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Covid deaths, though always concentrated in older people, have in 2022 skewed toward older people more than they did at any point since vaccines became widely available.

That swing in the pandemic has intensified pressure on the Biden administration to protect older Americans, with health officials in recent weeks encouraging everyone 50 and older to get a second booster and introducing new models of distributing antiviral pills.

But the mortality gap between older and younger people has grown: Middle-aged Americans, who suffered a large share of pandemic deaths last summer and fall, are now benefiting from new stores of immune protection in the population as Covid deaths once again cluster around older people.

among people 65 and older, 13 percent are unvaccinated, 3 percent have a single Moderna or Pfizer shot and another 14 percent are vaccinated but not boosted.

“The government wasn’t sure about the booster shot,” he said. “If they weren’t sure about it, and they’re the ones who put it out, why would I take it?” Mr. Thomas said Covid recently killed a former boss of his and hospitalized an older family friend.

But scientists warned that many older Americans remained susceptible. To protect them, geriatricians called on nursing homes to organize in-home vaccinations or mandate additional shots.

That changed last summer and fall, during the Delta surge. Older people were getting vaccinated more quickly than other groups: By November, the vaccination rate in Americans 65 and older was roughly 20 percentage points higher than that of those in their 40s. And critically, those older Americans had received vaccines relatively recently, leaving them with strong levels of residual protection.

As a result, older people suffered from Covid at lower rates than they had been before vaccines became available. Among people 85 and older, the death rate last fall was roughly 75 percent lower than it had been in the winter of 2020, Dr. Stokes’s recent study found.

The rebalancing of Covid deaths was so pronounced that, among Americans 80 and older, overall deaths returned to prepandemic levels in 2021, according to a study posted online in February.

“In 2021, you see the mortality impact of the pandemic shift younger,” said Ridhi Kashyap, a lead author of that study and a demographer at the University of Oxford.

For some people, even three vaccine doses appear to become less protective over time against Omicron-related hospital admissions.

During the Omicron wave, Covid death rates were once again dramatically higher for older Americans than younger ones, Dr. Stokes said. Older people also made up an overwhelming share of the excess deaths — the difference between the number of people who actually died and the number who would have been expected to die if the pandemic had never happened.

Long-ago Covid cases do not prevent future infections, but reinfected people are less likely to become seriously ill.

Eventually, her family had to arrange a trip to a pharmacy on their own for a second booster.“It just seems that now the onus is put completely on the individual,” she said. “It’s not like it’s made easy for you.”

Looking through a political lens, James Piereson in “Shattered Consensus” observes a collapse of the postwar understanding of government’s role, namely to promote full employment and to police a disorderly world. He expects a “fourth revolution” around the end of this decade, following the Jeffersonian upheaval of 1800, the Civil War and the New Deal. Such a revolution, he writes, is required or else “the polity will begin to disintegrate for lack of fundamental agreement.”

In “The Fourth Turning Is Here,” published this summer, demographic historian Neil Howe arrived at a similar conclusion. His view springs from a conviction that human history follows highly predictable cycles based on the “saeculum,” or typical human life span of 80 years or so, and the differing experiences of four generations within that span. The next “turning,” he predicts, is due in about 2033

It will resemble those in the 1760s, 1850s and 1920s, Howe writes, that produced “bone-jarring Crises so monumental that, by their end, American society emerged wholly transformed.”

Others see disaster’s origins in economics

Failure to resume strong growth and to produce greater economic equality will bring forth authoritarian regimes both left and right. This year, in his book “The Crisis of Democratic Capitalism,” Financial Times editor Martin Wolf advocated for an array of reforms, including carbon taxation, a presumption against horizontal mergers, a virtual ban on corporate share buybacks, compulsory voting, and extra votes for younger citizens and parents of children. He fears that, absent such measures, “the light of political and personal freedom might once again disappear from the world.”

Unsettling as these forecasts are, the even more troubling thought is that maybe a true crisis is not just inevitable but also necessary to future national success and social cohesion.

Now, I’m grudgingly ready to surrender and accept that the cliché must be true: Washington will not face up to its duty except in a genuine crisis. Then and only then will we, as some would say, focus on the existential threats to our iconic institutions.

Now, market guru John Mauldin has begun forecasting a “great reset” when these unsustainable bills cannot be paid, when “the economy comes crashing down around our ears.” Writing in August, he said he sees this happening “roughly 7-10 years from now.”

Encouragingly, if vaguely, most of these seers retain their optimism. Piereson closes by imagining “a new order on the foundations of the old.” Confessing that he doesn’t “know exactly how it will work,” Mauldin expects us to “muddle through” somehow.

Howe, because he sees his sweeping, socially driven generational cycles recurring all the way back to the Greeks, is the most cavalier. Although “the old American republic is collapsing,” he says, we will soon pass through a “great gate in history,” resolve our challenges and emerge with a “new collective identity.”

Paradoxically, these ominous projections can help worrywarts like me move through what might be called the stages of political grief.

A decade ago, an optimist could tell himself that a democratically mature people could summon the will or the leaders to stop plundering its children’s futures, and to reconcile or at least agree to tolerate sincerely held cultural disagreements.

For a while after that, it seemed plausible to hope for incremental reforms that would enable the keeping of most of our safety-net promises, and for a cooling or exhaustion of our poisonous polarization.

Bowles called what’s coming “the most predictable economic crisis” — there’s that word again, aptly applied — “in history.” And that was many trillions of borrowing ago.

So maybe we might as well get on with it, and hope that we at least “muddle through.” I’ve arrived at the final stage: Crisis? Ready when you are.

17 percent of G.D.P.

there is now one administrator or manager for every 4.7 employees, doing things like designing anti-harassment trainings, writing corporate mission statements, collecting data and managing “systems.”

This situation is especially grave in higher education. The Massachusetts Institute of Technology now has almost eight times as many nonfaculty employees as faculty employees

The general job of administrators, who are invariably good and well-meaning people, is to supervise and control, and they gain power and job security by hiring more people to work for them to create more supervision and control

Their power is similar to what Annie Lowrey of The Atlantic has called the “time tax.” If you’ve ever fought a health care, corporate or university bureaucracy, you quickly realize you don’t have the time for it, so you give up

As Philip K. Howard has been arguing for years, good organizations give people discretion to do what is right. But the trend in public and private sector organizations has been to write rules that rob people of the power of discretion

kids’ activities, from travel sports to recess, are supervised, and rules dominate. Parents are afraid their kids might be harmed, but as Jonathan Haidt and Greg Lukianoff have argued, by being overprotective, parents make their kids more fragile and more vulnerable to harm.

High school students design their lives to fit the metrics that college admissions officers require. And what traits are selective schools looking for? They’re looking for students who are willing to conform to the formulas the gatekeepers devise.

t Stanford is apparently now tamed. I invite you to read Ginevra Davis’s essay “Stanford’s War on Social Life” in Palladium, which won a vaunted Sidney Award in 2022 and details how university administrators cracked down on student initiatives to make everything boring, supervised and safe.

Mark Edmundson teaches literature at the University of Virginia. The annual self-evaluations he had to submit used to be one page. Now he has to fill out about 15 electronic pages of bureaucratese that include demonstrating how his work advances D.E.I., to make sure his every waking moment conforms to the reigning ideology.

the whole administrative apparatus comes with an implied view of human nature. People are weak, fragile, vulnerable and kind of stupid. They need administrators to run their lives

The result is the soft despotism that Tocqueville warned us about centuries ago, a power that “is absolute, minute, regular, provident and mild.”

this kind of power is now centerless. Presidents and executives don’t run companies, universities or nations. Power is now held by everyone who issues work surveys and annual reports, the people who create H.R. trainings and collect data

Trumpian populism is about many things, but one of them is this: working-class people rebelling against administrators. It is about people who want to lead lives of freedom, creativity and vitality, who find themselves working at jobs, sending their kids to schools and visiting hospitals, where they confront “an immense and tutelary power” (Tocqueville’s words) that is out to diminish them.

there is a world of content out there that has not been watermarked, which is done by adding imperceptible information to a digital file so that its provenance can be traced. Once watermarking at creation becomes widespread, and people adapt to distrust content that is not watermarked, then everything produced before that point in time can be much more easily called into question.

countering them is much harder when the cost of creating near-perfect fakes has been radically reduced.

There are many examples of how economic and political powers manipulated the historical record to their own ends. Stalin purged disloyal comrades from history by executing them — and then altering photographic records to make it appear as if they never existed

Slovenia, upon becoming an independent country in 1992, “erased” over 18,000 people from the registry of residents — mainly members of the Roma minority and other ethnic non-Slovenes. In many cases, the government destroyed their physical records, leading to their loss of homes, pensions, and access to other services, according to a 2003 report by the Council of Europe Commissioner for Human Rights.

The infamous Protocols of the Elders of Zion, first published in a Russian newspaper in 1903, purported to be meeting minutes from a Jewish conspiracy to control the world. First discredited in August 1921, as a forgery plagiarized from multiple unrelated sources, the Protocols featured prominently in Nazi propaganda, and have long been used to justify antisemitic violence, including a citation in Article 32 of Hamas’s 1988 founding Covenant.

In 1924, the Zinoviev Letter, said to be a secret communiqué from the head of the Communist International in Moscow to the Communist Party of Great Britain to mobilize support for normalizing relations with the Soviet Union, was published by The Daily Mail four days before a general election. The resulting scandal may have cost Labour the election.

As it becomes easier to generate historical disinformation, and as the sheer volume of digital fakes explodes, the opportunity will become available to reshape history, or at least to call our current understanding of it into question.

Decades later Operation Infektion — a Soviet disinformation campaign — used forged documents to spread the idea that the United States had invented H.I.V., the virus that causes AIDS, as a biological weapon.

Fortunately, a path forward has been laid by the same companies that created the risk.

In indexing a large share of the world’s digital media to train their models, the A.I. companies have effectively created systems and databases that will soon contain all of humankind’s digitally recorded content, or at least a meaningful approximation of it.

They could start work today to record watermarked versions of these primary documents, which include newspaper archives and a wide range of other sources, so that subsequent forgeries are instantly detectable.

many of the intellectual property concerns around providing a searchable online archive do not apply to creating watermarked and time-stamped versions of documents, because those versions need not be made publicly available to serve their purpose. One can compare a claimed document to the recorded archive by using a mathematical transformation of the document known as a “hash,” the same technique the Global Internet Forum to Counter Terrorism, uses to help companies screen for known terrorist content.

creating verified records of historical documents can be valuable for the large A.I. companies. New research suggests that when A.I. models are trained on A.I.-generated data, their performance quickly degrades. Thus separating what is actually part of the historical record from newly created “facts” may be critical.

Preserving the past will also mean preserving the training data, the associated tools that operate on it and even the environment that the tools were run in.

Such a vellum will be a powerful tool. It can help companies to build better models, by enabling them to analyze what data to include to get the best content, and help regulators to audit bias and harmful content in the models