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Last month, President Biden’s trade representative, Katherine Tai, notified the World Trade Organization that the American government no longer supported a proposal it once spearheaded that would have exported the American laissez-faire approach to tech. Had that proposal been adopted, it would have spared tech companies the headache of having to deal with many different domestic laws about how data must be handled, including rules mandating that it be stored or analyzed locally. It also would have largely shielded tech companies from regulations aimed at protecting citizens’ privacy and curbing monopolistic behavior.

The move to drop support for that digital trade agenda has been pilloried as disaster for American companies and a boon to China, which has a host of complicated restrictions on transferring data outside of China. “We have warned for years that either the United States would write the rules for digital trade or China would,” Senator Mike Crapo, a Republican from Idaho, lamented in a press statement. “Now, the Biden administration has decided to give China the pen.”

While some of this agenda is reasonable and good for the world — too much regulation stifles innovation — adopting this agenda wholesale would risk cementing the advantages that big American tech companies already enjoy and permanently distorting the market in their favor.

who used to answer the phone and interact with lobbyists at the U.S. trade representative’s office. The paper includes redacted emails between Trump-era trade negotiators and lobbyists for Facebook, Google, Microsoft and Amazon, exchanging suggestions for the proposed text for the policy on digital trade in the United States-Mexico-Canada Agreement. “While they were previously ‘allergic to Washington,’ as one trade negotiator described, over the course of a decade, technology companies hired lobbyists and joined trade associations with the goal of proactively influencing international trade policy,” Ms. Li wrote in the Socio-Economic Review.

That paper explains how U.S. trade officials came to champion a digital trade policy agenda that was nearly identical to what Google, Apple and Meta wanted: No restrictions on the flow of data across borders. No forced disclosure of source codes or algorithms in the normal course of business. No laws that would curb monopolies or encourage more competition — a position that is often cloaked in clauses prohibiting discrimination against American companies. (Since so many of the monopolistic big tech players are American, rules targeting such behavior disproportionately fall on American companies, and can be portrayed as unfair barriers to trade.)

This approach essentially takes the power to regulate data out of the hands of governments and gives it to technology companies, according to research by Henry Gao, a Singapore-based expert on international trade.

The truth is that Ms. Tai is taking the pen away from Meta, Google and Amazon, which helped shape the previous policy, according to a research paper published this year by Wendy Li,

Many smaller tech companies complain that big players engage in monopolistic behavior that should be regulated. For instance, Google has been accused of privileging its own products in search results, while Apple has been accused of charging some developers exorbitant fees to be listed in its App Store. A group of smaller tech companies called the Coalition for App Fairness thanked Ms. Tai for dropping support for the so-called tech-friendly agenda at the World Trade Organization.

Still, Ms. Tai’s reversal stunned American allies and foreign business leaders and upended negotiations over digital trade rules in the Indo-Pacific Economic Framework, one of Mr. Biden’s signature initiatives in Asia.

The about-face was certainly abrupt: Japan, Singapore and Australia — which supported the previous U.S. position — were left on their own. It’s unfortunate that U.S. allies and even some American officials were taken by surprise. But changing stances was the right call.

The previous American position at the World Trade Organization was a minority position. Only 34 percent of countries in the world have open data transfer policies like the United States, according to a 2021 World Bank working paper, while 57 percent have adopted policies like the European Union’s, which allow data to flow freely but leave room for laws that protect privacy and personal data.

Nine percent of countries have restrictive data transfer policies, including Russia and China.

The United States now has an opportunity to hammer out a sensible global consensus that gives tech companies what they need — clarity, more universal rules, and relative freedom to move data across borders — without shielding them from the kinds of regulations that might be required to protect society and competition in the future.

If the Biden administration can shepherd a digital agreement that strikes the right balance, there’s a chance that it will also restore faith in free trade by showing that trade agreements don’t have to be written by the powerful at the expense of the weak.

Apple and Google said they allow users to create audiobooks free of charge that use digitally replicated human voices. The voices featured in audiobooks generated by Apple and Google come from real people, whose voices helped train their automated-narration engines.

Ms. Papel said there is still plenty of work for professional narrators because the new era of AI auto-narration is just getting under way, though she said that might not be the case in the future.

“From what I can see, human narrators are freaking out,

Melissa Papel, a Paris-born actress who records from her home studio in Los Angeles, said she recorded eight hours of content for DeepZen, reading in French from different books. “One called for me to read in an angry way, another in a disgusted way, a humorous way, a dramatic way,” she said.

Charles Watkinson, director of the University of Michigan Press, said the publisher has made about 100 audiobooks using Google’s free auto-narrated audiobook platform since early last year. The new technology made those titles possible because it eliminated the costs associated with using a production studio, support staff and human narrators.

“I understood that they would use my voice to teach software how to speak more humanly,” Ms. Papel said. “I didn’t realize they could use my voice to pronounce words I didn’t say. That’s incredible.”

DeepZen pays its narrators a flat fee plus a royalty based on the revenue the company generates from different projects. The agreements span multiple years

a national union that represents performers, including professional audiobook narrators, said he expects AI to eventually disrupt the industry.

Audiobook sales rose 7% last year, according to the Association of American Publishers, while print book sales declined by 5.8%, according to book tracker Circana BookScan.

eepZen says it has signed deals with 35 publishers in the U.S. and abroad and is working with 25 authors.

Josiah Ziegler, a psychiatrist in Fort Collins, Colo., last year created Intellectual Classics, which focuses on nonfiction works that are out of copyright and don’t have an audiobook edition. 

He chose Mr. Herrmann as the narrator for “The War with Mexico,” a work by Justin H. Smith that won the 1920 Pulitzer Prize for history whose audiobook version Dr. Ziegler expects to publish later this year.

DeepZen, which has created nearly a hundred audiobooks featuring Mr. Herrmann’s voice, is pursuing the rights of other well-known stars who have died.

A study by economists at Stanford University and New York University published two months after November’s US presidential election found that in the run-up to the vote, fake anti-Clinton stories had been shared 30 million times on Facebook, while those favouring her were shared eight million times.

It said: “The average American saw and remembered 0.92 pro-Trump fake news stories and 0.23 pro-Clinton fake news stories, with just over half of those who recalled seeing fake news stories believing them.

But it called into question the power of fake news reports spread on social media to alter the outcome of the election, saying that, “for fake news to have changed the outcome of the election, a single fake article would need to have had the same persuasive effect as 36 television campaign ads”.

He added: “It has to be ingrained in the schools, it has to be ingrained in the public. There has to be a massive campaign. We have to think through every demographic... It’s almost as if a new course is required for the modern kid, for the digital kid.

And I think we’ve seen that there is an expectation in this country of who is supposed to be policed and who is not supposed to be policed, that you’re supposed to go police those people over there, but if you order me to wear a mask, well, that’s just too much here. And we see time and time again that most killings by police start with traffic stops, mental health checks, domestic disturbances, low level offenses. We’ve seen with the cases of Philando Castile and others that traffic stops can be deadly. Randy, where does this come from? Why is the focus on low level offenses and not solving murders? I think a lot of people think that the police are focused on catching criminals, when that’s not really what they do.

Yeah. I mean, I think lovingly, I came to this position because we’ve been putting platinum bandaids and piecemeal reforms into place. And it hasn’t made policing any better for Black people or poor people or immigrant people, right? When we talk about defunding the police, we’re not just talking about the sheriff in your county or the P.D. in your inner city neighborhood. We’re talking about the state police. We’re talking about Capitol police who we literally watched hand-walk insurrectionists out of the Capitol on January 6. We’re talking about immigrant communities that are impacted by I.C.E., right? We’re talking about Customs and Border Patrol.

And the roots are embedded in white supremacy ideology that oftentimes we’re unwilling to admit. The other thing, good apples can’t simply override bad apples. Yes, overwhelmingly, officers get into it because they want to protect and serve. But we just heard from Randy what happens in that process. Good apples become poisoned. And they also can at times become rotten themselves. Because part of what happens is that they get swallowed up in the system. And due to qualified immunity, they are completely alleviated from any sort of financial culpability. And I think insurances can be a huge way to increase accountability.

So part of what we have to think through is better solutions. And what the research I’ve conducted suggests is that if we reallocate some of those calls for service, not only are there better people in the social service sector, such as mental health specialists or Department of Transportation better equipped to handle those things, but also police officers can then focus on the more violent crimes and increasing that clearance rate.

That’s how we got Ferguson, right? That’s how we ended up with the death of Michael Brown. So what all of this led me to is when you follow the money, just over the past five years, in the major 20 metropolitan areas in the United States, taxpayers have paid out over $2 billion with a B in settlements for police misconduct. Oftentimes, people are paying for their own brutality, so outside of police budgets, which have swelled over the past three decades. I mean, you have everything from over 40 percent in Oakland to well over 35 percent in cities like Chicago and Minneapolis, that these civilian payouts don’t even come from the police budget. And what it led me to is that if we had police department insurance policies, if we had more police officer malpractice individual liability insurance, we would see not only a shift in financial culpability, but also a shift in accountability.

How do we keep people safe if we defund the police? But I bet if I asked you, Jane or Rashawn or Randy, to close your eyes and tell me a time where you felt safe, what did it feel like, you wouldn’t tell me that there was a cop there. And if it was, it would probably be because that cop might have been your dad or your mom or your aunt or your uncle, right? Not because they were in their uniform in a cop car policing somebody else. So quite frankly, I think the only solution to policing in this country is abolition. And how do we get there through divestment and investment is really super clear.

Do I think that we can reform our way out of the crisis of policing in this country? I do not. And I don’t because I’ve seen so many times us try. I’ve seen us say that if we just trained them more, it would be different. I’ve seen us say, if we just banned no-knock warrants, it would be different. I’ve seen us say, if we just got body cams on these cops, which is more and more and more money going to policing, but what we’ve seen is that that hasn’t distracted or detracted them because they can continue to use reasonable force as their get out of jail and accountability-free card. So I just don’t believe that the data shows that reforming our way out of policing is keeping Black people free and alive.

But you know what? They did. But you know what also survived those historical periods? Law enforcement. You know why? Because law enforcement is the gatekeeper of legalized state sanctioned violence. Law enforcement abolition probably requires a revolution we haven’t seen before. Part of what abolitionists also want — because I think there are two main camps. There are some that are like, law enforcement shouldn’t exist. Prisons shouldn’t exist. There are others who are like, look, we need to reimagine it. Like those rotten trees, we need to cut it down. When you deal with a rotten tree or a rotten plant, simply cutting it down doesn’t make it go away. The roots come back, right? And oftentimes, the plant comes back stronger. And interestingly, it comes back in a different form, like it’s wrapped in a different package. And so, but there are some people who say, how about we address abolition from the standpoint of abolishing police departments as they currently stand and reimagining and rebuilding public safety in a way that’s different? See, even the terminology we use is really important — policing, law enforcement, public safety. Part of reimagining law enforcement is reimagining the terms we use for what safety means. And how I think about it is, who has the right to truly express their First Amendment right and be verbally and/or nonviolently expressive? It’s not illegal to be combative.

And one of my colleagues was reading a clip. And he was saying, yeah, we need more police surveillance. We need to make sure that we watch what they’re doing. We need more training. This clip was from the 1980s, almost around the same time where Ash was talking about she was born.

The United States taxpayer is essentially asked to foot this impossible and never-ending bill to maintain this failed system of policing, right? I want to pull a little bit on Randy’s last point and what Dr. Ray raised about guns as well. It’s like even Forbes, I think, last week mentioned that more than one mass shooting per day has occurred in 2021. And so if cops keep me safe from gun violence, this stat wouldn’t be real, right? So if police officers were keeping Black people safe from gun violence, the world will be a very different place. And I doubt we would be having this conversation in the first place. We’ve got to actually be innovative beyond the request for support for more money for more trainings, for more technology. And so, quite frankly, when we think about what’s happening on the federal level legislatively right now with the Justice and Policing Act, I think the movement for Black — well, not I think — I know the movement for Black Lives unequivocally doesn’t support it. Because, again, it’s an attempt at 1990 solutions to a 2021 problem

If you want to learn more about police reform, I recommend reading the text of the George Floyd Justice and Policing Act of 2021. I also recommend The New York Times Magazine piece that features a roundtable of experts and organizers. It’s called, “The message is clear: policing in America is broken and must change.

The No. 1 pick for people leaving San Francisco is Austin, Texas, with other winners including Seattle, New York and Chicago, according to moveBuddha, a site that compiles data on moving.

The biggest tech companies aren’t going anywhere, and tech stocks are still soaring. Apple’s flying-saucer-shaped campus is not going to zoom away. Google is still absorbing ever more office space in San Jose and San Francisco. New founders are still coming to town.

But the migration from the Bay Area appears real. Residential rents in San Francisco are down 27 percent from a year ago, and the office vacancy rate has spiked to 16.7 percent, a number not seen in a decade.

Pinterest, which has one of the most iconic offices in town, paid $90 million to break a lease for a site where it planned to expand. And companies like Twitter and Facebook have announced “work from home forever” plans.

Now the local tech industry is rapidly expanding. Apple is opening a $1 billion, 133-acre campus. Alphabet, Amazon and Facebook have all either expanded their footprints in Austin or have plans to. Elon Musk, the Tesla founder and one of the two richest men in the world, said he had moved to Texas. Start-up investor money is arriving, too: The investors at 8VC and Breyer Capital opened Austin offices last year.

The San Francisco exodus means the talent and money of newly remote tech workers are up for grabs. And it’s not just the mayor of Miami trying to lure them in.

There are 33,000 members in the Facebook group Leaving California and 51,000 in its sister group, Life After California. People post pictures of moving trucks and links to Zillow listings in new cities.

If San Francisco of the 2010s proved anything, it’s the power of proximity. Entrepreneurs could find a dozen start-up pitch competitions every week within walking distance. If they left a big tech company, there were start-ups eager to hire, and if a start-up failed, there was always another.

No one leaving the city is arguing that a culture of innovation is going to spring up over Zoom. So some are trying to recreate it. They are getting into property development, building luxury tiny-home compounds and taking over big, funky houses in old resort towns.

Look at the world from Erdogan’s point of view.

Turkey has a long, troubled relationship with the Kurds living in its own country. It has suppressed the Kurdish language; sporadically carried on a guerrilla war against Kurdish separatists within its borders and beyond; and views the Syrian Kurds as in league with the Kurdistan Workers’ Party, or PKK, a group it considers a terrorist organization.

Add to Apple Podcasts, Google Podcasts

A nationalistic war against a longtime enemy could also shore up Erdogan’s flagging political standing at home.

On Tuesday, Microsoft, Amazon’s closest competitor in cloud computing, also reported its most profitable quarter, growing 30 percent from a year earlier.

That slow return to health is also providing momentum to companies that suffered early in the pandemic

Twitter’s stock dropped about 14 percent in after-hours trading on Thursday

Sales were $96.1 billion, up 37 percent from a year earlier, and profits rose to $6.3 billion.

Amazon said sales could reach $121 billion in the fourth quarter because of the confluence of Prime Day, the holiday shopping season and the turn to online spending.

Apple’s services segment, which includes revenues from the App Store and offerings like Apple Music, increased 16 percent to $14.5 billion. Sales rose 46 percent for iPads, 29 percent for Mac computers and 21 percent for wearables.

No, says the other camp, led by Jonathan Haidt; the kids are not all right, their devices are partly to blame, and here are the studies showing why.

we should not wait for the replication crisis in the social sciences to resolve itself before we consider the question of whether the naysayers are on to something. And normal powers of observation and imagination should be sufficient to make us at least wary of smartphones.

These powerful instruments represent a technological advance on par with that of the power loom or the automobile

The achievement can be difficult to properly appreciate because instead of exerting power over physical processes and raw materials, they operate on social processes and the human psyche: They are designed to maximize attention, to make it as difficult as possible to look away.

they have transformed the qualitative experience of existing in the world. They give a person’s sociality the appearance and feeling of a theoretically endless open network, while in reality, algorithms quietly sort users into ideological, aesthetic, memetic cattle chutes of content.

Importantly, the process by which smartphones change us requires no agency or judgment on the part of a teen user, and yet that process is designed to provide what feels like a perfectly natural, inevitable, and complete experience of the world.

The expectation that children and adolescents will navigate new technologies with fully formed and muscular capacities for reason and responsibility often seems to go along with a larger abdication of responsibility on the part of the adults involved.

It is not a particular activity that you start and stop and resume, and it is not a social scene that you might abandon when it suits you.

It is instead a complete shadow world of endless images; disembodied, manipulable personas; and the ever-present gaze of others. It lives in your pocket and in your mind.

The price you pay for its availability—and the engine of its functioning—is that you are always available to it, as well. Unless you have a strength of will that eludes most adults, its emissaries can find you at any hour and in any place to issue your summons to the grim pleasure palace.

the self-restraint and self-discipline required to use a smartphone well—that is, to treat it purely as an occasional tool rather than as a totalizing way of life—are unreasonable things to demand of teenagers

these are unreasonable things to demand of me, a fully adult woman

To enjoy the conveniences that a smartphone offers, I must struggle against the lure of the permanent scroll, the notification, the urge to fix my eyes on the circle of light and keep them fixed. I must resist the default pseudo-activity the smartphone always calls its user back to, if I want to have any hope of filling the moments of my day with the real activity I believe is actually valuable.

for a child or teen still learning the rudiments of self-control, still learning what is valuable and fulfilling, still learning how to prioritize what is good over the impulse of the moment, it is an absurd bar to be asked to clear

One camp says yes, the kids are fine

adults have frequently given in to a Faustian temptation: offering up their children’s generation to be used as guinea pigs in a mass longitudinal study in exchange for a bit more room to breathe in their own undeniably difficult roles as educators, caretakers, and parents.

One reason commonly offered for maintaining our socio-technological status quo is that nothing really has changed with the advent of the internet, of Instagram, of Tiktok and Youtube and 4Chan

But the environments in which humans find themselves vary significantly, and in ways that have equally significant downstream effects on the particular expression of human nature in that context.

The pre-internet advertising world was vicious, to be sure, but when the “pre-” came off, its vices were moved into a compound interest account. In the world of online advertising, at any moment, in any place, a user engaged in an infinite scroll might be presented with native content about how one Instagram model learned to accept her chunky (size 4) thighs, while in the next clip, another model relates how a local dermatologist saved her from becoming an unlovable crone at the age of 25

developing pathological interests and capacities used to take a lot more work than it does now

You had to seek it out, as you once had to seek out pornography and look someone in the eye while paying for it. You were not funneled into it by an omnipresent stream of algorithmically curated content—the ambience of digital life, so easily mistaken by the person experiencing it as fundamentally similar to the non-purposive ambience of the natural world.

And when interpersonal relations between teens become sour, nasty, or abusive, as they often do and always have, the unbalancing effects of transposing social life to the internet become quite clear

No one wants to come down on the side of tamping off pleasures and suppressing teen activity.

This is not a world I want to live in. I think it hurts everyone; but I especially think it hurts those young enough to receive it as a natural state of affairs rather than as a profound innovation.

so I am baffled by the most routine objection to any blaming of smartphones for our society-wide implosion of teenagers’ mental health,

In short, and inevitably, today’s teenagers are suffering from capitalism—specifically “late capitalism,

what shocks me about this rhetorical approach is the rush to play defense for Apple and its peers, the impulse to wield the abstract concept of capitalism as a shield for actually existing, extremely powerful, demonstrably ruthless capitalist actors.

This motley alliance of left-coded theory about the evils of business and right-coded praxis in defense of a particular evil business can be explained, I think, by a deeper desire than overthrowing capitalism. It is the desire not to be a prude or hysteric of bumpkin

For both young men and young women, the pornographic scenario—dominance and degradation, exposure and monetization—creates an experiential framework for desires that they are barely experienced enough to understand.

No one wants to be the shrill or leaden antagonist of a thousand beloved movies, inciting moral panics, scheming about how to stop the youths from dancing on Sunday.

But commercial pioneers are only just beginning to explore new frontiers in the profit-driven, smartphone-enabled weaponization of our own pleasures against us

To limit your moral imagination to the archetypes of the fun-loving rebel versus the stodgy enforcers in response to this emerging reality is to choose to navigate it with blinders on, to be a useful idiot for the robber barons of online life rather than a challenger to the corrupt order they maintain.

The very basic question that needs to be asked with every product rollout and implementation is what technologies enable a good human life?

this question is not, ultimately, the province of social scientists, notwithstanding how useful their work may be on the narrower questions involved. It is the free privilege, it is the heavy burden, for all of us, to think—to deliberate and make judgments about human good, about what kind of world we want to live in, and to take action according to that thought.

I am not sure how to build a world in which childrens and adolescents, at least, do not feel they need to live their whole lives online.

whatever particular solutions emerge from our negotiations with each other and our reckonings with the force of cultural momentum, they will remain unavailable until we give ourselves permission to set the terms of our common life.

And this we must do without waiting for social science to hand us a comprehensive mandate it is fundamentally unable to provide; without cowering in panic over moral panics

most of all, without affording Apple, Facebook, Google, and their ilk the defensive allegiance we should reserve for each other.

The complication that Gordon and other internet-skeptical researchers like Ha-Joon Chang have introduced is to question just how meaningful those digital technologies have been for a) economic growth and b) the daily experience of human life. It can be hard for people who stare at their phones all day to consider the possibility that digital technology just isn’t that important. But ask yourself: if you were forced to live either without your iPhone or without indoor plumbing, could you really choose the latter?

Certainly the improvements in medical care in the past half-century feel very important to me as someone living now, and one saved life has immensely emotional and practical importance for many people. What’s more, advances in communication sciences and computer technology genuinely have been revolutionary; going from the Apple II to the iPhone in 30 years is remarkable.

we can always debate what constitutes major or revolutionary change

Why is Apple going so hard on TITANIUM? Well, where else does smartphone development have to go?

continued improvements in worldwide mortality in the past 75 years have been a matter of spreading existing treatments and practices to the developing world, rather than the result of new science.

When you got your first smartphone, and you thought about what the future would hold, were your first thoughts about more durable casing? I doubt it. I know mine weren’t.

The question is, who in 2023 ever says to themselves “smartphone cameras just aren’t good enough”?

The elephant in the room, obviously, is AI.

The processors will get faster. They’ll add more RAM. They’ll generally have more power. But for what? To run what? To do what? To run the games that we were once told would replace our PlayStation and Xbox games, but didn’t?

Smartphone development has been a good object lesson in the reality that cool ideas aren’t always practical or worthwhile

There were, in those breathless early days, a lot of talk about how people simply wouldn’t own laptops anymore, how your phone would do everything. But it turns out that, for one thing, the keyboard remains an input device of unparalleled convenience and versatility.

We developed this technology for typewriters and terminals and desktops, it Just Works, and there’s no reason to try and “disrupt” it

Instead of one device to rule them all, we developed a norm of syncing across devices and cloud storage, which works well. (I always thought it was pretty funny, and very cynical, how Apple went from calling the iPhone an everything device to later marketing the iPad and iWatch.) In other words, we developed a software solution rather than a hardware one

I will always give it up to Google Maps and portable GPS technology; that’s genuinely life-altering, probably the best argument for smartphones as a transformative technology. But let me ask you, honestly: do you still go out looking for apps, with the assumption that you’re going to find something that really changes your life in a significant way?

some people are big VR partisans. I’m deeply skeptical. The brutal failures of Meta’s new “metaverse” is just one new example of a decades-long resistance to the technology among consumers

maybe I just don’t want VR to become popular, given the potential ugly social consequences. If you thought we had an incel problem now….

And as impressive as some new development in medicine has been, there’s no question that in simple terms of reducing preventable deaths, the advances seen from 1900 to 1950 dwarf those seen since. To a rem

It’s not artificial intelligence. It thinks nothing like a human thinks. There is no reason whatsoever to believe that it has evolved sentience or consciousness. There is nothing at present that these systems can do that human being simply can’t. But they can potentially do some things in the world of bits faster and cheaper than human beings, and that might have some meaningful consequences. But there is no reasonable, responsible claim to be made that these systems are imminent threats to conventional human life as currently lived, whether for good or for bad. IMO.

Let’s mutually agree to consider immediate plausible human technological progress outside of AI or “AI.” What’s coming? What’s plausible?

The most consequential will be our efforts to address climate change, and we have the potential to radically change how we generate electricity, although electrifying heating and transportation are going to be harder than many seem to think, while solar and wind power have greater ecological costs than people want to admit. But, yes, that’s potentially very very meaningful

It’s another example of how technological growth will still leave us with continuity rather than with meaningful change.

I kept thinking was, privatizing space… to do what? A manned Mars mission might happen in my lifetime, which is cool. But a Mars colony is a distant dream

This is why I say we live in the Big Normal, the Big Boring, the Forever Now. We are tragic people: we were born just too late to experience the greatest flowering of human development the world has ever seen. We do, however, enjoy the rather hefty consolation prize that we get to live with the affordances of that period, such as not dying of smallpox.

I think we all need to learn to appreciate what we have now, in the world as it exists, at the time in which we actually live. Frankly, I don’t think we have any other choice.

“The technology to allow the resale of digital goods is now in place, and it will cause a dramatic upheaval,

“The vast majority of e-books are not available in your public library,” said Brandon Butler, director of public policy initiatives for the Association of Research Libraries. “That’s pathetic.”

For over a century, the ability of consumers, secondhand bookstores and libraries to do whatever they wanted with a physical book has been enshrined in law. The crucial 1908 case involved a publisher that issued a novel with a warning that no one was allowed to sell it for less than $1. When Macy’s offered the book for 89 cents, the publisher sued. That led to a landmark Supreme Court ruling limiting the copyright owner’s control to the first sale. After that, it was a free market.

"The music industry is a microcosm of what is happening in the U.S. economy at large," Mr Krueger said. "We are increasingly becoming a ‘winner-take-all economy,’ a phenomenon that the music industry has long experienced. Over recent decades, technological change, globalization and an erosion of the institutions and practices that support shared prosperity in the U.S. have put the middle class under increasing stress. The lucky and the talented—and it is often hard to tell the difference—have been doing better and better, while the vast majority has struggled to keep up."

why does Mr Mankiw pick three figures from the entertainment and computer industries, where everyone knows the "superstar" phenomenon is strongest? Because if he used examples from other industries, it would be even more difficult to convince the reader that the immense rewards being reaped by those at the top had anything to do with their unique contributions to the economy

Perhaps those other guys wouldn't have been as good at their jobs; in that case, these firms would have lost market share to competitors. So what?

The social purpose of high executive pay is to create incentives for hard work to maximise profit. But these guys are being paid double what their predecessors were making in the 1980s

Are we seeing startlingly better corporate performance today than we were back then? Is there greater productive innovation in, say, medical technology or commercial real estate? Is our economy growing faster? Are general standards of living rising faster? No, no, no and no.

Mr Mankiw's analogy stacks the deck by making it appear as though great creative entrepreneurs create the consumer demand which leads to inequality. This is not how things work.

If the government were to, for example, return top marginal tax rates to the levels that prevailed in the 1990s or the 1970s in order to compensate for the superstar effect, there is no reason to believe that the top one percent would produce any less value for society than they do now. Mr Spielberg would likely have worked just as hard at 1970s tax rates as he does at 2013 tax rates; indeed, he did so when he made "Jaws". Similarly, Mr Jobs worked very hard on the Apple 2e in the 1970s and on the iMac in the 1990s, and Ms Rowling worked quite hard on the Harry Potter series even though tax rates in Britain are much higher than those in America.

The skills don’t transfer.

And despite his boasts on the campaign trail that he “never” settles lawsuits, for fear of encouraging more, he and his businesses have settled with plaintiffs in at least 100 cases reviewed by USA TODAY.

To maintain an apples-to-apples comparison, only actions that used the developers' names were included. The analysis found Trump has been involved in more legal skirmishes than all five of the others — combined.

A second type of algorithm can also see the consequences of particular moves far, far in advance of the game by playing millions and millions or perhaps even billions of combinations of moves. In contrast, human Go experts have their experience to rely on, but it is fuzzy by comparison. Think of this as an intellectual version of John Henry and the jackhammer.