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Many of the plant's 2,800 employees are immigrants and refugees.

Black Hawk County Sheriff Tony Thompson visited the plant along with health officials in April. He told The New York Times that working conditions there — workers crowded elbow to elbow, not wearing face coverings — "shook me to the core."

It was around this time, according to a complaint from the family of one employee who died, that the manager of the Waterloo facility organized a "cash buy-in, winner-take-all betting pool for supervisors and managers to wager how many employees would test positive for COVID-19."

Tyson had employees move between a different Iowa plant where an outbreak was occurring and the Waterloo plant, and did not adequately test or quarantine them before they entered the Waterloo facility.

The lawsuit also alleges that supervisors outwardly denied there were cases of the virus at the Waterloo plant but began avoiding the plant floor because they were afraid of contracting the virus.

The complaint says Tyson offered $500 "thank you bonuses" to employees who showed up for every scheduled shift for three months — a policy that the plaintiffs argue incentivized sick workers to keep working.

"We're saddened by the loss of any Tyson team member and sympathize with their families. Our top priority is the health and safety of our workers, and we've implemented a host of protective measures at our facilities that meet or exceed CDC and OSHA guidance for preventing COVID-19," Mickelson said, pointing to investments the company has made in testing, temperature scanners, workspace dividers and other safety measures.

Tyson eventually announced on April 22 it would suspend operations at the plant. It reopened two weeks later.

Expanding its base of young users is vital to the company’s more than $100 billion in annual revenue, and it doesn’t want to jeopardize their engagement with the platform.

Among teens who reported suicidal thoughts, 13% of British users and 6% of American users traced the desire to kill themselves to Instagram, one presentation showed.

“Teens blame Instagram for increases in the rate of anxiety and depression,” said another slide. “This reaction was unprompted and consistent across all groups.”

More than 40% of Instagram’s users are 22 years old and younger, and about 22 million teens log onto Instagram in the U.S. each day, compared with five million teens logging onto Facebook, where young users have been shrinking for a decade, the materials show.

In public, Facebook has consistently played down the app’s negative effects on teens, and hasn’t made its research public or available to academics or lawmakers who have asked for it.

“The research that we’ve seen is that using social apps to connect with other people can have positive mental-health benefits,” CEO Mark Zuckerberg said at a congressional hearing in March 2021 when asked about children and mental health. In May, Instagram head Adam Mosseri told reporters that research he had seen suggests the app’s effects on teen well-being is likely “quite small.”

He said he believes Facebook was late to realizing there were drawbacks to connecting people in such large numbers. “I’ve been pushing very hard for us to embrace our responsibilities more broadly,” he said. He said the research into the mental-health effects on teens was valuable, and that Facebook employees ask tough questions about the platform. “For me, this isn’t dirty laundry. I’m actually very proud of this research,” he said.

What Facebook knows The Instagram documents form part of a trove of internal communications reviewed by the Journal, on areas including teen mental health, political discourse and human trafficking. They offer an unparalleled picture of how Facebook is acutely aware that the products and systems central to its business success routinely fail. The documents also show that Facebook has made minimal efforts to address these issues and plays them down in public.

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,

Some current and former fast-food workers say labor shortages merely reflect the limited appeal of low-wage work that can be physically demanding and stressful, conditions that existed long before the pandemic.

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.”

the benefits are really vivid, they are really clear. Everybody agrees that the world will be better off the faster we move. And that really wasn’t the case five or 10 years ago. There was much more muddled analysis and messaging then. And I think we have to take advantage of the new unanimity and not let people fall back on the logic of status quo bias and incumbency and just think that change is expensive and difficult

david wallace-wellsMy basic feeling is that the changes that we need are all systemic. And so the things that individuals can do to make that change are primarily through the political realm, not through their individual behavior. If we want to really halt this problem and get a handle on it, it means large, large scale changes that are beyond the capacity of individuals to enact on their own.

jane coastonHow do we get our house in order? What do I as an individual or the people listening to this podcast, how do I make this happen on my level? Knowing all of that, what do I do? What do I personally need to do? Give me a thing to do, Genevieve!

If you want to learn more about personal responsibility, I recommend Jason Marks’s article in the Sierra Club magazine, “Yes, actually, individual responsibility is essential to solving the climate crisis,” and the New York Times guest essay by Auden Schendler, “Worrying About Your Carbon Footprint is Exactly What Big Oil Wants You to Do.”

david wallace-wells

I don’t know that we have to all take on a feeling of guilt for the rise of G.D.P. under neoliberalism, because I don’t know that most of us have actually even seen that money.

ultimately, the things that we need to do to really get a hold of this are way bigger than cutting your food emissions by 10 percent or 50 percent or whatever. It’s like, the three of us in this room, we can’t build an electric grid, a solar farm. We can’t make sure that there are Tesla charging stations all across the country. We can’t re-imagine land use policy or agricultural policy. We can’t put an honest price on carbon so that when you’re buying gas, you’re actually paying for the environmental damage that’s being caused or when you’re buying an airplane ticket. Those are just things that are well outside of our capacity to control

jane coastonCould you explain what climate justice means to an audience that is me?genevieve guentherBasically, it means that the global north historically has been responsible for the vast majority of carbon pollution. And the global south has been responsible for almost none of it. Since 1990, for example, the top 10 percent of earners have been responsible for 52 percent of the growth of global emissions. And the poorest, 50 percent, who largely live in the global south, have been responsible for about 7 percent of global emissions. But that hasn’t grown at all. Historically, they have contributed nothing to the exponential growth of emissions and the increased and accelerating global heating that we’re already seeing. So the idea of climate justice is that global north nations have a moral responsibility to reduce their emissions first and faster so that there is some room left in whatever carbon budget we still have for the global south to pull themselves out of poverty.

jane coastonDavid, what do you make of what Genevieve said about the messaging about good and evil there?

david wallace-wellsI would say even more importantly, we can’t set our standard at extinction. It’s not like if we survive and avoid extinction, that that’s a success. There is huge suffering between here and there. And every degree of temperature rise is going to create more suffering. And every degree we avoid can help us avoid that.

The climate crisis has begun in the United States, too. But the real violence of it is in the global south. And I would argue that the global north doesn’t see it because the news media isn’t reporting on it and because the kind of white supremacy prevents people in this country from really recognizing that this is a violence that would feel unimaginable if it happened to their children.

genevieve guentherOK, so the first part is understanding why we have to do this. And I would argue that most Americans still don’t know enough about global heating and the climate crisis.

jane coastonYeah, but and a benefit when? Because I think a lot of this messaging relies on something that, in general, people do not like, which is, you may need to do a thing or change a thing about your life for a future that we have not yet defined. From a messaging perspective, how do we message the urgency

To think about the concrete impacts, 350,000 Americans, it’s estimated, die every single year from the air pollution from the burning of fossil fuels. That is a death toll literally equal to the 2020 death toll from COVID.

Or is it going to take so long that, in fact, things are going to spiral out of control?

within the space of a few years, by simply refusing to accept their own impotence, they have literally remade the entire landscape of global climate politics. Like in the U.S., when we have Joe Biden who Sunrise gave an F to in the primary, talking about this as an existential threat, that is because the protests worked. And they worked in an incredibly short amount of time

I personally think the high consumption, and particularly the flying of people who are in the public eye, trying to communicate the urgency of the climate crisis, is incredibly destructive to building a political movement. They’re actually doing something extremely counterproductive in my interpretation. They’re reinforcing everybody’s cognitive dissonance with their behavior, which is also a form of speech. They’re communicating that they’re not willing to make transformative changes and not willing to support transformative policies, and that, in fact, you need to use fossil fuels even to do climate work. And so, for me, I feel like the people who need to worry about their carbon footprints insofar as anybody does are the 1 percent and people in the climate movement.

here are huge, huge health consequences from this pollution. It may be the case that air pollution may even be a bigger crisis than climate change. That is how dramatic these impacts are. They happen to be caused largely by the same thing so we can solve them at the same time, but we’re talking about rising rates of respiratory disease and coronary disease and cancers of all kinds and Alzheimer’s and dementia and ADHD and criminality and premature birth and low birth weight. And just every aspect of human flourishing is damaged by the pollution that is produced by the burning of fossil fuels

david wallace-wellsIt’s really, really stark, as Genevieve lays out, that it is the wealthy countries of the world and the wealthy people of the world who have engineered this crisis. So whenever we hear about the problem of India, the problem of electrifying sub-Saharan Africa, these are problems. We need to figure them out and do them clean in a way that doesn’t imperil the future of the planet. But those are only problems that we have to deal with now because of the development patterns that countries like ours and across northern Europe went through over the last few decades and centuries.

Half of all emissions in the entire history of humanity have come in the last 30 years. Now since Al Gore published his first book on warming, you know I often joke it’s since the premiere of “Friends,” which means that, actually, the people who have done the lion’s share of the damage to the planet are alive today. And it is true, of course, that the people who have been running Shell and Chevron and ExxonMobil have much more responsibility than I do or Genevieve does or Jane does. But it is also the case that all of us have benefited in significant ways from economic activity that has been powered by fossil fuels and to which we could have raised louder objections earlier.

genevieve guentherI think it’s worthwhile to point out that the vast majority of Americans are literally going to be richer once we have decarbonized, because their electricity, their heating, their transportation, and their health care costs are going to go down significantl

genevieve guentherPick one. Do it once a week, and things will change. First thing is vote. You can’t do that once a week, but vote in every election. Vote

some of the actions that you’re talking about, the individual actions, I think can be useful in terms of generating small scale political energy that can eventually sort of trickle up into politics. Leaders see that we’re making changes. They see that we’re demanding changes. They may feel more comfortable making those changes themselves.

We as a culture need to normalize that it’s actually healthy not to be happy in the face of climate change and that it doesn’t mean we’re failed Americans. It means that we’re actually human beings who are having an appropriate and ethical moral response to the suffering that is coming in the pipe for everybody, also our own children

Or you can donate to groups that are working on electoral politics directly, like the Environmental Voter Project or Stacey Abrams’s Verified Action

david wallace-wellsHonestly, the person I was talking to was the United States. I mean, that is the perspective that we have as a country. And as guilty as I feel as responsible as I feel, as I’m sure, Genevieve, and to some extent, Jane, you feel, all of us are actually behaving in ways that are imposing that kind of suffering on people elsewhere in the world. It’s almost unavoidable, given the systems that we live in today. And that is really horrifying. But I think the more clearly that we can see that, the more likely we are to be demanding real change of our leaders and the systems in which we live

david wallace-wellsWell, some of them can matter in limiting your carbon footprint. So if you don’t eat beef, if you don’t take airplanes, if you drive an electric car, you’re probably pretty far along in reducing your own carbon footprint. And that is one measure of climate responsibility, carbon responsibility

The ability to put your preferred candidates in office is a huge part of the climate fight

david wallace-wellsI think that this story is one about our responsibility towards other humans, in which collectively, human behavior has imperiled the future of the planet. I think as a result, we have to talk about it in terms of good and evil, that there are very obvious sides.

And it is borne disproportionately by Black and Brown and poor people.

genevieve guentherI actually agree with David. This is a systemic problem that is only going to be solved by governments and large corporations leading the transformation of our economies to zero-emission economies. That said, rich people across the globe have a responsibility, a personal responsibility, to reduce their discretionary emissions, to reduce their consumption, both for climate justice reasons and also simply because we need them to do it if we’re going to meet our emissions targets and halt global heating.

what is hopeful about these net zero pledges, even as they are greenwashing, is the fact that these companies feel pressure to make them at all, right? This is a sea change in politics. If they can’t actually transform, they’re going to be pushed out, and new incumbents are going to come in. And the question is, can we do this fast enough to halt global warming in time to preserve much of the habitable world?

The second piece is a kind of climate communication that shows people how this is going to affect them. Most people think of this as a crisis that’s for the global south or for the distant future or for our grandchildren’s grandchildren or whatever. And it’s up to every single communicator, as far as I’m concerned, to make it clear in really concrete embodied terms what this crisis is going to mean for the children who are alive today.

When I started writing about climate five years ago, I would not have thought that this kind of political change was at all possible. We are living through what is a genuinely unprecedented global climate awakening, which has totally changed the landscape of what is possible. And it really has made the world and the future look sunnier

famously last year, Drew Shindell, who’s an air pollution expert at Duke, testified before U.S. Congress saying that a green transition of the American energy system would entirely pay for itself through the public health benefits of cleaner air. You could put aside all of the climate impacts. You could put aside all the benefits of cheaper electricity. And just because we would be healthier as a result, even in the U.S. where air is already clean, the dollars and cents would add up and make that a very, very clear win for all of us

here’s another thing you can do. You can organize your workplace to ask your company to make greener business decisions or to lobby Congress for climate policies

once they’re in office, keep pressuring them. Call their D.C. offices. Call their local offices. Send them emails regularly

he dynamic is even more horrifying elsewhere in the world where other countries have much dirtier air than we do. Estimates are as high as 10 million people globally dying of air pollution every single year, 8.7 million of them from the burning of fossil fuels

then the third piece of that is really showing how making these changes that are required would be such a benefit to them.

that you have to live like a monk to make this work. That may have been, to some degree, true 25, 30 years ago when the alternative systems that we now see right around the corner were much farther away in the distance and much more expensive. But it just isn’t the case now that to green our economy will require an enormous burden

when we think of it simply in terms of, is the economy going to grow faster or is it going to go slower, I think we really, really miss the huge, huge public health consequences of continuing running the systems as we are running them today, and also the huge benefits we would get from getting off those systems

david wallace-wellsIn 2070, we’re in a net zero world. Nobody has a carbon footprint. So having more kids is not going to make one difference in either direction. And I think we’re still in a place where we can keep that goal in mind and fight to make that possible so that we don’t have to do things like reduce family size.

I had this interaction just before the pandemic at an event I did. I keep thinking about it. I think about it maybe every week, maybe every day, where I gave a talk about looking at how dire some of these situations could be. And afterwards, somebody came up to me who assured me that he was not a climate denier. And then he said, so really, how bad is it going to get? And I said, well, at two degrees, we’re talking about 150 million people dying of air pollution. And he said, but that’s out of 8 billion. And I said, well, yeah, I mean, I’m not talking about the total extinction of the human race here, but 150 million is 150 million. That’s 25 Holocausts. And he said, but out of 8 billion.

the true, are we going to make humans extinct, kind of futures that we were talking about as slim but real possibilities a few years ago, I think are much, much less likely today. And that is in large part the result of climate protests by people who started their activism within the last few years.

genevieve guentherAnd just say that the word “responsibility” has two different definitions, right? There’s the sense of responsibility as guilt. Who is responsible for this crime? Who has to pay the price? But then there’s responsibility as duty. Who’s going to take responsibility for cleaning up this mess?

There is a very small ask that can be made, which is just to support the people who support aggressive climate action. We’re talking about massive, immediate, or quasi immediate payback for all of the investments we’re making.

If you don’t have the time to do that, donate money. Donate money to organizations that are putting their bodies on the line. Here are some of them— Sunrise, Fridays for Future

finally, one of the most impactful things that you can do is simply talk about climate change in your social networks, especially when it feels most socially awkward and embarrassing. Because unless we continue to break the kind of conspiracy of climate silence that allows people to look away, we’re not actually going to have the kind of pressure internally and psychologically in people that will help them join the climate movemen

genevieve guentherWell, let me contextualize this for a moment. The concept of the carbon footprint is actually a legitimate concept in sustainability research. It was developed by two researchers in the 1990s

What is the 1 percent? In the United States, I would define the 1% as people making $450,000 a year and above. So it’s hard to imagine how much consumption is normalized among these people. It is not at all considered wasteful to buy a new SUV every two or three years as new models come out. It is not all considered extravagant to fly up to 20 times a year. It is not at all horrific to buy an entirely new wardrobe two or three times a year and throw it all away. In fact, this is considered a signal that you are in the rich group and that you are living your best life.

it actually has to be done right now. We don’t get another shot at this.

Do my personal actions, be they avoiding plastic straws or composting or calculating my personal carbon footprint, as oil companies seem to really want me to do, or switching light bulbs or becoming a vegetarian, in the scheme of averting climate change or mitigating climate change, do those actions really matter?

I think that there are certain actors who have played hugely disproportionate, often toxic, roles in that story, namely the fossil fuel industry and their allies in political power, not just in the U.S. but all around the world.

that’s not to say that that person is as culpable as the CEOs of ExxonMobil. Obviously, there’s a huge spectrum of culpability, but I think that a huge majority of Americans are understandably viewed by people elsewhere in the world as contributing to the problem as opposed to contributing to the solution, and that we should not dismiss that judgment because we happen to think, well, I was just doing it for myself, or I was just acting in the system in which I live. We should take seriously that judgment and try to think about what we can do to sort of make it right, so to speak.

But BP extracted this concept from academia and created a multimillion dollar campaign, trying to change the discourse of the climate crisis and make, as you said, Jane, everybody feel responsible for causing the climate crisis, but also feeling responsible for solving it by doing things like no longer driving or no longer flying or no longer eating beef or turning off lights or using plastic straws. And as David said, this is impossible. Even if every single one of us brought our personal carbon emissions down to zero, we would not halt global heating.

number two, join a campaign or an activist group. There are local chapters of groups called the Sunrise Movement and 350.org in many communities. If you’re really hardcore, you can join Extinction Rebellion

It will require an investment, but that will sort of pay for itself in the relatively short term. And so we’re now in a situation where a lot of people often think that moving into a sustainable future is going to make their lives suck. And the truth is that just isn’t the case, but that is what the companies that are profiting from the status quo would like you to think because nobody wants their lives to suck.

I think we need to really tell the climate story as a story of good and evil because these people have known for decades what their products were going to do. And not only did they keep producing and selling fossil fuels, they lied about it. They lied about what they knew. And they tried to do everything they could to capture our political system just to sustain their own wealth and power. I think that’s pretty bad. It’s criminal. It’s absolutely criminal.

some of the changes that you’re talking about, people are compelled to do because they don’t want to feel a part of the ugliness of the destruction of the planet, more than because they’re making a rational calculation about how best to use their time and what they can do that has the highest impact

But the fossil fuel industry, as part of their disinformation campaign, wants to make everyone feel helpless, feel overwhelmed, and wants to shift our attention away from the political action that has a chance of resolving the climate crisis to what can’t possibly work, which is focusing on our carbon footprint.

I just don’t think that that’s the end all, be all of it, because I do think that many people, even today, think, OK, I want the future to be stable and green and prosperous. But I don’t want to pay $1 more at the pump for a gallon of gas and may actually vote in an election on that basis

That said, reducing the discretionary emissions of the top 1 percent is actually a piece of the decarbonization puzzle. So, if the top 10 percent reduced their carbon emissions do

n to the level of the average European, which is still quite significant — eight tons a year — we would be about one-third of the way to decarbonizing our systems. So we emit as a globe about 30 gigatons of carbon dioxide a year. And this reduction in luxury consumption would reduce emissions by about 10 gigatons a year. So that is just a staggering number.

Most of the people who are listening to this podcast and nobody in this room, for sure, is responsible for causing the climate crisis. But we’re all responsible for now solving it to the best way that we can.

Greenpeace. And here are some social justice organizations — UPROSE and WE ACT. There are also two new organizations who are writing climate policy in a new way and lobbying on the Hill to get them passed. They are Climate Power and Evergreen Action.

While there is a sort of transition bump and we should have public policy that addresses it, especially for communities who are already suffering, it’s also the case that the obvious economic logic is also the obvious environmental logic here. These are no longer in tension.

for me, that answer is really exclusively through a political engagement and political activism because we really need to shake the whole infrastructure of the world. And the only people who are capable of doing that are the people who are in corridors of power in politics and the corporate worl

Not only is the process still prohibitively expensive, research has shown that so far it hasn’t been very effective. A 2019 study at Stanford University found that current carbon capture projects miss well more than half of the carbon dioxide in emissions.

Project Tundra’s managers hope they can achieve a significant breakthrough, aiming to capture 90 percent of the CO2 once they have the project in operation. Essentially, the carbon dioxide would be absorbed out of the “flue gas,” or exhaust, by amine-based solvents, which would be pumped to a regeneration unit that would heat the solvents and free the CO2 again, in a pure form. Then it would be condensed and pumped to natural caverns deep underground.

For now the project is still in the design and engineering phase, together with financial analysis. Equipment at the site has been used to test the process; now the results are being analyzed. If the pieces fall into place and the project gets a green light from regulators and company officials, construction could get started as early as next year.

“This carbon sequestration project really gets us excited,” he said. “It gives coal a role in stabilizing the grid.” He added: “If there are better solutions than coal out there, so be it. We just believe those solutions don’t exist.”

There are warning signs, nonetheless. Even though the price of oil has bounced back after the disastrous months when the pandemic struck last year, and production at existing wells is humming along, there’s little new drilling in the Bakken. The number of rigs has fallen from 55 in early 2020 to 23 today.

Her attitude about the coal-powered electricity she uses in her car is that it’s not great, it’s probably on the way out, it’s better than using gasoline.“Gas is a continuous circle of energy wastage,” she said. “You have to use energy to extract it, you have to use energy to transport it, you have to use energy to refine it, you have to use energy to transport it back.

Kathy Neset moved to the Bakken with a degree in geology from Brown University in 1979 and built a successful oil-field consulting company on the vast, windswept jumble of low hills and ridges, once good only for cattle raising. She understands perfectly well that electric cars are coming, yet she has faith that new uses for petroleum will keep the oil sector in business.

“Do we blow away like tumbleweeds? Or do we evolve?” she said in an interview at her gleaming office building in Tioga, N.D. “This is an industry that has a history of adopting, evolving and changing with the nation. I don’t see oil going away in any of our lifetimes. It’s our way of life. Where we lose out on transportation we will gain on new technologies.”

Destiny Wolf, 39, an upbeat advocate for electric vehicles, also feels the stigma of driving a Tesla — in her case a Model 3.Oil workers, Wolf said, see electric vehicles as an attack on their livelihoods. “You know, sitting there at a red light, they drive up, roll down their windows, they start yelling and cursing at me,” she said. “If that’s your existence, it’s really sad.”

Neset said she believes that investment firms, especially those that have signed on to corporate governance protocols that embrace environmental and social goals, “just don’t want to put their capital into new drilling until we figure out a way to handle this in a clean way.”

“In rural America there is very little you can do without that [oil],” Ness said. “We just don’t have opportunities here. It enables us to build schools, rather than close schools.”

Charles Gorecki, CEO of an incubator at the University of North Dakota called the Energy and Environmental Research Center, is promoting a plan similar to the coal industry’s Project Tundra. But it would go further — he envisions the injection of carbon dioxide into deep caverns as a way of enhancing the extraction of more oil. More carbon would go into the ground than would come out of it as petroleum, he said. North Dakota could even import carbon dioxide from other states.

“There is an enormous amount of space to store CO2,” he said. “What we need to do is make it an economically attractive option. The goal is to reduce carbon emissions. It should be by any and all means.”

A new state body called the Clean Sustainable Energy Authority is charged with promoting clean-energy technologies — with the understanding that the energy being talked about is from coal, oil or natural gas. Carbon capture is one idea; another is hydrogen-powered vehicles, using “blue” hydrogen from natural gas.

“Even if we transition to all electric vehicles and hydrogen vehicles, North Dakota will have a part to play,” said Joel Brown, a member of the CSEA. “I think of it as a moonshot for the state of North Dakota.”

In the history of the Bakken, 3 billion barrels of oil have been pumped out. Brown said 30 billion to 40 billion more barrels is still in the ground and recoverable.

“We have to make that Bakken barrel just a little bit cleaner than every other barrel in the world,” said Ron Ness, head of the North Dakota Petroleum Council, a trade group. “You look at the standard American family and the affordability of the combustion engine, and I think gasoline is going to be around for a long time.”

North Dakota went from being the 10th-largest oil-producing state in 2005 to the second in 2015.

Watford City is in McKenzie County, which between 2010 and 2019 was the fastest-growing county in the United States, according to census figures. In the late 1990s, said Steve Holen, the school superintendent, people thought the county would soon have nothing but bison and nursing homes. Oil changed all that, and residents are reluctant to let that go.

So the oil sector, too, is putting its chips on carbon capture.

Consequently, there’s a widespread conviction in the Bakken that electric vehicles will never amount to much. “It’s a cultural challenge,” said Neset. “I’m not sure how many of these cowboys and cowgirls are going to want to jump in an electric car.”

A question about EVs that was put to a Bakken Facebook group elicited scathing, vulgar responses. “Let the retirees living in Florida, Arizona and California buy them. I am from North Dakota, give me a gas guzzling ‘truck,’” wrote one.

“Anyone that supports electric over gas and works in the Bakken is a hypocrite. Your job revolves around oil. No oil = No job for most. Easiest math I have ever done,” wrote another.

“Never, ever, ever,” wrote a third.But there are signs this hostility to electric is cracking.

The third and largest strain is the young. They grew up in the era of Facebook and MSNBC and identity politics. They went to colleges smothered by progressive sermonizing. And they reacted by running in the other direction

I couldn’t quite suppress the disturbing voice in my head saying, “If you were 22, maybe you’d be here too.”

Conservatives have always inveighed against the cultural elite—the media, the universities, Hollywood. But in the Information Age, the purveyors of culture are now corporate titans.

The national conservatives thus describe a world in which the corporate elite, the media elite, the political elite, and the academic elite have all coagulated into one axis of evil, dominating every institution and controlling the channels of thought.

At the heart of this blue oligarchy are the great masters of surveillance capitalism, the Big Tech czars who decide in secret what ideas get promoted, what stories get suppressed

In the NatCon worldview, the profiteers of surveillance capitalism see all and control all

“Big Business is not our ally,” Marco Rubio argued. “They are eager culture warriors who use the language of wokeness to cover free-market capitalism.”

The “entire phalanx of Big Business has gone hard left,” Cruz said. “We’ve seen Big Business, the Fortune 500, becoming the economic enforcers of the hard left. Name five Fortune 500 CEOs who are even remotely right of center.”

The idea that the left controls absolutely everything—from your smartphone to the money supply to your third grader’s curriculum—explains the apocalyptic tone

“We are confronted now by a systematic effort to dismantle our society, our traditions, our economy, and our way of life,” said Rubio.

The first great project of the national conservatives is to man the barricades in the culture war. These people have certainly done their homework when it comes to cultural Marxism—how the left has learned to dominate culture and how the right now needs to copy their techniques

The first interesting debate among the NatCons is philosophical: Should we fight to preserve the classical-liberal order or is it necessary to abandon it?

Some of the speakers at the conference were in fact classical liberals, who believe in free speech, intellectual debate, and neutral government

Glenn Loury gave an impassioned speech against cancel culture, the illiberal left, and the hyper-racialized group consciousness that divides people into opposing racial camps.

But others argued that this sort of liberalism is a luxury we cannot afford. The country is under assault from a Marxist oligarchy that wants to impose its own pseudo-religious doctrine.

If you try to repulse that with pallid liberalism, with weak calls for free speech and tolerance, you’ll end up getting run over by those who possess fanatical zeal, economic power, and cultural might.

Yoram Hazony, the chief intellectual architect of national conservatism, is an Orthodox Jew who went to Princeton before moving to Israel. He argues that you can’t have a society that embraces government neutrality and tries to relegate values to the private sphere.

If conservatives want to stand up to the pseudo-religion of wokeism, they have to put traditional religion at the center of their political project.

Another Israeli political philosopher at the conference, Ofir Haivry, argued that Americans shouldn’t delude themselves into thinking that a nation is built out of high-minded liberal abstractions, like the Bill of Rights. A nation is, instead, a cultural tradition, a common language, a set of rituals and beliefs, and a religious order—a collective cultural identity.

For his part, Hazony argued that the American cultural identity is Christian—and has to be if it is not going to succumb to the woke onslaught. If 80 percent of Americans are Christian, Hazony reasoned, then Christian values should dominate.

The problem in America, Hazony continued, is that LGBTQ activists today, like American Jews in the 1950s, are trying to expel Christianity from the public square.

Hazony said. “Above all else we’ve got to get God and scripture back in the schools.”

Another interesting debate among the NatCons is political and economic.

Conservatives have got the culture-war act down. Trump was a culture-war president with almost no policy arm attached. The question conservatives at the conference were asking was how to move beyond owning the libs to effecting actual change.

Christopher Rufo, the architect of this year’s school-board-meeting protests against critical race theory, argued that conservatives had erred when they tried to slowly gain power in elite cultural institutions.

Instead, Rufo argued, they should rally the masses to get state legislatures to pass laws embracing their values. That’s essentially what’s now happening across red America.

My old friend Rod Dreher of The American Conservative argued that because the left controls the commanding heights of the culture and the economy, the only institution the right has a shot at influencing is the state.

“We need to quit being satisfied with owning the libs, and save our country,” Dreher said. “We need to unapologetically embrace the use of state power.”

The culture war merges with the economic-class war—and a new right emerges in which an intellectual cadre, the national conservatives, rallies the proletarian masses against the cultural/corporate elites.

This is national conservatism pursued to its logical conclusion: using state power to break up and humble the big corporations and to push back against coastal cultural values.

Orbán, in Dreher’s view, understands the civilizational stakes of the culture war; he has, for instance, used the power of the state to limit how much transgenderism can be taught to children in schools. “Our team talks incessantly about how horrible wokeness is,” Dreher said at the conference. “Orbán actually does something about it.”

Trump’s devastation of the old order produced a grand struggle on the right to build a new one on Trumpian populist lines.

They are wrong, too, to think there is a wokeist Anschluss taking over all the institutions of American life.

Furthermore, if Hazony thinks America is about to return to Christian dominance, he’s living in 1956.

there is something extremely off-putting about the NatCon public pose. In person, as I say, I find many of them charming, warm, and friendly. But their public posture is dominated by the psychology of threat and menace. If there was one expression of sympathy, kindness, or grace uttered from the podium in Orlando, I did not hear it. But I did hear callousness, invocations of combat, and whiffs of brutality.

One big thing the NatCons are right about is that in the Information Age, the cultural and corporate elites have merged.

Right-wing parties around the world are gradually becoming working-class parties that stand against the economic interests and cultural preferences of the highly educated.

Left-wing parties are now rooted in the rich metro areas and are more and more becoming an unsteady alliance between young AOC left-populists and Google.

NatCons are also probably right that conservatism is going to get a lot more statist.

Marco Rubio countered by, in effect, arguing that you can’t rally cultural populists if you are not also going to do something for them economically. Cultural populism leads to economic populism.

Over the past few decades there have been various efforts to replace the Reagan Paradigm: the national-greatness conservatism of John McCain; the compassionate conservatism of George W. Bush; the Reformicon conservatism of the D.C. think tanks in the 21st century

the Trumpian onslaught succeeded where these movements have so far fizzled because Trump understood better than they did the coalescence of the new American cultural/corporate elite and the potency of populist anger against it.

the alarming future of the American right: the fusing of the culture war and the class war into one epic Marxist Götterdämmerung.

the disconcerting reality is that America’s rarified NatCon World is just one piece of a larger illiberal populist revolt that is strong and rising.

It worked—there was no fighting in Pavlopil

sporadic shooting continues in eastern Ukraine. Just on October 12th, the day of an EU-Ukraine summit in Kyiv, monitors counted nearly 300 ceasefire violations

Mr Putin wrote an essay in July expanding his argument that Russia and Ukraine are a single nation. Since he has already annexed Crimea, a Ukrainian peninsula, and sponsored the takeover of a big chunk of eastern Ukraine by ethnic Russian separatists, Ukrainians take his threats seriously

Russia will turn off the gas again

In 2009 it shut off the flow of gas through Ukraine for two weeks. This cost Russia a fortune, since its gas needs to pass through Ukraine to reach customers in Europe

Once it opens—which could be soon, though it is subject to legal and diplomatic challenges—Mr Putin will be able to choke off supplies to Ukraine almost at will

Technically Ukraine does not buy gas directly from Russia, but from downstream countries such as Hungary

it takes Russian gas in the east and substitutes its own gas, which is produced in the west of Ukraine, for transmission onwards. So if the flow through Ukraine were to stop, the east of the country would be in trouble

President Volodymyr Zelensky seeks shelter for his country inside NATO and the EU. But this is a non-starter. NATO members do not want to extend their principle of “an attack on one is an attack on all” to a country that Russia has already attacked.

Mr Zelensky’s first taste of geopolitics was when President Donald Trump urged him to supply dirt on Joe Biden, with a veiled threat that American support for Ukraine’s security might depend on his co-operation.

To cement relations with Germany, he waived sanctions that might have blocked Nord Stream 2 in May.

Oligarchs dominate the economy, control two of the bigger political parties and put other lawmakers on retainer. The IMF hesitates to throw money at a state from which billions have been stolen with apparent impunity.

Before the war two-thirds of people in Mariupol supported a pro-Russia political party. That share has halved. Mr Putin’s aggression has alienated the very people he claims to defend

Yet Russia still has a hand on Mariupol’s throat. The amount of cargo processed in its port has halved since 2012, first because of the war, then because Mr Putin made it harder for big ships to reach it from the Black Sea.

critics wonder if it is healthy for a city to depend so much on one tycoon. Mr Akhmetov is thought to be Ukraine’s richest man.

Mr Zelensky, a former comedian, has vowed to cut Ukraine’s oligarchs down to size. He is expected to sign a new law soon, which would allow a panel he appoints to label as “oligarchs” anyone who is very rich, finances a political party and controls media assets. This would make it harder for anyone so labelled to raise capital.

They also worry that the law might give Mr Zelensky too much discretion to cow his enemies and force them to sell their television channels to his friends.

His firms have huge unpaid debts to Naftogaz, the state wholesale supplier. This is money that could have been invested to raise domestic gas production. Meanwhile, a new Naftogaz CEO appointed by Mr Zelensky agreed to pay the state a fat dividend out of the firm’s frosty-day fund. This will help Mr Zelensky build roads, which are popular.

"Seafood is an industry that is wrought with not necessarily fraud but opacity or darkness within the supply chain," says the company's CEO and co-founder Sean Dennis."It is very difficult for buyers to know where they're getting their seafood from," he adds.

The code links to a web page that tells them when and where their fish was caught, how it was transported, and provides necessary certifications to verify it was sustainably sourced.

he kitchen's executive sous chef Marco Acquaroli says there is a lot of "fake product or fake naming" on menus around the world. "Here we are looking for freshness, quality, sustainability and traceability."

Because Seafood Souq tracks every point on the supply chain, Dennis says it can provide accurate data. "Traceability ... really addresses the inefficiencies within the supply chain," he says.

"We're very happy now," says Acquaroli. "Our guests (are) 100% sure where the fish was in the last 24 hours."

Haugen filed at least eight complaints with the Securities and Exchange Commission alleging that the company is hiding research about its shortcomings from investors and the public.

Haugen, who started at Facebook in 2019 after previously working for other tech giants like Google (GOOGL GOOGLE) and Pinterest (PINS), is set to testify on Tuesday before the Senate Subcommittee on Consumer Protection, Product Safety, and Data Security.

Facebook has aggressively pushed back against the reports, calling many of the claims "misleading" and arguing that its apps do more good than harm.

Lena Pietsch said in a statement to CNN Business immediately following the "60 Minutes" interview. "We continue to make significant improvements to tackle the spread of misinformation and harmful content. To suggest we encourage bad content and do nothing is just not true."

Pietsch released a more than 700-word statement laying out what it called "missing facts" from the segment

Haugen said she believes Facebook Founder and CEO Mark Zuckerberg "never set out to make a hateful platform, but he has allowed choices to be made where the side effects of those choices are that hateful and polarizing content gets more distribution and more reach."

Haugen said she was recruited by Facebook in 2019 and took the job to work on addressing misinformation. But after the company decided to dissolve its civic integrity team shortly after the 2020 Presidential Election, her feelings about the company started to change.

The social media company's algorithm that's designed to show users content that they're most likely to engage with is responsible for many of its problems

Haugen said that while "no one at Facebook is malevolent ... the incentives are misaligned."

the more anger that they get exposed to, the more they interact and the more they consume."

Meanwhile, donors such as Tesla CEO Elon Musk, disgraced FTX founder Sam Bankman-Fried, Skype founder Jaan Tallinn and ethereum co-founder Vitalik Buterin — as well as institutions like Open Philanthropy, a charitable organization started by billionaire Facebook co-founder Dustin Moskovitz — have worked to push doomsayers from the tech industry’s margins into the mainstream.

More recently, wealthy tech philanthropists have begun recruiting an army of elite college students to prioritize the fight against rogue AI over other threats

Other skeptics, like venture capitalist Marc Andreessen, are AI boosters who say that hyping such fears will impede the technology’s progress.

Critics call the AI safety movement unscientific. They say its claims about existential risk can sound closer to a religion than research

And while the sci-fi narrative resonates with public fears about runaway AI, critics say it obsesses over one kind of catastrophe to the exclusion of many others.

Open Philanthropy spokesperson Mike Levine said harms like algorithmic racism deserve a robust response. But he said those problems stem from the same root issue: AI systems not behaving as their programmers intended. The theoretical risks “were not garnering sufficient attention from others — in part because these issues were perceived as speculative,” Levine said in a statement. He compared the nonprofit’s AI focus to its work on pandemics, which also was regarded as theoretical until the coronavirus emerged.

Among the reputational hazards of the AI safety movement is its association with an array of controversial figures and ideas, like EA, which is also known for recruiting ambitious young people on elite college campuses.

The foundation began prioritizing existential risks around AI in 2016,

there was little status or money to be gained by focusing on risks. So the nonprofit set out to build a pipeline of young people who would filter into top companies and agitate for change from the insid

Colleges have been key to this growth strategy, serving as both a pathway to prestige and a recruiting ground for idealistic talent

The clubs train students in machine learning and help them find jobs in AI start-ups or one of the many nonprofit groups dedicated to AI safety.

Many of these newly minted student leaders view rogue AI as an urgent and neglected threat, potentially rivaling climate change in its ability to end human life. Many see advanced AI as the Manhattan Project of their generation

Despite the school’s ties to Silicon Valley, Mukobi said it lags behind nearby UC Berkeley, where younger faculty members research AI alignment, the term for embedding human ethics into AI systems.

Mukobi joined Stanford’s club for effective altruism, known as EA, a philosophical movement that advocates doing maximum good by calculating the expected value of charitable acts, like protecting the future from runaway AI. By 2022, AI capabilities were advancing all around him — wild developments that made those warnings seem prescient.

At Stanford, Open Philanthropy awarded Luby and Edwards more than $1.5 million in grants to launch the Stanford Existential Risk Initiative, which supports student research in the growing field known as “AI safety” or “AI alignment.

from the start EA was intertwined with tech subcultures interested in futurism and rationalist thought. Over time, global poverty slid down the cause list, while rogue AI climbed toward the top.

In the past year, EA has been beset by scandal, including the fall of Bankman-Fried, one of its largest donors

Another key figure, Oxford philosopher Nick Bostrom, whose 2014 bestseller “Superintelligence” is essential reading in EA circles, met public uproar when a decades-old diatribe about IQ surfaced in January.

Programming future AI systems to share human values could mean “an amazing world free from diseases, poverty, and suffering,” while failure could unleash “human extinction or our permanent disempowerment,” Mukobi wrote, offering free boba tea to anyone who attended the 30-minute intro.

Open Philanthropy’s new university fellowship offers a hefty direct deposit: undergraduate leaders receive as much as $80,000 a year, plus $14,500 for health insurance, and up to $100,000 a year to cover group expenses.

Student leaders have access to a glut of resources from donor-sponsored organizations, including an “AI Safety Fundamentals” curriculum developed by an OpenAI employee.

Interest in the topic is also growing among Stanford faculty members, Edwards said. He noted that a new postdoctoral fellow will lead a class on alignment next semester in Stanford’s storied computer science department.

Edwards discovered that shared online forums function like a form of peer review, with authors changing their original text in response to the comments

Mukobi feels energized about the growing consensus that these risks are worth exploring. He heard students talking about AI safety in the halls of Gates, the computer science building, in May after Geoffrey Hinton, another “godfather” of AI, quit Google to warn about AI. By the end of the year, Mukobi thinks the subject could be a dinner-table topic, just like climate change or the war in Ukraine.

Luby, Edwards’s teaching partner for the class on human extinction, also seems to find these arguments persuasive. He had already rearranged the order of his AI lesson plans to help students see the imminent risks from AI. No one needs to “drink the EA Kool-Aid” to have genuine concerns, he said.

Edwards, on the other hand, still sees things like climate change as a bigger threat than rogue AI. But ChatGPT and the rapid release of AI models has convinced him that there should be room to think about AI safety.

Interested students join reading groups where they get free copies of books like “The Precipice,” and may spend hours reading the latest alignment papers, posting career advice on the Effective Altruism forum, or adjusting their P(doom), a subjective estimate of the probability that advanced AI will end badly. The grants, travel, leadership roles for inexperienced graduates and sponsored co-working spaces build a close-knit community.

The course will not be taught by students or outside experts. Instead, he said, it “will be a regular Stanford class.”

They need suppliers in the aggregate—they need goods on the shelves and articles in the feed. But if any specific supplier (your pickle company, BuzzFeed News) goes out of business—that doesn’t matter to them. Because there are a million others waiting to take their place.

Why did these suppliers go along with Wal-Mart’s demands? Because Wal-Mart was such a large portion of their sales that they had no choice. Once your product is being sold in Wal-Mart, you cannot afford for it not to be sold in Wal-Mart. If you walk away from Wal-Mart, there is no alternate retail pathway on which to unload the excess volume you now make.

As one CEO told Fishman for his book, the experience of agreeing to let Wal-Mart sell his company’s product was like getting in bed with the mafia. He got squeezed and squeezed until his business died.

As an economic matter, Wal-Mart and Facebook are the same. Both are aggregators. Wal-Mart of retail products; Facebook of content

But sometimes Wal-Mart’s demands are catastrophic for suppliers.

And that is the story of the social media age of news.

That’s the future of the media business. Period.

The fundamental problem with aggregators in the news business is that the publications themselves are supposed to be the aggregator.

What is the New York Times, or the Atlantic, or The Bulwark, but an aggregation of news content? Once you, as a publication, disaggregate your content so that other platforms can aggregate it along with content from everywhere else, then you have begun to give away your economic power.

The goal for media companies is to titrate the optimal point where your institution allows enough disaggregation of content to seed wider interest in the whole—but not so much that it gives away the greatest part of its economic power.

The key concept is that every media organization should see itself as a platform. Which means prioritizing a direct relationship with the audience over everything else.

One of the things these media outlets learned over the last decade is that while they evolved so that they needed Facebook in order to survive, Facebook didn’t need them. At all.

That’s what podcasts are.3 People tend to think about podcasting as an alternate form of radio, but that's not right. A podcast is a direct feed from creator to listener that prevents the station manager or the network executive from aggregating the creator's work with others'.

That’s what the New York Times and the Atlantic have done by prioritizing their subscription audiences and getting away from Facebook.

And that’s what Substack and the newsletter revolution is.4

One of the reasons I like Substack is that the company has positioned itself as a utility and not an aggregator. This choice explains why Substack is good for publishers, but has never really been a darling of the VC world. It’s hard to be a unicorn as a utility. (Though it can be done; see Stripe.)

Shephard, the lash association president, said the robots are an exciting addition to the industry. “Robot services may be an option for those who currently don’t get lash extensions because of the time and cost of the human experience. And robots can target a different type of clientele, which may expand and help our industry grow even further,” Shephard said. “There’s space for both of us.”

“Robots can help by making certain things better,” Hauser said. He said human lash artists may be less precise than robots and clients could end up with glue in their eyes. “Precision and repetition are the things the robots are really good for.”

the customer’s face, and another is focused on the station where the robot picks up the extension.

The Mexican author Octavio Paz, in his 1950 book, The Labyrinth of Solitude, described the pachuco (a word used to refer to young Mexican American men, many of them gang members, in the mid-1900s) as a “pariah, a man who belongs nowhere,” alienated from his Mexican roots but not quite of the United States either.

Gloria Anzaldúa, in her 1987 classic, Borderlands/La Frontera, described Chicana identity as the product of life along the U.S.-Mexico border, “una herida abierta [an open wound] where the Third World grates against the first and bleeds.”

We need to understand that they want the same freedoms, comforts, and securities that all people have wanted since the beginning of civilization: to have a “home with a place to paint, or a big, comfortable chair to sit in and read under a lamp, with a cushion under the small of our backs.”

offers a more intimate look into the barrios, homes, and minds of people who, he argues, have been badly, and sometimes willfully, misunderstood.

Tobar’s main focus is on how the migrant experience has shaped Latino identity.

More than these other works, though, it engages in contemporary debates and issues, such as how Latinos have related to Blackness and indigeneity, the question of why some Latinos choose to identify as white, and the political conservatism of certain Latino communities

“To be Latino in the United States,” Tobar writes, “is to see yourself portrayed, again and again, as an intellectually and physically diminished subject in stories told by others.”

Even when migrants survive the journey and settle across the United States, Tobar sees a dark thread connecting them: “Our ancestors,” he writes, “have escaped marching armies, coups d’état, secret torture rooms, Stalinist surveillance, and the outrages of rural police forces.” Tobar is referring here to the domestic conflicts, fueled by the U.S. military, in Guatemala, Cuba, El Salvador, Nicaragua, and other countries during the Cold War, leading to unrest and forcing civilians in those places to flee northward.

For Tobar, this history of violence is something all Latinos have in common, no matter where in the country they live.

He writes, “I want a theory of social revolution that begins in this kind of intimate space,” not in the symbols “appropriated by corporate America,” like the Black Lives Matter banners displayed at professional sporting events, or the CEO of JPMorgan Chase kneeling at a branch of his bank, which critics have read as virtue signaling. Mere intimacy and the recognition of common histories isn’t the same as justice, but it is a necessary starting point for healing divisions.

there are many Latino stories that he does not, and probably cannot, tell. For one, he conceives of Latino history as the history of a people who have endured traumas because of the actions of the U.S. But this framing wouldn’t appeal to Latinos who see the United States as the country where their dreams came true, where they’ve built careers, bought homes, provided for their families.

If the small number of conservative Latinos Tobar interviewed are anything like the Hispanic Republicans I’ve talked with over the years, they would tell him that it is the Republican Party that best represents their economic, religious, and political values.

If our aim is to understand the full story of Latinos—assuming such a thing is possible—we should explore all of the complexities of those who live in a country that is becoming more Latino by the day. For that, we’ll need other books besides Our Migrant Souls, ones that describe the inner worlds, motives, and ambitions of Latinos who see themselves and their place in this country differently.

Now it’s possible for students to purchase answers for assignments from a “tutoring” service such as Chegg—a practice that the kids call “chegging.”

when the AI chatbots were unleashed last fall, all these cheating methods of the past seemed obsolete. “We now believe [ChatGPT is] having an impact on our new-customer growth rate,” Chegg’s CEO admitted on an earnings call this month. The company has since lost roughly $1 billion in market value.

By 2018, Turnitin was already taking more than $100 million in yearly revenue to help professors sniff out impropriety. Its software, embedded in the courseware that students use to turn in work, compares their submissions with a database of existing material (including other student papers that Turnitin has previously consumed), and flags material that might have been copied. The company, which has claimed to serve 15,000 educational institutions across the world, was acquired for $1.75 billion in 2019. Last month, it rolled out an AI-detection add-in (with no way for teachers to opt out). AI-chatbot countermeasures, like the chatbots themselves, are taking over.

as the first chatbot spring comes to a close, Turnitin’s new software is delivering a deluge of positive identifications: This paper was “18% AI”; that one, “100% AI.” But what do any of those numbers really mean? Surprisingly—outrageously—it’s very hard to say for sure.

according to the company, that designation does indeed suggest that 100 percent of an essay—as in, every one of its sentences—was computer generated, and, further, that this judgment has been made with 98 percent certainty.

A Turnitin spokesperson acknowledged via email that “text created by another tool that uses algorithms or other computer-enabled systems,” including grammar checkers and automated translators, could lead to a false positive, and that some “genuine” writing can be similar to AI-generated writing. “Some people simply write very predictably,” she told me

Perhaps it doesn’t matter, because Turnitin disclaims drawing any conclusions about misconduct from its results. “This is only a number intended to help the educator determine if additional review or a discussion with the student is warranted,” the spokesperson said. “Teaching is a human endeavor.”

In other words, the student in my program whose work was flagged for being “100% AI” might have used a little AI, or a lot of AI, or maybe something in between. As for any deeper questions—exactly how he used AI, and whether he was wrong to do so—teachers like me are, as ever, on our own.

Rethinking assignments in light of AI might be warranted, just like it was in light of online learning. But doing so will also be exhausting for both faculty and students. Nobody will be able to keep up, and yet everyone will have no choice but to do so

Somewhere in the cracks between all these tectonic shifts and their urgent responses, perhaps teachers will still find a way to teach, and students to learn.

The clear danger, the paper said, is that such supposed “intelligence” is based on huge data sets that “overrepresent hegemonic viewpoints and encode biases potentially damaging to marginalised populations”. Put more bluntly, AI threatens to deepen the dominance of a way of thinking that is white, male, comparatively affluent and focused on the US and Europe.

What all this told her, she says, is that big tech is consumed by a drive to develop AI and “you don’t want someone like me who’s going to get in your way. I think it made it really clear that unless there is external pressure to do something different, companies are not just going to self-regulate. We need regulation and we need something better than just a profit motive.”

one particularly howling irony: the fact that an industry brimming with people who espouse liberal, self-consciously progressive opinions so often seems to push the world in the opposite direction.

Gebru began to specialise in cutting-edge AI, pioneering a system that showed how data about particular neighbourhoods’ patterns of car ownership highlighted differences bound up with ethnicity, crime figures, voting behaviour and income levels. In retrospect, this kind of work might look like the bedrock of techniques that could blur into automated surveillance and law enforcement, but Gebru admits that “none of those bells went off in my head … that connection of issues of technology with diversity and oppression came later”.

The next year, Gebru made a point of counting other black attenders at the same event. She found that, among 8,500 delegates, there were only six people of colour. In response, she put up a Facebook post that now seems prescient: “I’m not worried about machines taking over the world; I’m worried about groupthink, insularity and arrogance in the AI community.”

When Gebru arrived, Google employees were loudly opposing the company’s role in Project Maven, which used AI to analyse surveillance footage captured by military drones (Google ended its involvement in 2018). Two months later, staff took part in a huge walkout over claims of systemic racism, sexual harassment and gender inequality. Gebru says she was aware of “a lot of tolerance of harassment and all sorts of toxic behaviour”.

She and her colleagues prided themselves on how diverse their small operation was, as well as the things they brought to the company’s attention, which included issues to do with Google’s ownership of YouTube

A colleague from Morocco raised the alarm about a popular YouTube channel in that country called Chouf TV, “which was basically operated by the government’s intelligence arm and they were using it to harass journalists and dissidents. YouTube had done nothing about it.” (Google says that it “would need to review the content to understand whether it violates our policies. But, in general, our harassment policies strictly prohibit content that threatens individuals,

in 2020, Gebru, Mitchell and two colleagues wrote the paper that would lead to Gebru’s departure. It was titled On the Dangers of Stochastic Parrots. Its key contention was about AI centred on so-called large language models: the kind of systems – such as OpenAI’s ChatGPT and Google’s newly launched PaLM 2 – that, crudely speaking, feast on vast amounts of data to perform sophisticated tasks and generate content.

Gebru and her co-authors had an even graver concern: that trawling the online world risks reproducing its worst aspects, from hate speech to points of view that exclude marginalised people and places. “In accepting large amounts of web text as ‘representative’ of ‘all’ of humanity, we risk perpetuating dominant viewpoints, increasing power imbalances and further reifying inequality,” they wrote.

When the paper was submitted for internal review, Gebru was quickly contacted by one of Google’s vice-presidents. At first, she says, non-specific objections were expressed, such as that she and her colleagues had been too “negative” about AI. Then, Google asked Gebru either to withdraw the paper, or remove her and her colleagues’ names from it.

After her departure, Gebru founded Dair, the Distributed AI Research Institute, to which she now devotes her working time. “We have people in the US and the EU, and in Africa,” she says. “We have social scientists, computer scientists, engineers, refugee advocates, labour organisers, activists … it’s a mix of people.”

Running alongside this is a quest to push beyond the tendency of the tech industry and the media to focus attention on worries about AI taking over the planet and wiping out humanity while questions about what the technology does, and who it benefits and damages, remain unheard.

“That conversation ascribes agency to a tool rather than the humans building the tool,” she says. “That means you can aggregate responsibility: ‘It’s not me that’s the problem. It’s the tool. It’s super-powerful. We don’t know what it’s going to do.’ Well, no – it’s you that’s the problem. You’re building something with certain characteristics for your profit. That’s extremely distracting, and it takes the attention away from real harms and things that we need to do. Right now.”

Wait a second, though — wasn’t coding supposed to be one of the can’t-miss careers of the digital age?

computer programming grew from a nerdy hobby into a vocational near-imperative, the one skill to acquire to survive technological dislocation

Joe Biden to coal miners: Learn to code! Twitter trolls to laid-off journalists: Learn to code! Tim Cook to French kids: Apprendre à programmer!

Over time, from the development of assembly language through more human-readable languages like C and Python and Java, programming has climbed what computer scientists call increasing levels of abstraction — at each step growing more removed from the electronic guts of computing and more approachable to the people who use them.

A.I. might now be enabling the final layer of abstraction: The level on which you can tell a computer to do something the same way you’d tell another human.

GitHub, the coder’s repository owned by Microsoft, surveyed 2,000 programmers last year about how they’re using GitHub’s A.I. coding assistant, Copilot. A majority said Copilot helped them feel less frustrated and more fulfilled in their jobs; 88 percent said it improved their productivity. Researchers at Google found that among the company’s programmers, A.I. reduced “coding iteration time” by 6 percent.

Uma Valeti, the company’s CEO, said Upside has proven it can safely produce a delicious product. The company said that it has helped pioneer an industry and that it is making progress on growing larger quantities of meat, while bringing down its cost.

According to former employees, Upside has struggled to produce large quantities of meat. They said the company often scrambled to make enough for lab analysis and tastings. Upside for years worked to grow whole cuts of meat, which proved difficult in its bioreactors. It battled contamination in its labs. Traces of rodent DNA once tainted a chicken cell line, according to former employees, and confirmed by company executives.  

Today, the company is growing its marquee filet not in large bioreactors at its pilot plant but in two-liter plastic bottles akin to those used to grow cells for decades by pharmaceutical companies. 

“Roller bottles aren’t scalable. Too small, too labor-intensive,”

Upside’s pilot plant isn’t yet operating at the 50,000-pound annual capacity the company announced when it opened in 2021, according to company executives, much less its future target of 400,000 pounds. Production can accelerate once Upside receives USDA clearance, company executives said.

Industry champions said they are confident that steady scientific progress will help reduce production costs for cultivated meat, while climate change and global population growth will intensify the need for it.

“It turned out that tissue, or creating this whole-cut texture, was really challenging,” said Amy Chen, Upside’s chief operating officer

Upside also wrestled with problems common to other cultivated-meat makers, including a battle against bacteria, according to former employees.Growing meat requires meticulous sterilization because small quantities of bacteria can quickly overtake a bioreactor, ruining a batch.

The company said contamination can slow production, but doesn’t affect final cultivated products, unlike conventional meat. The company said that autoclaves sometimes require maintenance and that meat grown for consumers won’t be produced in the older building

Some industry officials think companies can surmount contamination problems, but that other hurdles will still abound, including those tied to growing the finicky cells and the high cost of supplies.  

NHTSA said it has an “active investigation” of Autopilot. “NHTSA generally does not comment on matters related to open investigations,” NHTSA spokeswoman Veronica Morales said in a statement. In 2021, the agency adopted a rule requiring carmakers such as Tesla to report crashes involving their driver-assistance systems.Beyond the data collection, though, there are few clear legal limitations on how this type of advanced driver-assistance technology should operate and what capabilities it should have.

“Tesla has decided to take these much greater risks with the technology because they have this sense that it’s like, ‘Well, you can figure it out. You can determine for yourself what’s safe’ — without recognizing that other road users don’t have that same choice,” former NHTSA administrator Steven Cliff said in an interview.“If you’re a pedestrian, [if] you’re another vehicle on the road,” he added, “do you know that you’re unwittingly an object of an experiment that’s happening?”

Banner researched Tesla for years before buying a Model 3 in 2018, his wife, Kim, told federal investigators. Around the time of his purchase, Tesla’s website featured a video showing a Tesla navigating the curvy roads and intersections of California while a driver sits in the front seat, hands hovering beneath the wheel.The video, recorded in 2016, is still on the site today.“The person in the driver’s seat is only there for legal reasons,” the video says. “He is not doing anything. The car is driving itself.”

Musk made a similar assertion about a more sophisticated form of Autopilot called Full Self-Driving on an earnings call in July. “Now, I know I’m the boy who cried FSD,” he said. “But man, I think we’ll be better than human by the end of this year.”

While the video concerned Full Self-Driving, which operates on surface streets, the plaintiffs in the Banner case argue Tesla’s “marketing does not always distinguish between these systems.”

Not only is the marketing misleading, plaintiffs in several cases argue, the company gives drivers a long leash when deciding when and how to use the technology. Though Autopilot is supposed to be enabled in limited situations, it sometimes works on roads it’s not designed for. It also allows drivers to go short periods without touching the wheel and to set cruising speeds well above posted speed limits.

Identifying semi-trucks is a particular deficiency that engineers have struggled to solve since Banner’s death, according to a former Autopilot employee who spoke on the condition of anonymity for fear of retribution.

Tesla complicated the matter in 2021 when it eliminated radar sensors from its cars, The Post previously reported, making vehicles such as semi-trucks appear two-dimensional and harder to parse.

“If a system turns on, then at least some users will conclude it must be intended to work there,” Koopman said. “Because they think if it wasn’t intended to work there, it wouldn’t turn on.”Andrew Maynard, a professor of advanced technology transitions at Arizona State University, said customers probably just trust the technology.“Most people just don’t have the time or ability to fully understand the intricacies of it, so at the end they trust the company to protect them,” he said.