retirements? Again—who knows?

China misallocates capital on a massive scale. More than a fifth of China’s housing stock is empty—the detritus of a frenzied construction boom that built too many apartments in the wrong places

China overcapitalizes at home because Chinese investors are prohibited from doing what they most want to do: get their money out of China. Strict and complex foreign-exchange controls block the flow of capital

More than one-third of the richest Chinese would emigrate if they could, according to research by one of the country’s leading wealth-management firms. The next best alternative: sending their children out. Pre-pandemic, almost 1 million young Chinese attended Western universities. Pre-pandemic, only about 10,000 Americans were studying in China; single thousands were from other Western countries—and almost all of them were in the country to study language, not any academic specialty.

U.S. policy makers should look to the future with a little more confidence and a lot more trust in trade, markets, and the superior potential of a free people under an elected government.

The recession’s inequality is a reflection of the coronavirus itself, which has caused more deaths in low-income communities and severely affected jobs in restaurants, hotels and entertainment venues

No other recession in modern history has so pummeled society’s most vulnerable. The Great Recession of 2008 and 2009 caused similar job losses across the income spectrum, as Wall Street bankers and other white-collar workers were handed pink slips alongside factory and restaurant workers.

“The sectors most deeply affected by covid disproportionately employ women, minorities and lower-income workers.

At the height of the coronavirus crisis, low-wage jobs were lost at about eight times the rate of high-wage ones, The Post found.

The less workers earned at their job, the more likely they were to lose it as businesses across the country closed.

By the end of the summer, the downturn was largely over for the wealthy — white-collar jobs had mostly rebounded, along with home values and stock prices. The shift to remote work strongly favored more-educated workers, with as many as 6 in 10 college-educated employees working from home at the outset of the crisis, compared with about 1 in 7 who have only high school diplomas.

Americans ages 20 to 24 suffered the greatest job losses, by far, of any age group when many businesses closed in the spring. College-age workers and recent graduates tend to be overrepresented in low-paying retail and restaurant jobs, which allow them to gain a toehold in the workforce and save money for school or training.

In the wake of widespread closings of schools and day-care centers, mothers are struggling to return to the workforce. Mothers of children ages 6 to 17 saw employment fall by about a third more than fathers of children the same age, and mothers are returning to work at a much slower rate. This disparity threatens years of progress for women in the labor force.

The unemployed are facing new challenges. Despite President Trump’s promises of a short-lived recession, 26 million people are still receiving now-diminished unemployment benefits. The unemployed went from receiving, on average, over $900 a week in April, May, June and July, under the first federal stimulus package, to about $600 for a few weeks in late August and early September under a temporary White House executive action, to about $300 a week now on state benefits.

What ties all of the hardest-hit groups together ― low-wage workers, Black workers, Hispanic men, those without college degrees and mothers with school-age children ― is that they are concentrated in hotels, restaurants and other hospitality jobs.

Most recessions, including the Great Recession, have affected manufacturing and construction jobs the most, but not this time. Nine of the 10 hardest-hit industries in the coronavirus recession are services.

Economists worry that many of these jobs will not return

While the U.S. unemployment rate has fallen to 8.4 percent, double-digit unemployment lingers in cities and states that depend heavily on tourism.

over 30,000 restaurant and hospitality workers are unemployed in New Orleans, making it nearly impossible to find a job.

Ten percent of renters reported “no confidence” in their ability to pay next month’s rent, according to a U.S. Census Bureau survey conducted Sept. 2 to 14.

Black women are facing the largest barriers to returning to work, data shows, and have recovered only 34 percent of jobs lost in the early months of the pandemic.

It took until 2018 for Black women’s employment to recover from the Great Recession. Now almost all of those hard-won gains have been erased.

Historically, people of color and Americans with less education have been overrepresented in low-paying service jobs. Economists call it “occupational segregation.”

Black and Hispanic men face many of the same challenges as Black women, encountering discrimination in the workforce more often than others, and they struggled to rebound from the Great Recession.

Women had logged tremendous job gains in the past decade before the coronavirus hit.

But with many schools and child-care centers closed and the migration to online learning, many working parents have had to become part- or full-time teachers, making it difficult to work at the same time. That burden has fallen mainly on mothers, data shows. For example, mothers of children ages 6 to 12 — the elementary school years — have recovered fewer than 45 percent of jobs lost, while employment of fathers of children the same age is 70 percent back.

Single parents have faced an especially hard blow.

One in eight households with children do not have enough to eat, according to the September survey by the Census Bureau.

The Fed predicts unemployment will not near pre-pandemic levels until the end of 2023. For many jobs, it may take even longer — especially those already at high risk of being replaced with software and robots.

“Since the 1980s, almost all employment losses in routine occupations, which are relatively easier to be automated, occurred during recessions,”

Many economists and business leaders are urging Congress to enact another large relief package, given the unevenness of the recovery and the long road for those who have been left behind.

“There are very clear winners and losers here. The losers are just being completely crushed. If the winners fail to help bring the losers along, everyone will lose,” said Mark Zandi, chief economist at Moody’s Analytics. “Things feel like they are at a breaking point from a societal perspective.”

For the industry to meet customer demand, restaurants would probably have to draw workers from other industries, but there are indications that the opposite is true. An analysis of job seekers’ search history data by the company review site Glassdoor found that people who used to search for “restaurant server” are now more likely to type in “office assistant,” “data entry” or “Amazon,” for example.

Fast-food wages historically trail those in other service industry jobs, with the typical U.S. worker collecting about $11.80 per hour or $24,540 a year as of May 2020,

broke? Or do I want to be broke working 40 hours a week and working my life away?’”

some economists question the accuracy of the term “labor shortage” in this context, saying businesses are simply offering too low a wage for an hour’s work.

When I go shopping for an Audi and I can’t afford it, I don’t get to declare an Audi shortage,” said Erica Groshen, a labor economist with Cornell University. “At the wage being offered, businesses still aren’t getting as many applicants for work.”

“I think the problem is workers are being paid too little working full time. That’s the real scandal,” he said.

Of the nearly 10 million job openings in the United States, roughly 1 in 6 are in the leisure and hospitality sector that includes food service workers,

Nonsupervisory workers in the accommodations and food service sector made an average of $15.91 per hour as of August, according to the Bureau of Labor Statistics. In February 2020, they made an average of $14.46 per hour.

“The fact that nominal wages have been increasing so rapidly over the last several months is itself pretty strong evidence that businesses really are doing a lot to attract and retain workers. … The labor market is just really competitive,”

McDonald’s announced that it had raised its hourly rate to a range of $11 to $17 for entry-level workers, and $15 to $20 for managers.

one of the company’s locations in Hendersonville, N.C., recently increased its starting hourly wage to $19, for example.

For many fast-food establishments, the pandemic has accelerated a trend toward online and app-based ordering, and drive-through technology.

quarter — momentum that CEO David Gibbs said was underpinned by the Louisville-based company’s digital investments and “ability to serve customers through multiple on- and off-premise channels.”

McDonald’s also reported strong-second quarter gains, boosted by growth in its delivery and digital platforms and higher menu prices. U.S. sales were 25.9 percent higher than the same period in 2020 and 14.9 percent above where they were in a pre-pandemic 2019, the company said.

The average cost to close a restaurant to improve or add an advanced drive-through ranges from $125,000 to $250,000

drive-throughs account for about half of annual sales for all fast-food and fast-casual restaurants, or roughly $169 billion.

“One of other things they have done is turn all of us into the cashiers,” he said, pointing to restaurant apps, and touch-screen kiosks that have taken the place of some food service workers. “We did a study on automation and robotics and found that at least half could be replaced with robots or automation.”

It’s easy to take the zipper for granted today, but before it was invented, getting (and staying) dressed involved securing clothing with ropes, ties, buttons or other fasteners.

After years of attempts, Bell achieved his goal of transmitting sound over a wire, and on March 7, 1876, obtained his first U.S. Patent for a device he labeled as “Improvement on Telegraphy”—now better known as the telephone.

The first World’s Fair to take place in the United States was held in Philadelphia in 1876, and also celebrated the 100th anniversary of the country’s founding.

Then, in 1893, inventor Whitcomb L. Judson received a patent for his “clasp locker” shoe fastener, and immediately partnered with businessman Colonel Lewis Walker to launch the Universal Fastener Company and manufacture his invention

Along with the zipper, the Garis-Cochran Dishwashing Machine was also first introduced to the public at the 1893 Chicago World’s Fair, in a display drawing crowds curious about the contraption capable of thoroughly washing and drying 240 dishes in two minutes. The crowd-pleasing exhibit was more than a decade in the making. In 1883, Ohio entrepreneur Josephine Garis Cochran grew frustrated with the amount of time it took to clean up after dinner parties, reportedly saying, “If nobody else is going to invent a dishwashing machine, I’ll do it myself.” And she did.

One of the biggest challenges that arose during the early days of electricity was getting it from the power source to an individual device. By the 1880s, entire houses were being wired for electricity, but electrical appliances had to be connected to the home’s main power source directly, posing serious safety risks to members of the household.

April 30, 1939, New York City: This is the scene viewed on the television receivers in the metropolitan area, as the National Broadcasting Company inaugurated the first regular television service to the American public telecasting the ceremonies marking the opening of the New York World's Fair. Bettmann via Getty Images

May 1, 1939 saw another television milestone: the launch of a regular television broadcast schedule on the National Broadcasting Company (NBC), which was owned by RCA.

Fairgoers could take what was advertised as “America’s first television tour” (presented by NBC), where they would learn about the history of the medium, as well as the science and engineering that made its broadcast possible.

In the age of smartphones, it’s easy to identify the touchscreen demonstration at the World’s Fair as a significant technological turning point, but according to Jack Neely, executive director of the Knoxville History Project and crowd controller at the World’s Fair, that wasn’t apparent at the time. “It was...one of those things you had to look fast to notice,” Neely told the University of Tennessee Daily Beacon in a 2017 interview.

They had become disillusioned with what they saw as an outmoded way of working. “It wasn’t how I imagined the future of architecture,” says He, who worked in OMA’s Rotterdam office before moving to China to oversee construction of the Shenzhen Stock Exchange building. “The design and construction processes were so traditional and lacking in innovation.”

XKool is at the bleeding edge of architectural AI. And it’s growing fast: over 50,000 people are already using it in China, and an English version of its image-to-image AI tool, LookX, has just been launched. Wanyu He founded the company in 2016, with others who used to work for OMA

“The problem with architects is that we almost entirely focus on images,” says Neil Leach, author of Architecture in the Age of Artificial Intelligence. “But the most revolutionary change is in the less sexy area: the automation of the entire design package, from developing initial options right through to construction. In terms of strategic thinking and real-time analysis, AI is already way beyond what human architects are capable of. This could be the final nail in the coffin of a struggling profession.”

She and her colleagues were inspired to launch their startup after witnessing AlphaGo, the first computer program to defeat a human champion at the Chinese board game Go in 2016. “What if we could introduce this intelligence to our way of working with algorithmic design?” she says. “CAD [computer aided design] dates from the 70s. BIM [building information modelling] is from the 90s. Now that we have the power of cloud computing and big data, it’s time for something new.”

XKool aims to provide an all-in-one platform, using AI to assist with everything from generating masterplan layouts, using given parameters such as daylight requirements, space standards and local planning regulations, right down to generating interiors and construction details. It has also developed a tool to transform a 2D image of a building into a 3D model, and turn a given list of room sizes into floor plans

It’s early days and, so far, the results are clunky: the Shenzhen hotel looks very much like it was designed by robots for an army of robot guests.

“We have to be careful,” says Martha Tsigkari, head of applied research and development at Foster + Partners in London. “It can be dangerous if you don’t know what data was used to train the model, or if you haven’t classified it properly. Data is everything: if you put garbage in, you’ll get garbage out

The implications for data privacy and intellectual property are huge – is our data secured from other users? Is it being used to retrain these models in the background?”

Although the actual science needed to make such things possible is a long way off, AI does enable the kind of calculations and predictive modelling that was impossibly time-consuming before

Tsigkari’s team has also developed a simulation engine that allows realtime analysis of floor plans – showing how well connected one part of a building is to another – giving designers instant feedback on the implications of moving a wall or piece of furniture.

One told me they now regularly use ChatGPT to summarise local planning policies and compare the performance of different materials for, say, insulation. “It’s the kind of task you would have given a junior to do,” they say. “It’s not perfect, but it makes fewer mistakes than someone who hasn’t written a specification before.”

Others say their teams regularly use Midjourney to help brainstorm ideas during the concept phase. “We had a client wanting to build mosques in Abu Dhabi,” one architect told me. “I could quickly generate a range of options to show them, to get the conversation going. It’s like an instant mood board.”

“I like to think we are augmenting, not replacing, architects,” says Carl Christiansen, a Norwegian software engineer who in 2016 co-founded AI tool Spacemaker, which was acquired by tech giant Autodesk in 2021 for $240m, and then rebranded as Forma. “I call it ‘AI on the shoulder’ to emphasise that you’re still in control.” Forma can rapidly evaluate a large range of factors – from sun and wind to noise and energy needs – and create the perfect site layout. What’s more, its interface is designed to be legible to non-experts.

the U.K. manufacturing industry has less technological automation than just about any other similarly rich country. With barely 100 installed robots per 10,000 manufacturing workers in 2020, its average robot density was below that of Slovenia and Slovaki

One analysis of the U.K.’s infamous “productivity puzzle” concluded that outside of London and finance, almost every British sector has lower productivity than its Western European peers.

What was once the world’s most powerful globalized empire has now voted to explicitly reduce global access to trade and talent. Since Brexit, immigration, exports, and foreign investment have all declined, likely reducing the size of the U.K.’s economy by several percentage points in the long run.

“Take out Greater London—the prosperity of which depends to an uncomfortable degree on a willingness to provide services to oligarchs from the Middle East and the former Soviet Union—and the UK is one of the poorest countries in Western Europe.”

Today, Britain seems trapped between a left-wing aversion to growth and a right-wing aversion to openness. On the academic left, the U.K. has lately been home to a surging movement called degrowtherism, which asserts that saving the planet requires rich countries to stop seeking growth.

On the right, the electorate is dominated by older voters who care more about culture wars than about competitiveness

The U.K. is now an object lesson for other countries dealing with a dark triad of deindustrialization, degrowth, and denigration of foreigners.

Enemies of progress can criticize the legacy of industrialization, productivity, and globalization. But the U.K. shows us what can happen when a rich country seems to reject all three. Rather than transforming into some post-economic Eden of good vibes, it becomes bitter, flailing, and nonsensical.

“Write a five-paragraph essay on Virginia Woolf’s ‘To the Lighthouse.’” Too generic? Well, how about “Write a five-paragraph essay on the theme of loss in ‘To the Lighthouse’”? Too high-schoolish? “Add some bigger words, please.” The product might not be ready to turn in the moment it is born, fully formed, from ChatGPT’s head. But with enough tweaking — either by the student or by the machine at the student’s demand — chances are the output can muster at least a passing grade.

Which of these uses are okay? Which aren’t? The harnessing of an AI tool to create an annotated bibliography likely doesn’t rankle even librarians the way relying on that same tool to draft a reflection on Virginia Woolf offends the professor of the modern novel. Why? Because that kind of contemplation goes closer to the heart of what education is really about.

the core of the question colleges now face. They can’t really stop students from using AI in class. They might not be able to notice students have done so at all, and when they do think they’ve noticed they’ll be acting only on suspicion. But maybe teachers can control the ways in which students use AI in class.

Figuring out exactly what ways those ought to be requires educators to determine what they care about in essays — what they are desperate to hear. The purpose of these papers is for students to demonstrate what they’ve learned, from hard facts to compositional know-how, and for teachers to assess how their pupils are progressing. The answer to what teachers want to get from students in their written work depends on what they want to give to students.

ChatGPT is sort of in a class of its own, because it can be almost anything its users want it to be so long as they possess one essential skill: prompt engineering. This means, basically, manipulating the machine not only into giving you an answer but also into giving you the kind of answer you’re looking for.

The next concern is that students should use AI in a manner that improves not only their writing but also their thinking — in short, in a manner that enhances learning rather than bypasses the need to learn at all.

This simple principle makes for complicated practice. Certainly, no one is going to learn anything by letting AI write an essay in its entirety. What about letting AI brainstorm an idea, on the other hand, or write an outline, or gin up a counter-argument? Lyndsey Cook, a senior at Ole Miss planning a career in nursing, finds the brainstorming especially helpful: She’ll ask ChatGPT or another tool to identify the themes in a piece of literature, and then she’ll go back and look for them herself.

These shortcuts, on the one hand, might interfere with students’ learning to brainstorm, outline or see the other side of things on their own

But — here comes a human-generated counterargument — they may also aid students in surmounting obstacles in their composition that otherwise would have stopped them short. That’s particularly true of kids whose high schools didn’t send them to college already equipped with these capabilities.

Allow AI to boost you over these early hurdles, and suddenly the opportunity for deeper learning — the opportunity to really write — will open up. That’s how Caleb Jackson, the part-time student for whom Perplexity has been such a boon, sees it: His professor, he says , wanted them to “get away from the high-school paper and go further, to write something larger like a thesis.”

maybe, as one young Ole Miss faculty member put it to me, this risks “losing the value of the struggle.” That, she says, is what she is scared will go away.

All this invites the most important question there is: What is learning for?

Learning, in college, can be instrumental. According to this view, the aim of teaching is to prepare students to live in the real world, so all that really matters is whether they have the chops to field jobs that feed themselves and their families. Perhaps knowing how to use AI to do any given task for you, then, is one of the most valuable skills out there — the same way it pays to be quick with a calculator.

If you accept this line of argument, however, there are still drawbacks to robotic crutches. Some level of critical thinking is necessary to function as an adult, and if AI stymies its development even the instrumental aim of education is thwarted. The same goes for that “value of the struggle.” The real world is full of adversity, much of which the largest language model can’t tell you how to overcome.

more compelling is the idea, probably shared by most college professors, that learning isn’t only instrumental after all — that it has intrinsic value and that it is the end rather than merely a means to one.

Every step along the way that is skipped, the shorter the journey becomes, the less we will take in as we travel.

This glummest of outlooks suggests that AI will stunt personal growth even if it doesn’t harm professional prospects.

While that doesn’t mean it’s wise to prohibit every little application of the technology in class, it probably does mean discouraging those most closely related to critical thinking.

One approach is to alter standards for grading, so that the things the machines are worst at are also the things that earn the best marks: originality, say, or depth of feeling, or so-called metacognition — the process of thinking about one’s own thinking or one’s own learning.

Hopefully, these things are also the most valuable because they are what make us human.

Caleb Jackson only wants AI to help him write his papers — not to write them for him. “If ChatGPT will get you an A, and you yourself might get a C, it’s like, ‘Well, I earned that C.’” He pauses. “That might sound crazy.”

Dominic Tovar agrees. Let AI take charge of everything, and, “They’re not so much tools at that point. They’re just replacing you.”

Lyndsey Cook, too, believes that even if these systems could reliably find the answers to the most vexing research problems, “it would take away from research itself” — because scientific inquiry is valuable for its own sake. “To have AI say, ‘Hey, this is the answer …’” she trails off, sounding dispirited.

Claire Mischker, lecturer of composition and director of the Ole Miss graduate writing center, asked her students at the end of last semester to turn in short reflections on their experience in her class. She received submissions that she was near certain were produced by ChatGPT — “that,” she says as sarcastically as she does mournfully, “felt really good.

The central theme of the course was empathy.

To the uninitiated, the fact that Bankman-Fried saw a special urgency in preventing killer robots from taking over the world might sound too outlandish to seem particularly effective or altruistic. But it turns out that some of the most influential E.A. literature happens to be preoccupied with killer robots too.

Holden Karnofsky, a former hedge funder and a founder of GiveWell, an organization that assesses the cost-effectiveness of charities, has spoken about the need for “worldview diversification” — recognizing that there might be multiple ways of doing measurable good in a world filled with suffering and uncertainty

The books, however, are another matter. Considerations of immediate need pale next to speculations about existential risk — not just earthly concerns about climate change and pandemics but also (and perhaps most appealingly for some tech entrepreneurs) more extravagant theorizing about space colonization and A.I.

there’s a remarkable intellectual homogeneity; the dominant voices belong to white male philosophers at Oxford.

Among his E.A. innovations has been the career research organization known as 80,000 Hours, which promotes “earning to give” — the idea that altruistic people should pursue careers that will earn them oodles of money, which they can then donate to E.A. causes.

each of those terse sentences glosses over a host of additional questions, and it takes MacAskill an entire book to address them. Take the notion that “future people count.” Leaving aside the possibility that the very contemplation of a hypothetical person may not, for some real people, be “intuitive” at all, another question remains: Do future people count for more or less than existing people count for right now?

MacAskill cites the philosopher Derek Parfit, whose ideas about population ethics in his 1984 book “Reasons and Persons” have been influential in E.A. Parfit argued that an extinction-level event that destroyed 100 percent of the population should worry us much more than a near-extinction event that spared a minuscule population (which would presumably go on to procreate), because the number of potential lives dwarfs the number of existing ones.

If you’re a utilitarian committed to “the greatest good for the greatest number,” the arithmetic looks irrefutable. The Times’s Ezra Klein has written about his support for effective altruism while also thoughtfully critiquing longtermism’s more fanatical expressions of “mathematical blackmail.”

In 2015, MacAskill published “Doing Good Better,” which is also about the virtues of effective altruism. His concerns in that book (blindness, deworming) seem downright quaint when compared with the astral-plane conjectures (A.I., building an “interstellar civilization”) that he would go on to pursue in “What We Owe the Future.”

In both books he emphasizes the desirability of seeking out “neglectedness” — problems that haven’t attracted enough attention so that you, as an effective altruist, can be more “impactful.” So climate change, MacAskill says, isn’t really where it’s at anymore; readers would do better to focus on “the issues around A.I. development,” which are “radically more neglected.

In his recent best seller, “What We Owe the Future” (2022), MacAskill says that the case for effective altruism giving priority to the longtermist view can be distilled into three simple sentences: “Future people count. There could be a lot of them. We can make their lives go better.”

“Earning to give” has its roots in the work of the radical utilitarian philosopher Peter Singer, whose 1972 essay “Famine, Affluence and Morality” has been a foundational E.A. text. It contains his parable of the drowning child: If you’re walking past a shallow pond and see a child drowning, you should wade in and save the child, even if it means muddying your clothes

Extrapolating from that principle suggests that if you can save a life by donating an amount of money that won’t pose any significant problems for you, a decision not to donate that money would be not only uncharitable or ungenerous but morally wrong.

Singer has also written his own book about effective altruism, “The Most Good You Can Do” (2015), in which he argues that going into finance would be an excellent career choice for the aspiring effective altruist. He acknowledges the risks for harm, but he deems them worth it

Chances are, if you don’t become a charity worker, someone else will ably do the job; whereas if you don’t become a financier who gives his money away, who’s to say that the person who does become a financier won’t hoard all his riches for himself?

On Nov. 11, when FTX filed for bankruptcy amid allegations of financial impropriety, MacAskill wrote a long Twitter thread expressing his shock and his anguish, as he wrestled in real time with what Bankman-Fried had wrought.

“If those involved deceived others and engaged in fraud (whether illegal or not) that may cost many thousands of people their savings, they entirely abandoned the principles of the effective altruism community,” MacAskill wrote in a Tweet, followed by screenshots from “What We Owe the Future” and Ord’s “The Precipice” that emphasized the importance of honesty and integrity.

I’m guessing that Bankman-Fried may not have read the pertinent parts of those books — if, that is, he read any parts of those books at all. “I would never read a book,” Bankman-Fried said earlier this year. “I’m very skeptical of books. I don’t want to say no book is ever worth reading, but I actually do believe something pretty close to that.”

Avoiding books is an efficient method for absorbing the crudest version of effective altruism while gliding past the caveats

For all of MacAskill’s galaxy-brain disquisitions on “A.I. takeover” and the “moral case for space settlement,” perhaps the E.A. fixation on “neglectedness” and existential risks made him less attentive to more familiar risks — human, banal and closer to home.

a major extinction panic happened 100 years ago, and the similarities are unnerving.

The 1920s were also a period when the public — traumatized by a recent pandemic, a devastating world war and startling technological developments — was gripped by the conviction that humanity might soon shuffle off this mortal coil.

It also helps us see how apocalyptic fears feed off the idea that people are inherently violent, self-interested and hierarchical and that survival is a zero-sum war over resources.

Either way, it’s a cynical view that encourages us to take our demise as a foregone conclusion.

What makes an extinction panic a panic is the conviction that humanity is flawed and beyond redemption, destined to die at its own hand, the tragic hero of a terrestrial pageant for whom only one final act is possible

What the history of prior extinction panics has to teach us is that this pessimism is both politically questionable and questionably productive. Our survival will depend on our ability to recognize and reject the nihilistic appraisals of humanity that inflect our fears for the future, both left and right.

As a scholar who researches the history of Western fears about human extinction, I’m often asked how I avoid sinking into despair. My answer is always that learning about the history of extinction panics is actually liberating, even a cause for optimism

Nearly every generation has thought its generation was to be the last, and yet the human species has persisted

As a character in Jeanette Winterson’s novel “The Stone Gods” says, “History is not a suicide note — it is a record of our survival.”

Contrary to the folk wisdom that insists the years immediately after World War I were a period of good times and exuberance, dark clouds often hung over the 1920s. The dread of impending disaster — from another world war, the supposed corruption of racial purity and the prospect of automated labor — saturated the period

The previous year saw the publication of the first of several installments of what many would come to consider his finest literary achievement, “The World Crisis,” a grim retrospective of World War I that laid out, as Churchill put it, the “milestones to Armageddon.

Bluntly titled “Shall We All Commit Suicide?,” the essay offered a dismal appraisal of humanity’s prospects. “Certain somber facts emerge solid, inexorable, like the shapes of mountains from drifting mist,” Churchill wrote. “Mankind has never been in this position before. Without having improved appreciably in virtue or enjoying wiser guidance, it has got into its hands for the first time the tools by which it can unfailingly accomplish its own extermination.”

The essay — with its declaration that “the story of the human race is war” and its dismay at “the march of science unfolding ever more appalling possibilities” — is filled with right-wing pathos and holds out little hope that mankind might possess the wisdom to outrun the reaper. This fatalistic assessment was shared by many, including those well to Churchill’s left.

“Are not we and they and all the race still just as much adrift in the current of circumstances as we were before 1914?” he wondered. Wells predicted that our inability to learn from the mistakes of the Great War would “carry our race on surely and inexorably to fresh wars, to shortages, hunger, miseries and social debacles, at last either to complete extinction or to a degradation beyond our present understanding.” Humanity, the don of sci-fi correctly surmised, was rushing headlong into a “scientific war” that would “make the biggest bombs of 1918 seem like little crackers.”

The pathbreaking biologist J.B.S. Haldane, another socialist, concurred with Wells’s view of warfare’s ultimate destination. In 1925, two decades before the Trinity test birthed an atomic sun over the New Mexico desert, Haldane, who experienced bombing firsthand during World War I, mused, “If we could utilize the forces which we now know to exist inside the atom, we should have such capacities for destruction that I do not know of any agency other than divine intervention which would save humanity from complete and peremptory annihilation.”

F.C.S. Schiller, a British philosopher and eugenicist, summarized the general intellectual atmosphere of the 1920s aptly: “Our best prophets are growing very anxious about our future. They are afraid we are getting to know too much and are likely to use our knowledge to commit suicide.”

Many of the same fears that keep A.I. engineers up at night — calibrating thinking machines to human values, concern that our growing reliance on technology might sap human ingenuity and even trepidation about a robot takeover — made their debut in the early 20th century.

The popular detective novelist R. Austin Freeman’s 1921 political treatise, “Social Decay and Regeneration,” warned that our reliance on new technologies was driving our species toward degradation and even annihilation

Extinction panics are, in both the literal and the vernacular senses, reactionary, animated by the elite’s anxiety about maintaining its privilege in the midst of societal change

There is a perverse comfort to dystopian thinking. The conviction that catastrophe is baked in relieves us of the moral obligation to act. But as the extinction panic of the 1920s shows us, action is possible, and these panics can recede

To whatever extent, then, that the diagnosis proved prophetic, it’s worth asking if it might have been at least partly self-fulfilling.

today’s problems are fundamentally new. So, too, must be our solutions

It is a tired observation that those who don’t know history are destined to repeat it. We live in a peculiar moment in which this wisdom is precisely inverted. Making it to the next century may well depend on learning from and repeating the tightrope walk — between technological progress and self-annihilation — that we have been doing for the past 100 years

We have gotten into the dangerous habit of outsourcing big issues — space exploration, clean energy, A.I. and the like — to private businesses and billionaires

That ideologically varied constellation of prominent figures shared a basic diagnosis of humanity and its prospects: that our species is fundamentally vicious and selfish and our destiny therefore bends inexorably toward self-destruction.

Less than a year after Churchill’s warning about the future of modern combat — “As for poison gas and chemical warfare,” he wrote, “only the first chapter has been written of a terrible book” — the 1925 Geneva Protocol was signed, an international agreement banning the use of chemical or biological weapons in combat. Despite the many horrors of World War II, chemical weapons were not deployed on European battlefields.

As for machine-age angst, there’s a lesson to learn there, too: Our panics are often puffed up, our predictions simply wrong

In 1928, H.G. Wells published a book titled “The Way the World Is Going,” with the modest subtitle “Guesses and Forecasts of the Years Ahead.” In the opening pages, he offered a summary of his age that could just as easily have been written about our turbulent 2020s. “Human life,” he wrote, “is different from what it has ever been before, and it is rapidly becoming more different.” He continued, “Perhaps never in the whole history of life before the present time, has there been a living species subjected to so fiercely urgent, many-sided and comprehensive a process of change as ours today. None at least that has survived. Transformation or extinction have been nature’s invariable alternatives. Ours is a species in an intense phase of transition.”

As our sexuality becomes ever more divorced from emotion and intimacy, a process already well underway, sex will increasingly be seen as simply a matter of provoking orgasm in the most efficient, reliable ways possible.

Human sexuality will continue to be subjected to the same commodification and mechanization as other aspects of our lives. Just as the 21st century saw friends replaced by Facebook friends, nature replaced by parks, ocean fisheries replaced by commercially farmed seafood, and sunshine largely supplanted by tanning salons, we’ll see sexual interaction reduced to mechanically provoked orgasm as human beings become ever more dominated by the machines and mechanistic thought processes that developed in our brains and societies like bacteria in a petri dish.

Gender identity will fade away as sexual interaction becomes less “human” and we grow less dependent upon binary interactions with other people. As more and more of our interactions take place with non-human partners, others’ expectations and judgments will become less relevant to the development of sexual identity, leading to greater fluidity and far less urgency and passion concerning sexual expression.

the collapse of western civilization may well be the best thing that could happen for human sexuality. Following the collapse of the consumerist, competitive mind-set that now dominates so much of human thought, we’d possibly be free to rebuild a social world more in keeping with our preagricultural origins, characterized by economies built upon sharing rather than hoarding, a politics of respect rather than of power, and a sexuality of intimacy rather than alienation.

there is no economic law that says technological progress has to benefit everyone. It’s entirely possible for the pie to get bigger and some people to get a smaller slice.” Indeed, when the digital revolution gets so cheap, fast, connected and ubiquitous you see this in three ways

those with more education start to earn much more than those without it, those with the capital to buy and operate machines earn much more than those who can just offer their labor, and those with superstar skills, who can reach global markets, earn much more than those with just slightly less talent.

the Great Recession took the biggest bite out of employment but is not the only thing affecting job loss today: why we have record productivity, wealth and innovation, yet median incomes are falling, inequality is rising and high unemployment remains persistent.

How to adapt? It will require more individual initiative. We know that it will be vital to have more of the “right” education than less, that you will need to develop skills that are complementary to technology rather than ones that can be easily replaced by it and that we need everyone to be innovating new products and services to employ the people who are being liberated from routine work by automation and software.