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In most of the states where polls show Mr. Trump leading, they also show the GOP senate candidate leading

Likewise, where polls show former Vice President Joe Biden in front, they show the Democratic Senate candidate in front

The proposal lands in the midst of the Covid-19 pandemic, which has shed light on many inefficiencies in the American system, including banking. Take the Paycheck Protection Program, for example: It used the regular banking system as an intermediary, which ultimately meant that bigger businesses and those with preexisting relationships with those banks were prioritized over others.

guarantee a more equitable recovery by providing an alternative to Wall Street banks for state and local governments, businesses, and ordinary people,

The public banking bill also does double duty as a climate bill: It would prohibit public banks from investing in or doing business with the fossil fuel industry.

“Public banks empower states and municipalities to establish new channels of public investment to help solve systemic crises.”

But, he said, this proposal is particularly comprehensive and supportive.

If Democrats keep control of the House come 2021 and manage to flip the Senate and win the White House, they’ll be able to take some big legislative swings, including and perhaps especially on issues related to the economy.

at some point it’s just hitting a wall where it doesn’t carry them along and they’re looking for options,” said Tlaib, who represents Michigan’s 13th Congressional District, the third-poorest congressional district in the country. “So I’m putting this on the table as an option.”

To be clear, the Public Banking Act isn’t creating a federal public bank.

encourage and enable the creation of public banks across the US. It provides legitimacy to those who are pushing for more public banking, and it also includes regulators as key stakeholders who can support and provide guidance for how those banks should operate.

though different public banks would likely have different areas of emphasis.

They could also facilitate easier access to funds for state and local governments from the federal government or Federal Reserve.

“It’s basically a way to finance state and local investment that doesn’t go through Wall Street and doesn’t leave the community and turn into a windfall for shareholders,

“This is more about community development.”

Tlaib recalled hearing from her constituents when the $1,200 coronavirus stimulus checks went out this spring — people waiting days and weeks for direct deposits, or getting a check in the mail only to lose a substantial portion of it cashing it at the store down the street.

The Public Banking Act allows the Federal Reserve to charter and grant membership to public banks and creates a grant program for the Treasury secretary to provide seed money for public banks to be formed, capitalized, and developed.

Public banks need the FDIC to provide assurances that it will recognize them in accordance with the bond rating of the city or state they represent.

McConnell said the FDIC issuing guidance that it recognizes the city’s — and the state’s — public banks as an AAA rating would send a clear direction to the state financial regulators that the public bank is considered low risk.

The bill would also provide a road map for the FDIC, which insures bank deposits of up to $250,000, to insure deposits for public banks, so people feel assured they won’t lose all their money by choosing to open an account with their state bank instead of, say, Wells Fargo.

the Office of the Comptroller of the Currency (OCC) has historically been charged with chartering national banks in the US, not the Fed, meaning this is a fairly novel idea.

It prohibits the Fed and Treasury from considering the financial health of an entity that controls or owns a bank in grant-making decisions.

So here is the thing about private companies, including, yes, banks: The point of them is to make money, and that drives their decisions. It’s not necessarily evil (though sometimes it kind of is), but it’s just how they work.

The idea behind public banking isn’t that Goldman Sachs, Wells Fargo, and Morgan Stanley go away; it’s that they have to compete with a government-owned entity — and one that’s a little fairer and more ethical in how it does business.

Public banks, as imagined in the Tlaib/Ocasio-Cortez proposal, would provide loans to small businesses and governments with lower interest rates and lower fees.

Student loans are facilitated directly with BND, but other loans, called participation loans, go through a local financial institution — often with BND support.

According to a study on public banks, BND had some $2 billion in active participation loans in 2014. BND can grant larger loans at a lower risk, which fosters a healthy financial ecosystem populated by a cluster of small North Dakota banks.

Democrats have a lot of ideas, and if they take power come January 2021, there’s a lot they can do.

The Public Banking Act is meant to complement ideas such as the ABC Act and postal banking. And, of course, it’s linked to the Green New Deal, not only because it would bar public banks from financing things that hurt the environment, but also because the idea is that public banks would play a major role in financing Green New Deal and climate-friendly projects.

If former Vice President Joe Biden wins the White House and Democrats control both the House and the Senate come 2021, the talk around these ideas becomes a lot more serious.

Even in normal times, mass-vaccination campaigns involve many moving parts within a vast network of suppliers, transporters and middlemen.

Nine other candidates are also in the final stage of testing. If any of those win approval from the F.D.A., that will reduce the importance of Pfizer’s vaccine but also introduce new questions, such as which hospitals and people get the different vaccines.

Pfizer does not yet know where the government wants the vaccine sent or who will be first in line to receive it, said Ms. Alcorn, the supply-chain executive.

“We’re working very closely, in the U.S., in particular, with Operation Warp Speed to identify those distribution points,” Ms. Alcorn said, referring to the federal initiative to produce and distribute Covid-19 vaccines. “We don’t have them today.”

Representatives of UPS and FedEx said they had been planning to play a major role in distributing vaccines and were ready to go.Once the Pfizer coolers reach their destinations, hospitals or pharmacies will have a few choices of how to store the vaccine. The easiest option is using ultracold freezers, but not many sites have them. Otherwise, the facilities can stash the trays in conventional freezers for up to five days. Or they can keep the vials in the cooler for up to 15 days, so long as they replenish the dry ice and don’t open it more than twice a day.

Pfizer has said it expects to be able to produce 50 million doses this year.

“If you’re talking about 12.5 million people, you’re going to have to make some very tough-minded decisions about who this goes to,” said J. Stephen Morrison, senior vice president at the Center for Strategic and International Studies, a research firm. “It’s a pretty small number of doses that are going to be distributed.”

One of the biggest early challenges may be distributing the vaccine in rural areas, which may not be able to administer doses quickly enough before they go bad. It isn’t clear how states with large rural populations are going to deal with this.

For all the difficulties of making and distributing the vaccine, public health experts said the hardest part of the process could soon be complete.

f Pfizer receives authorization for its vaccine from the Food and Drug Administration in the coming weeks, as expected, the company in theory could vaccinate millions of Americans by the end of the year, taking advantage of months of planning and decades of experience

So it was cause for celebration this week when Pfizer announced that an early analysis showed its vaccine candidate was more than 90 percent effective.

The effort will hinge on collaboration among a network of companies, federal and state agencies, and on-the-ground health workers in the midst of a pandemic that is spreading faster than ever through the United States.

Before Pfizer can begin shipping its vaccine, federal and state governments must tell it where to send how many doses. McKesson, a major medical supplier, will have to provide hospitals and other distribution sites with the syringes, needles and other supplies necessary to administer the vaccine.

The vaccine, developed with the German company BioNTech, has to be stored at around minus 70 degrees Celsius (minus 94 Fahrenheit) until shortly before it is injected

If an analysis planned for next week confirms the vaccine’s safety, the company is likely to ask the F.D.A. this month for emergency authorization to distribute its vaccine. In that case, limited doses will most likely be shipped to large hospitals and pharmacies to be provided to health care workers and other vulnerable groups.

Then there is the thorny question of who will receive vaccines first. That will be up to state governments.

The chief executives of Pfizer and BioNTech have suggested that half of those may go to the United States. Since each person needs two doses, about 12.5 million Americans could be vaccinated.

"The removal of Timnit has had a demoralizing effect on the whole of our team."

Since Gebru's termination earlier this month, more than 2,600 Googlers have signed an open letter expressing dismay over the way Gebru exited the company and asking executives for a full explanation of what prompted her dismissal.

Gebru's firing happened "without warning rather than engaging in dialogue."

Google has maintained that Gebru resigned, though Gebru herself says she never voluntary agreed to leave the company.

They say Jeff Dean, senior vice president of Google Research, and other executives involved in Gebru's firing need to be held accountable.

Gebru helped establish Black in AI, a group that supports Black researchers in the field of artificial intelligence.

At Google, Gebru's former team wrote in the Wednesday letter that studying ways to reduce the harm of AI on marginalized groups is key to their mission.

Last month, Google abruptly asked Gebru to retract a research paper focused on the potential biases baked into an AI system that attempts to mimic human speech. The technology helps power Google's search engine. Google claims that the paper did not meet its bar for publication and that Gebru did not follow the company's internal review protocol.

However, Gebru and her supporters counter that she was being targeted because of how outspoken she was about diversity issues, a theme that was underscored in the letter.

The letter says Google's top brass have committed to advancing diversity, equity and inclusion among its research units, but unless more concrete and immediate action is taken, those promises are "virtue signaling; they are damaging, evasive, defensive and demonstrate leadership's inability to understand how our organization is part of the problem," according to the letter.

She also was the co-author of pioneering research into facial recognition technology that demonstrated how people of color and women are misidentified far more often than white faces. The study helped persuade IBM, Amazon and Microsoft to stop selling the technology to law enforcement.

saying such "gaslighting" has caused harm to Gebru and the Black community at Google.

Google has a history of striking back against employees who agitate internally for change. Organizers of the worldwide walkouts at Google in 2018 over sexual harassment and other issues were fired by the company. And more recently, the National Labor Relation Board accused Google of illegally firing workers who were involved in union organizing.

Children have a much lower risk of Covid-19 than adults, even when exposed to the Delta variant. Still, some small number of infected children develop a life-threatening condition called multi-system inflammatory syndrome in children, or MIS-C. Still others may have lingering symptoms for months.

In testimony to U.S. Congress and abroad, whistleblower Frances Haugen has pointed to the algorithm as central to the social network’s problems, arguing that it systematically amplifies and rewards hateful, divisive, misleading and sometimes outright false content by putting it at the top of users’ feeds.

The political push raises an old question for Facebook: Why not just give users the power to turn off their feed ranking algorithms voluntarily? Would letting users opt to see every post from the people they follow, in chronological order, be so bad?

The documents suggest that Facebook’s defense of algorithmic rankings stems not only from its business interests, but from a paternalistic conviction, backed by data, that its sophisticated personalization software knows what users want better than the users themselves

Since 2009, three years after it launched the news feed, Facebook has used software that predicts which posts each user will find most interesting and places those at the top of their feeds while burying others. That system, which has evolved in complexity to take in as many as 10,000 pieces of information about each post, has fueled the news feed’s growth into a dominant information source.

The proliferation of false information, conspiracy theories and partisan propaganda on Facebook and other social networks has led some to wonder whether we wouldn’t all be better off with a simpler, older system: one that simply shows people all the messages, pictures and videos from everyone they follow, in the order they were posted.

That was more or less how Instagram worked until 2016, and Twitter until 2017.

But Facebook has long resisted it.

they appear to have been informed mostly by data on user engagement, at least until recently

That employee, who said they had worked on and studied the news feed for two years, went on to question whether automated ranking might also come with costs that are harder to measure than the benefits. “Even asking this question feels slightly blasphemous at Facebook,” they added.

“Whenever we’ve tried to compare ranked and unranked feeds, ranked feeds just seem better,” wrote an employee in a memo titled, “Is ranking good?”, which was posted to the company’s internal network, Facebook Workplace, in 2018

In 2014, another internal report, titled “Feed ranking is good,” summarized the results of tests that found allowing users to turn off the algorithm led them to spend less time in their news feeds, post less often and interact less.

Without an algorithm deciding which posts to show at the top of users’ feeds, concluded the report’s author, whose name was redacted, “Facebook would probably be shrinking.”

there’s a catch: The setting only applies for as long as you stay logged in. When you leave and come back, the ranking algorithm will be back on.

What many users may not realize is that Facebook actually does offer an option to see a mostly chronological feed, called “most recent,”

The longer Facebook left the user’s feed in chronological order, the less time they spent on it, the less they posted, and the less often they returned to Facebook.

A separate report from 2018, first described by Alex Kantrowitz’s newsletter Big Technology, found that turning off the algorithm unilaterally for a subset of Facebook users, and showing them posts mostly in the order they were posted, led to “massive engagement drops.” Notably, it also found that users saw more low-quality content in their feeds, at least at first, although the company’s researchers were able to mitigate that with more aggressive “integrity” measures.

Nick Clegg, the company’s vice president of global affairs, said in a TV interview last month that if Facebook were to remove the news feed algorithm, “the first thing that would happen is that people would see more, not less, hate speech; more, not less, misinformation; more, not less, harmful content. Why? Because those algorithmic systems precisely are designed like a great sort of giant spam filter to identify and deprecate and downgrade bad content.”

because the algorithm has always been there, Facebook users haven’t been given the time or the tools to curate their feeds for themselves in thoughtful ways. In other words, Facebook has never really given a chronological news feed a fair shot to succeed

Some critics say that’s a straw-man argument. Simply removing automated rankings for a subset of users, on a social network that has been built to rely heavily on those systems, is not the same as designing a service to work well without them,

Ben Grosser, a professor of new media at University of Illinois at Urbana-Champaign. Those users’ feeds are no longer curated, but the posts they’re seeing are still influenced by the algorithm’s reward systems. That is, they’re still seeing content from people and publishers who are vying for the likes, shares and comments that drive Facebook’s recommendati

“My experience from watching a chronological feed within a social network that isn’t always trying to optimize for growth is that a lot of these problems” — such as hate speech, trolling and manipulative media — “just don’t exist.”

Facebook has not taken an official stand on the legislation that would require social networks to offer a chronological feed option, but Clegg said in an op-ed last month that the company is open to regulation around algorithms, transparency, and user controls.Twitter, for its part, signaled potential support for the bills.

“I think users have the right to expect social media experiences free of recommendation algorithms,” Maréchal added. “As a user, I want to have as much control over my own experience as possible, and recommendation algorithms take that control away from me.”

“Only companies themselves can do the experiments to find the answers. And as talented as industry researchers are, we can’t trust executives to make decisions in the public interest based on that research, or to let the public and policymakers access that research.”

ns.

“God got us out of there,” said Edner Michel, a 38-year-old Haitian who recently braved the Darién with his wife and newborn child after leaving Brazil because of the crunch. “The feeling I had was that 95% of people who went in there would die.”

Meghan López, the International Rescue Committee’s vice-president for Latin America, predicted the exodus would continue in 2022 as families sought to escape pre-existing crises such as poverty, hunger, violence and political turmoil that had often been exacerbated by Covid-19.

“These are crazy choices and yet they are not made by crazy people,” López said of their treacherous journeys. “They are made by desperate people making the very best decision that they can make in what are impossible conditions.”

“Right now it’s about belonging to the community within the brand,” said Horowitz. “Before it was [about] fitting in. And there is a very, very big difference between belonging and fitting in. We no longer want people to change who they are just to fit in to be part of the brand. We want you to belong to the brand as you are.”

Abercrombie’s brand evolution mirrors the evolving sensibilities of the customers it hopes to dress. Inaccessibility is out; inclusivity is in.

Shoppers are no longer reliant on brands’ choice of models and marketing but can see for themselves what people just like them are wearing and what real people think of their clothes.

“TikTok has democratized the haul video, the outfit video,” said Rebecca Jennings, a Vox senior correspondent covering Internet culture. “If you were posting that on YouTube or Instagram, you would’ve had to build an audience and already be a content creator. But on TikTok, anyone can do that … [so] we’re seeing a lot more regular people’s clothing. It can spread fashion trends really, really fast.”

“We are owning it,” Corey Robinson, senior vice president of design and merchandising at Abercrombie, said of company’s past. “Because we wouldn’t have made these changes without it … And people are seeing that we’re changing, just like they change.”

There was extraordinary national unity after the 2001 terrorist attacks. But George W. Bush’s strategists argued that Republicans should “go to the country” on the issue of terrorism and “focus on war” in the elections of 2002 and 2004, making the case that Democrats endangered Americans’ security. On the campaign trail, Dick Cheney warned that if people made “the wrong choice” and voted Democratic, “then the danger is that we’ll get hit again, that we’ll be hit in a way that will be devastating.” As Bush said Democrats were “not interested in the security of the American people,” Cheney claimed electing Republicans was “vital” for “defending our homeland.”

In that same year, Republicans close to the administration ran an infamous ad juxtaposing an image of Sen. Max Cleland (D-Ga.), a triple amputee from his service in Vietnam, with images of Osama bin Laden and Saddam Hussein

Two years later, a group with ties to Bush did similarly to Democratic presidential nominee John F. Kerry, with flimsy accusations that he lied about his Vietnam service and betrayed comrades.

Cheney was also the primary force for distorting intelligence about Iraq to make the case for war. He falsely claimed in 2001 that it was “pretty well confirmed” that the 9/11 mastermind met with Iraqi intelligence. He falsely called evidence of a link between Iraq and al-Qaeda “overwhelming” and said Hussein had “long-established ties with al-Qaeda.” He falsely called Iraq “the geographic base of the terrorists who have had us under assault … on 9/11.”

Those contagions — using disinformation and patriotism as political weapons — spread through the Republican Party and consumed it utterly with Trump’s triumph. Too late, Liz Cheney bravely stood against both, and is on the verge of political exile

All our Greek tragedy needs now is the catharsis: a glimmer of self-awareness from Dick Cheney about his role in causing this.

In any case, the fear of nuclear war has been around since the time of Hiroshima, but also, there are other fears. If we don’t get climate policy right, will we all be cooked? Or will climate-induced disruptions lead to great power war, nuclear conflict? Will changing technology — the AIs — take over? Whatever, we live in a time of existential fear, and foreign policy and all kinds of national policy questions get invested with these ultimate questions.

What makes democracy work under those circumstances tends to be senses of identification with elites, with different social-political groups. The glue that holds a democratic society — the cultural glue, intellectual glue, spiritual glue — becomes much more important

In terms of mass societies and democracies and large cultural groups, it’s profoundly destabilizing. You have that problem, that existential fear, which some people respond to by denial, some people fall into extremism — lots of responses, but you can see that.

Then the other thing is that, in a large democratic society like ours — 300-plus million people — if political power was divided equally among all 300 million Americans, it would mean that no one had any power.

Politics is less about, if we raise the sales tax half a percent, is that a good thing or a bad thing on balance? It’s more about, can we save the planet? Can we save human civilization? When people face those kinds of questions without some kind of grounding in some kind of religion, faith, it’s actually . . . There are individual people who can keep their psychological balance in the face of that. There are not many.

The American political-studies belief since World War II has essentially been, democracy is the only stable form of government. Everywhere democracy is inexorably rising, and every other form of government is incredibly unstable. This bears very, very little relationship to the facts outside of Western Europe, let’s say the world of NATO plus Japan and Australia.

to do foreign policy well

Which American president has best understood the Middle East, and then worst? MEAD: Interesting. Nobody’s gotten it totally. I’d say George H.W. Bush and Richard Nixon probably are the two, in my mind, who best understood what they were dealing with.

COWEN: What is it they had that maybe the others didn’t? MEAD: What they saw in the Middle East is that America has both hard-power goals and what you could call soft-power, idealistic goals in the Middle East, that our hard-power goals are vital, and they are achievable. Our soft-power goals are important but largely unachievable. What they did was, they set about dealing with what was essential, and they both did it pretty successfully.

The American academy is actually a terrible place for coming to understand how world politics works.

COWEN: Sorry. Is Germany still part of the Western Alliance? MEAD: Well, in the sense it’s been for some time. I remember that Kennan’s goal for Germany was to have a united, neutral, disarmed Germany at the heart of Europe. In some ways, [laughs] Kennan’s goal looks, maybe, closer than ever.

Look, I think Germany is a country whose basic economic model is now under question. The German model — and it’s very important in understanding that country — is based on the availability of cheap energy from Russia and large markets in China.

Again, let’s remember that the German establishment is more terrified of ordinary German public opinion than even the American liberal establishment is terrified of the Trumpists. You don’t have to look all that deeply into history to see why that would be the case. Providing stability, affluence, and employment for the mass of the German people is a key test of the legitimacy of the German state.

Really, ever since we failed to break up the large German corporations after World War II, that German establishment has been the motor of the astonishing success of postwar Germany. Now, suddenly, that engine is running out of fuel on the one hand, and its key customer, China, regardless of anything about human rights or geopolitics, the goal of the Chinese economic development strategy is to end its dependency on capital goods imported from countries like Germany by becoming an exporter of high-tech capital goods.

China’s development plans, much more than its Taiwan policy or its human rights, is a gun pointed at the head of German business. So, where do they go? It’s not clear where they go. I don’t think it’s clear to them where they go. That means that a fundamental element of the American alliance system is in a completely new place.

I think what we have to be doing in terms of analyzing where German foreign policy goes is to think a little bit less about ideology or things like the German anti-war sentiment or these kinds of things. Yes, these are all there, the Russian soul, all of that. It’s there, but really, how is Germany going to make a living? That’s the question that has to be answered, and that will drive Germany’s orientation in foreign policy.

I think, in our society, the ebbing of religion among some, certainly not all, Americans has tended to dissolve these bonds and leads, in all kinds of ways, both on the left and the right, to some of the sense of suspicion, of paranoia, a lack of trust, and declining support for democracy.

COWEN: How would you describe that advantage? MEAD: I don’t really believe in disciplines. I see connections between things. I start from reality. I’m not trying to be anti-intellectual here. You need ideas to help you organize your perceptions of reality. But I think there’s a tendency in a lot of social science disciplines — you start from a bunch of really smart, engaged people who have been thinking about a set of questions and say, “We’ll do a lot better if we stop randomly thinking about everything that pops up and try, in some systematic way, to organize our thinking of this.”

I think you do get some gains from that, but you see, over time, the focus of the discipline has this tendency to shift. The discipline tends to become more inward navel-gazing. “What’s the history of our efforts to systematize our thinking about this?” The discipline becomes more and more, in a sense, ideological and internally focused and less pragmatic.

I think that some of the problem, though, is not so much in the intellectual weaknesses of a lot of conventional postgrad education, but simply almost the crime against humanity of having whole generations of smart people spend the first 30, 35 years of their lives in a total bubble, where they’re in this academic setting, and the rule . . . They become socialized into the academy, just as much as prisoners get socialized into the routines of a prison.

COWEN: Do you think of it as an advantage that you don’t have a PhD? MEAD: Huge advantage.

COWEN: For our final segment, a few questions about the Walter Russell Mead production function. How much did growing up in South Carolina influence your views on foreign policy? MEAD: I think it’s affected my views of America, and that, in turn, affects my views. Growing up in the segregated South during the civil rights era, where, on the one hand, my father actually knew Martin Luther King and marched with him and was involved in a lot of things; but then I had relatives, older relatives who were very much on the other side. That gave me a certain sense of I could love my grandfather even though he voted for George Wallace.

MEAD: Yes. All right. The fact that I could love him while really disliking his politics helps me understand . . . I think it helps understand some of the divisions in America even today and gives you a more human rather than a strictly ideological look.

But there’s also this: that the South and the White South — which, of course, is where I come from — has had the experience of both being defeated and being wrong. That’s something that a lot of American political culture doesn’t have — your WASP Yankee patricians. I think neoconservatism reflected a sense of people who’ve never been wrong and never been beaten, at least in their own minds. There’s a hubris that comes with that.

Historically, one of the roles of Southern politics — think of William Fulbright during the Vietnam War — both for good and bad reasons, doubt that this American ideological project can be transferred, partly because they know America is bad at reconstruction. The failure of reconstruction, both in terms of the White South and the Black South after the Civil War, is a lesson that you get growing up in the South. And so you have an inherent sense of the limits of America’s ability to transform societies. That’s important.

COWEN: Your foreign policy understanding — what did it learn from going to Groton?

MEAD: Well, I learned a lot there. On the one hand, Groton is a place that prides itself on its tradition of producing foreign policy leaders: Dean Acheson, the Allsopp brothers, Averell Harriman, Franklin Roosevelt. That wonderful book, The Wise Men by David Halberstam — actually, my history teacher is in there. There’s a whole scene that could be from our fourth-form 10th-grade history class.

You got the sense of being part of a tradition, and you got the inside view. The way we were taught American history was in no way idealized. Just, say, reading something like the 1619 Project didn’t come to me as a shock. “Oh my gosh, there was slavery, there was injustice in America.”

In fact, one of the teachers at Groton used to take aside some of the boys — it was an all-boys school at the time — and explain to them how their family fortune was made. He might say, “Well, George, we’ve been reading a lot about war profiteers in World War I. You need to know that your grandfather . . .” Et cetera, et cetera. Unfortunately, none of my grandparents had participated in such things, so there was no need to explain to me the family fortune, as there wasn’t one.

More than that, though, I was at Groton ’65 to ’70. Those were the years of the Vietnam War. The national security adviser at the time, McGeorge Bundy, was the chair of the Groton Board of Trustees, so I had a close-up look at the aggressive self-confidence of the WASP establishment meeting the Vietnam War and beginning to come to grips with what was going wrong.

Those two visions of the inner workings of the American foreign policy elite, and then the ringside seat at the crisis of the old American foreign policy elite, have been profoundly important in my thinking about the world.

COWEN: You meet young people all the time. How do you spot the next Walter Russell Mead? What do you look for?

MEAD: Well, first of all, I’m hoping for somebody who’s a lot better than me. I’m looking for someone — what is it? Whose sandals I am unworthy to buckle. And I would say that I look for, first of all, curiosity, intense curiosity. I look for an understanding that the personal and the political are mixed, that character matters. You can learn about the world by coming to understand your own psychological flaws and distress, and vice versa.

That history matters a lot, and that you can’t know too much history. Now, you have to digest it, but you can’t know too much history. A hunger for travel. I think too many foreign policy types don’t actually get out into the field nearly as much as they should. Curiosity about other cultures. A strong grounding in a faith of your own, which can be a secular ideology, perhaps, in some cases, but more often is likely to be a great religious tradition of some kind.

I’m a Christian. I could wish that everyone was, but my friend Shadi Hamid is a Muslim, and I think his Muslim faith actually helps him navigate and understand the world, and I certainly have lots of Jewish friends in the same circumstance. Again, we’re ending up where we started, maybe, but a religious faith, connected to one of the great historical traditions, gives you a degree of insight and potential for self-criticism that are absolutely crucial to foreign affairs.

That allows quantum computers to make many calculations in one pass, while digital ones have to perform each calculation separately. By speeding up computation, quantum computers could potentially solve big, complex problems in fields like chemistry and materials science that are out of reach today.

When Google researchers made their supremacy claim in 2019, they said their quantum computer performed a calculation in 3 minutes 20 seconds that would take about 10,000 years on a state-of-the-art conventional supercomputer.

On the quantum computer, the calculation took less than a thousandth of a second to complete. Each quantum calculation was unreliable — fluctuations of quantum noise inevitably intrude and induce errors — but each calculation was quick, so it could be performed repeatedly.

This problem is too complex for a precise answer to be calculated even on the largest, fastest supercomputers.

The IBM researchers in the new study performed a different task, one that interests physicists. They used a quantum processor with 127 qubits to simulate the behavior of 127 atom-scale bar magnets — tiny enough to be governed by the spooky rules of quantum mechanics — in a magnetic field. That is a simple system known as the Ising model, which is often used to study magnetism.

Indeed, for many of the calculations, additional noise was deliberately added, making the answers even more unreliable. But by varying the amount of noise, the researchers could tease out the specific characteristics of the noise and its effects at each step of the calculation.“We can amplify the noise very precisely, and then we can rerun that same circuit,” said Abhinav Kandala, the manager of quantum capabilities and demonstrations at IBM Quantum and an author of the Nature paper. “And once we have results of these different noise levels, we can extrapolate back to what the result would have been in the absence of noise.”In essence, the researchers were able to subtract the effects of noise from the unreliable quantum calculations, a process they call error mitigation.

In the long run, quantum scientists expect that a different approach, error correction, will be able to detect and correct calculation mistakes, and that will open the door for quantum computers to speed ahead for many uses.

Although an Ising model with 127 bar magnets is too big, with far too many possible configurations, to fit in a conventional computer, classical algorithms can produce approximate answers, a technique similar to how compression in JPEG images throws away less crucial data to reduce the size of the file while preserving most of the image’s details

Certain configurations of the Ising model can be solved exactly, and both the classical and quantum algorithms agreed on the simpler examples. For more complex but solvable instances, the quantum and classical algorithms produced different answers, and it was the quantum one that was correct.

Thus, for other cases where the quantum and classical calculations diverged and no exact solutions are known, “there is reason to believe that the quantum result is more accurate,”

Mr. Anand is currently trying to add a version of error mitigation for the classical algorithm, and it is possible that could match or surpass the performance of the quantum calculations.

Altogether, the computer performed the calculation 600,000 times, converging on an answer for the overall magnetization produced by the 127 bar magnets.

Error correction is already used in conventional computers and data transmission to fix garbles. But for quantum computers, error correction is likely years away, requiring better processors able to process many more qubits

“This is one of the simplest natural science problems that exists,” Dr. Gambetta said. “So it’s a good one to start with. But now the question is, how do you generalize it and go to more interesting natural science problems?”

Those might include figuring out the properties of exotic materials, accelerating drug discovery and modeling fusion reactions.

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.”

“True” is a word heard often at Williamsburg, where interpreters — including one portraying Oconostota, an 18th-century Cherokee diplomat who came to Williamsburg in 1777 — regularly break character to explain the evidence behind their stories.

The current direction also has strong board support, according to Carly Fiorina, the business executive and former Republican presidential candidate, who became the chair in December 2020. A few donors, Fiorina said, were initially “a little concerned” about the L.G.B.T.Q. history programs, which were announced in 2019. But they are grounded in evidence, Fiorina emphasized.

Thomas Jefferson, she said, is “still here.” But now, “you’re going to hear more of the story,” she said. “And you’re going to hear more of the story because it’s true.”

The foundation’s audience research, Fleet said, indicates that showing your work helps built trust.“One of the most important things to do, particularly in this age of polarization, is to let them know how you know,” he said.

The Bray School project, a collaboration with William & Mary, is similarly community-driven. Over the decades, Coleman said, Black interpreters regularly talked about the school and its students. But no one knew for sure what had happened to the building.

In 2021, a hunch that it had been moved to the William & Mary campus and incorporated into another building was confirmed. The structure was extracted, and in February it was moved to a site next to the church, in a grand ceremonial occasion.

Kamala Harris, the US vice-president, said the existential risks posed by AI systems were profound, but the near-term risks, such as misinformation and bias, demanded regulators’ attention.

The US and China are among 28 nations who pledged to work together to combat the “catastrophic harm” potentially posed by powerful AI systems in the so-called Bletchley Declaration.

The prime minister said: “I believe there will be nothing more transformative to the futures of our children and grandchildren than technological advances like AI. We owe it to them to ensure AI develops in a safe and responsible way, gripping the risks it poses early enough in the process.”

Matt Clifford, the prime minister’s representative at the summit, denied the US was trying to steal Sunak’s thunder on AI regulation. “The US has been our closest partner on this,”

Who is leading the world on AI safety regulation? Britain, the US or the EU? It is no mean feat for Rishi Sunak’s government to have convened this safety summit and have the US and China sign an agreement on a forward direction with 26 other nations

But in regulation what really matters? For the AI companies it is executive orders like the one issued by the Biden administration this week and the forthcoming AI Act in the European Union that will force them to act, not communiqués like the Bletchley Declaration.

The attorneys from the Federal Public Ministry say the time has come for Brazilian institutions to account for their role in slavery. They’ve called on Banco do Brasil to commit to some form of reparations.

The attorneys on Friday gave Banco do Brasil 15 days to publicly acknowledge its role in slavery and the slave trade and present plans for some form of reparations.

The bank does not deny its ties to slavery but has argued that it should not be held responsible for the sins of a society. It says it did not commit any crimes and should not be liable for the actions of those who worked for or funded the bank

Brazilians, particularly elites descended from European settlers, have historically preferred to think of their country as free of racism. “A racial democracy,” they boasted, where people could marry independent of skin color and race was defined less rigidly than in the United States.

That story, historians say, has largely obscured the primacy of slavery in Brazil’s genesis — and its enduring impact. Brazil imported around 5 million enslaved Africans — far more than any other country — accounting for roughly 40 percent of the entire trade

Nearly twice as many enslaved people were brought through a single wharf in Rio de Janeiro than arrived in all of the United States. It was the last country in the Americas, in 1888, to abolish slavery.

“Bring together capital that has found itself displaced from illicit trade and converge it into a center where the productive forces of the country could be fed,” Irineu Evangelista de Sousa, who reopened the bank, wrote in his autobiography. “This was the idea that came into my head.”

Banco do Brasil, which in 2023 reported $380.3 billion in assets and $5.8 billion in profits, according to Forbes. Chartered in 1808 by Portuguese King Dom João, the bank drew its foundational capital from taxes the crown imposed on sea trade, much of which involved slavery. The wealthy Rio elite — many of whom trafficked in enslaved Africans — were invited by the crown to finance the bank.

When the trade was outlawed in 1831, the bank’s ties to slavery didn’t diminish, historians and government attorneys say — they intensified. The bank closed for two decades but reopened in 1853 for the purpose of accumulating ill-gotten wealth, prosecutors and historians allege, most of it from the international slave trade.

“Brazil has never had a problem romanticizing its memory of slavery,” said Luciana Brito, a historian at the Federal University of Recôncavo da Bahia. “It likes to remember slavery as a means of producing a beautiful people, of one nation, as though it was a necessary evil.”

The openness with which he spoke of the scheme, historians say, betrays the extent to which the crime of slavery was normalized in elite Brazilian society.

Under pressure from the United Kingdom, Brazil begrudgingly signed on to an international campaign to abolish the international slave trade in 1831. But it did little to enforce it. More than 700,000 enslaved Africans were trafficked into the country until a more restrictive law was passed in 1850.

But that story, and so many others, was virtually unknown to Brazilians, said Thiago Campos, a historian at the Federal Fluminense University. So a group of historians began discussing earlier this year how to start a broader conversation.

Fourteen historians wrote a letter this autumn to government attorneys outlining what they knew of Banco do Brasil’s history and asking for a national debate on the matter. The attorneys with the Federal Public Ministry, who represent Brazilians in cases involving individual or social rights, took it even further: They called for reparations.

“Unfortunately, Brazil is very behind on this discussion,” he said. “I believe it will be likely that as we progress with this case, others will come forward, and we’ll have more discussion on this topic. It’s an important moment to put this on the national agenda.”

NIMROD NOVIK: The group that worked on it, called Commanders for Israel’s Security, it’s over 500 Israeli retired generals, as well as their equivalents from the Mossad, Shin Bet Security, National Security Council, the entire Israeli security establishment. And we formed a team. We felt that Israeli policy was far too reactive and far too conservative for the good of the country, national security, short and long-term.

We had not anticipated the trauma of Oct. 7, but we certainly anticipated things getting from bad to worse, unless Israel changes course.

we came up with a plan that suggested even though a two-state solution, as you said, is not on this side of the horizon, but given that eventually, it’s the only solution that we believe serves Israel’s security and well-being long-term, as a strong Jewish democracy, we mapped out what can and should be done in the coming two, three years to reverse the slide towards the disaster of a one-state solution.

NIMROD NOVIK: There were primarily two governing concepts, if you will, of the Israeli policy. Again, calling it policy is giving it more credit than deserved. Israeli government have been reluctant to determine the end game of our relationship with the Palestinians. Where do we want to see ourselves and them two years, five years, 50 years from now? No decision has been made since the Oslo era.

As a result, what we’ve seen was a policy based on insisting on separating the Gaza Strip, ruled by Hamas from the West Bank, ruled sort of by the Palestinian Authority. Separation was one principle

And the other one was dubbed status quo, even though it was an illusion, because nothing was static about it. As a matter of fact, creeping annexation has been accelerating under various governments.

The more territory was taken by settlements, the more extreme settlers were conducting violent raids into Palestinian civil populations. The more the Palestinian Authority, internally defective, becoming more and more authoritarian, more and more detached from its own constituents, less responsive, less capable of governance, losing control over large swaths of West Bank territory, forcing the I.D.F. to enter more and more

It was a slide into a state where the Palestinian Authority would cease to function as the promise of the nucleus of a Palestinian state.

If we look at it today, it’s already perhaps the municipal government of the city of Ramallah, rather than of the West Bank, and weakening the Palestinian Authority by choking it financially. By not allowing it to demonstrate to its people that it is the vehicle that will bring them one day to their aspiration of statehood, on the one hand, and making sure that Hamas controls Gaza, the two tracks spelled disaster.

So I must confess, we had not anticipated that the disaster will look the way it did on Oct. 7, but we certainly realized that the policy in Gaza of rounds of violence every year, every two years, every 18 months, and buying off relative tranquility by funding Hamas through the auspices of Qatar, allowing it to arm and rearm, the inherent contradictions in the policy were quite apparent

There’s a right-wing one-state solution. I think when you mentioned the finance minister, Bezalel Smotrich, I think if you read things he has written in the past, he is looking for a one-state solution. He wants to crush Palestinian dreams of statehood and repress Palestinians sufficiently that they stop believing they can ever have anything better and eventually content themselves to Israeli rule and live quietly within that in order to gain better lives.

NIMROD NOVIK: I’ll put it bluntly. I believe that a two-state solution is inevitable, not because we wish it and not because it’s nice, not because Palestinians deserve self-determination — which they do, but that’s not a historic imperative. I believe that the two-state solution is inevitable because these two people are not going to live happily ever after under one roof.

For that to happen, for the two people to stay in one state, one of two things have to happen. Either Israelis will agree to grant Palestinian equal rights in that one state and therefore become a minority, or at least, a slim majority in our own country, and that’s never going to happen. Israelis are not going to agree to be less than the overwhelming majority in our own country.

Or Palestinians will agree forever to forgo equal rights, which I suspect is as unreasonable expectation as the other. So we will separate.

NIMROD NOVIK: Civil separation with overall security control — continued security control until a two-state agreement ushers in alternative security arrangements, is a concept that basically suggests reversing the creeping annexation, which is no longer creeping. It’s now galloping.

So the idea is to start reversing the slide towards one-state reality in the opposite direction, of reducing the friction between the two populations, increasing the capacity of the P.A. to perform, while maintaining the overall security controlled by Israel until a deal is struck.

You often hear when you talk to people in Israel about different paths that could be taken. Well, we don’t have anybody to negotiate with. The Palestinian Authority doesn’t have credibility. Hamas wants our destruction

And a core premise of the report is that there are things Israel can do unilaterally, that it doesn’t need a partner to do things that will make the situation better from its perspective and create conditions maybe for deals in the future. So tell me what is in Israel’s power here. What would you actually recommend to do tangibly?

NIMROD NOVIK: It’s not a genetic deformation of the Palestinians that they cannot govern themselves. This is nonsense. We had a period after the second intifada, the years 2007, 2008, where the Palestinian Authority, there was a prime minister by the name of Salam Fayyad. First, he was finance minister, later on prime minister, who revitalized the Palestinian Authority in a dramatic way. The authority was on the rise. People were proud in it, its own population. They could have won elections at that point.

And then Netanyahu was elected in 2009. Now, obviously, we are the strongest party. We hold most of the cards by far. And when we decide that we are going to choke the Palestinian Authority, the Palestinian Authority will choke

Now the second trend that happened was that Mahmoud Abbas, President Abbas, known as Abu Mazen, the early Abu Mazen was a very different person than the late one with whom we are dealing today. He became increasingly nondemocratic, authoritarian, autocratic, paranoid, removing from his vicinity and from position of power all the best and brightest that were working during that era

. Things went from bad to worse, Israel doing its share in weakening the P.A. and the P.A. leadership became more claustrophobic. All these can change.

At the moment, the West Bank is a Swiss cheese. It’s 169 islands of Palestinian-controlled areas surrounded each by Israeli-controlled territory. So we wanted to reduce that by half so that contiguity will have a security, law and order, and economic well-being effect.

We suggested a host of economic measures that enable the Palestinian Authority to deliver for the people, which is the opposite of what’s happening now, when our minister of finance is choking the Palestinian Authority by withholding funds that are theirs by the agreement Israel collects taxes for the Palestinian Authority, VAT and others. And we are supposed to automatically transfer them to the Palestinian Authority. It’s the main chunk of their budget.

Faced with the example of Notre Dame, and the realization that something similar could happen to an Irish national treasure, the government pledged €25 million, with the college and private donors adding €65 million more.

In the meantime, visitors are still coming in droves to the library, Dublin’s second most popular attraction for overseas tourists (the Guinness brewery is first). Among the treasures on view is the Book of Kells — an exquisitely crafted ninth-century gospel that is the greatest surviving relic of Ireland’s early Christian golden age.

Ms. Shenton said she had twice hosted Joseph R. Biden Jr. at the library, the first time when he was vice president (“he came in 20 big black cars with Secret Service people”) and a second when he was a private citizen again (“he just walked down here by himself”).

“Back in the 18th century, Trinity was the university of the Irish Enlightenment,” he said, an alma mater to writers and thinkers like Edmund Burke, Oliver Goldsmith and Jonathan Swift.

When the books are all gone, specialists will go to work on the Long Room, upgrading visitor facilities, repairing damage and shoring up defenses against four age-old enemies: time, damp, pollution and, most pressing, fire.

A contractor is being sought to build a “burn room” — an exact model of the Long Room and its contents — to be ignited so specialists can study the best way to hold back the flames.

To slow the inevitable long decay of the books, and to protect them from dust and acidic particles seeping in from city traffic, new microthin clear covers, or “slip cases,” are being designed for each volume.

“I’m a conservator. Librarians are our enemy. We say, ‘Don’t touch that old book!’ and they want to let people open it and read it!”

To preserve the tourist experience for as long as possible — a key source of college income — the shelves most visible to visitors will be the last to be cleared. The Book of Kells and other precious artifacts will be temporarily displayed in the college’s 18th-century Printing House until an enhanced exhibition space is ready under the upgraded Long Room.

Spanish was Facebook’s first non-English language, and it was the first project Olivan worked on, he said in an interview earlier this year.Olivan has continued serving the company overseas. As recently as March, he represented Meta on a state visit with Pedro Sánchez, the prime minster o

Zuckerberg wrote in his Facebook post that Olivan is taking on integrated ads and business products while continuing to run infrastructure, integrity, analytics, marketing, corporate development and growth.“With some exceptions, I don’t anticipate my role will have the same public-facing aspect, given that we have other leaders at Meta who are already responsible for that work,” Olivan wrote in his Facebook post.

yet the attainment of that goal has been stymied, despite Google having at its disposal an unusual combination of technological means, the agreement of many authors and publishers, and enough money to compensate just about everyone who needs it.

by 2008, representatives of authors, publishers, and Google did manage to reach a settlement to make the full library available to the public, for pay, and to institutions. In the settlement agreement, they also put terminals in libraries, but didn’t ever get around to doing that. But that agreement then came under further attacks from a whole new set of critics

Four years ago, a federal judge sided with the critics and threw out the 2008 settlement,

predictably, a full seven years after the court decision was first announced, we’re still waiting.