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Media companies using this technology claim it is now possible for the “mood” of the reader or viewer to be tracked in real time and the content of the advertising to be changed accordingly

ads targeted at readers based on their predicted moods rather than their previous behaviour improved the click-through rate by 40%.

Given that the average click through rate (the number of times anyone actually clicks on an ad) is about 0.4%, this number (in gross terms) is probably less impressive than it sounds.

Cambridge Analytica, the company that misused Facebook data and, according to its own claims, helped Donald Trump win the 2016 election, used psychographic segmentation.

For many years “contextual” ads served by not very intelligent algorithms were the bane of digital editors’ lives. Improvements in machine learning should help eradicate the horrible business of showing insurance advertising to readers in the middle of an article about a devastating fire.

The words “brand safety” are increasingly used by publishers when demonstrating products such as Project Feels. It is a way publishers can compete on micro-targeting with platforms such as Facebook and YouTube by pointing out that their targeting will not land you next to a conspiracy theory video about the dangers of chemtrails.

the exploitation of psychographics is not limited to the responsible and transparent scientists at the NYT. While publishers were showing these shiny new tools to advertisers, Amazon was advertising for a managing editor for its surveillance doorbell, Ring, which contacts your device when someone is at your door. An editor for a doorbell, how is that going to work? In all kinds of perplexing ways according to the ad. It’s “an exciting new opportunity within Ring to manage a team of news editors who deliver breaking crime news alerts to our neighbours. This position is best suited for a candidate with experience and passion for journalism, crime reporting, and people management.” So if instead of thinking about crime articles inspiring fear and advertising doorbells in the middle of them, what if you took the fear that the surveillance-device-cum-doorbell inspires and layered a crime reporting newsroom on top of it to make sure the fear is properly engaging?

The media has arguably already played an outsized role in making sure that people are irrationally scared, and now that practice is being strapped to the considerably more powerful engine of an Amazon product.

This will not be the last surveillance-based newsroom we see. Almost any product that produces large data feeds can also produce its own “news”. Imagine the Fitbit newsroom or the managing editor for traffic reports from dashboard cams – anything that has a live data feed emanating from it, in the age of the Internet of Things, can produce news.

Some parents said they were alarmed and frightened by schools’ new monitoring technologies. Others said they were conflicted, seeing some benefits to schools watching over what kids are doing online, but uncertain if their schools were striking the right balance with privacy concerns. Many said they were not even sure what kind of surveillance technology their schools might be using, and that the permission slips they had signed when their kids brought home school devices had told them almost nothing

“They’re so unclear that I’ve just decided to cut off the research completely, to not do any of it.”

As of 2018, at least 60 American school districts had also spent more than $1m on separate monitoring technology to track what their students were saying on public social media accounts, an amount that spiked sharply in the wake of the 2018 Parkland school shooting, according to the Brennan Center for Justice, a progressive advocacy group that compiled and analyzed school contracts with a subset of surveillance companies.

“They are all mandatory, and the accounts have been created before we’ve even been consulted,” he said. Parents are given almost no information about how their children’s data is being used, or the business models of the companies involved. Any time his kids complete school work through a digital platform, they are generating huge amounts of very personal, and potentially very valuable, data. The platforms know what time his kids do their homework, and whether it’s done early or at the last minute. They know what kinds of mistakes his kids make on math problems.

Felix, now 12, said he is frustrated that the school “doesn’t really [educate] students on what is OK and what is not OK. They don’t make it clear when they are tracking you, or not, or what platforms they track you on. “They don’t really give you a list of things not to do,” he said. “Once you’re in trouble, they act like you knew.”

“It’s the school as panopticon, and the sweeping searchlight beams into homes, now, and to me, that’s just disastrous to intellectual risk-taking and creativity.”

Many parents also said that they wanted more transparency and more parental control over surveillance. A few years ago, Ben, a tech professional from Maryland, got a call from his son’s principal to set up an urgent meeting. His son, then about nine or 10-years old, had opened up a school Google document and typed “I want to kill myself.” It was not until he and his son were in a serious meeting with school officials that Ben found out what happened: his son had typed the words on purpose, curious about what would happen. “The smile on his face gave away that he was testing boundaries, and not considering harming himself,” Ben said. (He asked that his last name and his son’s school district not be published, to preserve his son’s privacy.) The incident was resolved easily, he said, in part because Ben’s family already had close relationships with the school administrators.

there is still no independent evaluation of whether this kind of surveillance technology actually works to reduce violence and suicide.

Certain groups of students could easily be targeted by the monitoring more intensely than others, she said. Would Muslim students face additional surveillance? What about black students? Her daughter, who is 11, loves hip-hop music. “Maybe some of that language could be misconstrued, by the wrong ears or the wrong eyes, as potentially violent or threatening,” she said.

The Parent Coalition for Student Privacy was founded in 2014, in the wake of parental outrage over the attempt to create a standardized national database that would track hundreds of data points about public school students, from their names and social security numbers to their attendance, academic performance, and disciplinary and behavior records, and share the data with education tech companies. The effort, which had been funded by the Gates Foundation, collapsed in 2014 after fierce opposition from parents and privacy activists.

“More and more parents are organizing against the onslaught of ed tech and the loss of privacy that it entails. But at the same time, there’s so much money and power and political influence behind these groups,”

some privacy experts – and students – said they are concerned that surveillance at school might actually be undermining students’ wellbeing

“I do think the constant screen surveillance has affected our anxiety levels and our levels of depression.” “It’s over-guarding kids,” she said. “You need to let them make mistakes, you know? That’s kind of how we learn.”

In a fifth of a second, [x+1] says it can access and analyze thousands of pieces of information about a single user

When he saw the 3,748 lines of code that passed in an instant between his computer and Capital One's website, Mr. Burney said: "There's a shocking amount of information there."

[x+1]'s assessment of Mr. Burney's location and Nielsen demographic segment are specific enough that it comes extremely close to identifying him as an individual—that is, "de- anonymizing" him—according to Peter Eckersley, staff scientist at the Electronic Frontier Foundation, a privacy-advocacy group.

All around the world, political leaders, scholars and citizens are searching for responses to the challenge of preserving control of our identities in a digital world that never forgets. Are the most promising solutions going to be technological? Legislative? Judicial? Ethical? A result of shifting social norms and cultural expectations? Or some mix of the above?

These approaches share the common goal of reconstructing a form of control over our identities: the ability to reinvent ourselves, to escape our pasts and to improve the selves that we present to the world.

many technological theorists assumed that self-governing communities could ensure, through the self-correcting wisdom of the crowd, that all participants enjoyed the online identities they deserved. Wikipedia is one embodiment of the faith that the wisdom of the crowd can correct most mistakes — that a Wikipedia entry for a small-town mayor, for example, will reflect the reputation he deserves. And if the crowd fails — perhaps by turning into a digital mob — Wikipedia offers other forms of redress

In practice, however, self-governing communities like Wikipedia — or algorithmically self-correcting systems like Google — often leave people feeling misrepresented and burned. Those who think that their online reputations have been unfairly tarnished by an isolated incident or two now have a practical option: consulting a firm like ReputationDefender, which promises to clean up your online image. ReputationDefender was founded by Michael Fertik, a Harvard Law School graduate who was troubled by the idea of young people being forever tainted online by their youthful indiscretions. “I was seeing articles about the ‘Lord of the Flies’ behavior that all of us engage in at that age,” he told me, “and it felt un-American that when the conduct was online, it could have permanent effects on the speaker and the victim. The right to new beginnings and the right to self-definition have always been among the most beautiful American ideals.”

In the Web 3.0 world, Fertik predicts, people will be rated, assessed and scored based not on their creditworthiness but on their trustworthiness as good parents, good dates, good employees, good baby sitters or good insurance risks.

“Our customers include parents whose kids have talked about them on the Internet — ‘Mom didn’t get the raise’; ‘Dad got fired’; ‘Mom and Dad are fighting a lot, and I’m worried they’ll get a divorce.’ ”

as facial-recognition technology becomes more widespread and sophisticated, it will almost certainly challenge our expectation of anonymity in public

Ohm says he worries that employers would be able to use social-network-aggregator services to identify people’s book and movie preferences and even Internet-search terms, and then fire or refuse to hire them on that basis. A handful of states — including New York, California, Colorado and North Dakota — broadly prohibit employers from discriminating against employees for legal off-duty conduct like smoking. Ohm suggests that these laws could be extended to prevent certain categories of employers from refusing to hire people based on Facebook pictures, status updates and other legal but embarrassing personal information. (In practice, these laws might be hard to enforce, since employers might not disclose the real reason for their hiring decisions, so employers, like credit-reporting agents, might also be required by law to disclose to job candidates the negative information in their digital files.)

research group’s preliminary results suggest that if rumors spread about something good you did 10 years ago, like winning a prize, they will be discounted; but if rumors spread about something bad that you did 10 years ago, like driving drunk, that information has staying power

many people aren’t worried about false information posted by others — they’re worried about true information they’ve posted about themselves when it is taken out of context or given undue weight. And defamation law doesn’t apply to true information or statements of opinion. Some legal scholars want to expand the ability to sue over true but embarrassing violations of privacy — although it appears to be a quixotic goal.

Researchers at the University of Washington, for example, are developing a technology called Vanish that makes electronic data “self-destruct” after a specified period of time. Instead of relying on Google, Facebook or Hotmail to delete the data that is stored “in the cloud” — in other words, on their distributed servers — Vanish encrypts the data and then “shatters” the encryption key. To read the data, your computer has to put the pieces of the key back together, but they “erode” or “rust” as time passes, and after a certain point the document can no longer be read.

Plenty of anecdotal evidence suggests that young people, having been burned by Facebook (and frustrated by its privacy policy, which at more than 5,000 words is longer than the U.S. Constitution), are savvier than older users about cleaning up their tagged photos and being careful about what they post.

norms are already developing to recreate off-the-record spaces in public, with no photos, Twitter posts or blogging allowed. Milk and Honey, an exclusive bar on Manhattan’s Lower East Side, requires potential members to sign an agreement promising not to blog about the bar’s goings on or to post photos on social-networking sites, and other bars and nightclubs are adopting similar policies. I’ve been at dinners recently where someone has requested, in all seriousness, “Please don’t tweet this” — a custom that is likely to spread.

There’s already a sharp rise in lawsuits known as Twittergation — that is, suits to force Web sites to remove slanderous or false posts.

strategies of “soft paternalism” that might nudge people to hesitate before posting, say, drunken photos from Cancún. “We could easily think about a system, when you are uploading certain photos, that immediately detects how sensitive the photo will be.”

It’s sobering, now that we live in a world misleadingly called a “global village,” to think about privacy in actual, small villages long ago. In the villages described in the Babylonian Talmud, for example, any kind of gossip or tale-bearing about other people — oral or written, true or false, friendly or mean — was considered a terrible sin because small communities have long memories and every word spoken about other people was thought to ascend to the heavenly cloud. (The digital cloud has made this metaphor literal.) But the Talmudic villages were, in fact, far more humane and forgiving than our brutal global village, where much of the content on the Internet would meet the Talmudic definition of gossip: although the Talmudic sages believed that God reads our thoughts and records them in the book of life, they also believed that God erases the book for those who atone for their sins by asking forgiveness of those they have wronged. In the Talmud, people have an obligation not to remind others of their past misdeeds, on the assumption they may have atoned and grown spiritually from their mistakes. “If a man was a repentant [sinner],” the Talmud says, “one must not say to him, ‘Remember your former deeds.’ ” Unlike God, however, the digital cloud rarely wipes our slates clean, and the keepers of the cloud today are sometimes less forgiving than their all-powerful divine predecessor.

On the Internet, it turns out, we’re not entitled to demand any particular respect at all, and if others don’t have the empathy necessary to forgive our missteps, or the attention spans necessary to judge us in context, there’s nothing we can do about it.

Gosling is optimistic about the implications of his study for the possibility of digital forgiveness. He acknowledged that social technologies are forcing us to merge identities that used to be separate — we can no longer have segmented selves like “a home or family self, a friend self, a leisure self, a work self.” But although he told Facebook, “I have to find a way to reconcile my professor self with my having-a-few-drinks self,” he also suggested that as all of us have to merge our public and private identities, photos showing us having a few drinks on Facebook will no longer seem so scandalous. “You see your accountant going out on weekends and attending clown conventions, that no longer makes you think that he’s not a good accountant. We’re coming to terms and reconciling with that merging of identities.”

a humane society values privacy, because it allows people to cultivate different aspects of their personalities in different contexts; and at the moment, the enforced merging of identities that used to be separate is leaving many casualties in its wake.

we need to learn new forms of empathy, new ways of defining ourselves without reference to what others say about us and new ways of forgiving one another for the digital trails that will follow us forever

One two-letter word cannot possibly hold all of the varied experiences of data, specifically those of the people are at the most immediate risk: visible minorities, LGBTQ+ people, indigenous communities, the elderly, the disabled, displaced migrants, the incarcerated

At least twenty-six states allow the FBI to perform facial recognition searches against their databases of images from drivers licenses and state IDs, despite the fact that the FBI’s own reports have indicated that facial recognition is less accurate for black people. Black people, already at a higher risk of arrest and incarceration than other Americans, feel these data systems in a much different way than I do

last week, the Department of Justice passed a brief to the Supreme Court arguing that sex discrimination protections do not extend to transgender people. If this ruling were to be supported, it would immediately put trans women and men at more risk than others from the surveillant data technologies that are becoming more and more common in the workplace. Trans people will be put in distinct danger — a reality that is lost when they are folded neatly into a communal we

I looked at the list of speakers for the conference in Brussels to get an idea of the particular we of Cook’s audience, which included Mark Zuckerberg, Google’s CEO Sundar Pichai and the King of Spain. Of the presenters, 57% were men and 83% where white. Only 4 of the 132 people on stage were black.

another we that Tim Cook necessarily speaks on the behalf of: privileged men in tech. This we includes Mark and Sundar; it includes 60% of Silicon Valley and 91% of its equity. It is this we who have reaped the most benefit from Big Data and carried the least risk, all while occupying the most time on stage

Here’s a more urgent question for us, one that doesn’t ask what we want but instead what they need:How can this new data world be made safer for the people who are facing real risks, right now?

“The act of listening has greater ethical potential than speaking” — Julietta Singh

citizens of What Not are ranked based on their intelligence from A to C3 and can’t marry or procreate with someone of the same rank to ensure that intelligence is evenly distributed

Brave New World is more futuristic and preoccupied with technology than What Not. In Huxley’s world, procreation and education have become completely mechanized and emotions are strictly regulated pharmaceutically. Macaulay’s Britain is just the beginning of this process, and its characters are not yet completely indoctrinated into the new ways of the state—they resist it intellectually and question its endeavors, like the newly-passed Mental Progress Act. She writes:He did not like all this interfering, socialist what-not, which was both upsetting the domestic arrangements of his tenants and trying to put into their heads more learning than was suitable for them to have. For his part he thought every man had a right to be a fool if he chose, yes, and to marry another fool, and to bring up a family of fools too.

Where Huxley pairs dumb but pretty and “pneumatic” ladies with intelligent gentlemen, Macaulay’s work is decidedly less sexist.

We was published in French, Dutch, and German. An English version was printed and sold only in the US. When Orwell wrote about We in 1946, it was only because he’d managed to borrow a hard-to-find French translation.

While Orwell never indicated that he read Macaulay, he shares her subversive and subtle linguistic skills and satirical sense. His protagonist, Winston—like Kitty—works for the government in its Ministry of Truth, or Minitrue in Newspeak, where he rewrites historical records to support whatever Big Brother currently says is good for the regime. Macaulay would no doubt have approved of Orwell’s wit. And his state ministries bear a striking similarity to those she wrote about in What Not.

Orwell was familiar with Huxley’s novel and gave it much thought before writing his own blockbuster. Indeed, in 1946, before the release of 1984, he wrote a review of Zamyatin’s We (pdf), comparing the Russian novel with Huxley’s book. Orwell declared Huxley’s text derivative, writing in his review of We in The Tribune:The first thing anyone would notice about We is the fact—never pointed out, I believe—that Aldous Huxley’s Brave New World must be partly derived from it. Both books deal with the rebellion of the primitive human spirit against a rationalised, mechanized, painless world, and both stories are supposed to take place about six hundred years hence. The atmosphere of the two books is similar, and it is roughly speaking the same kind of society that is being described, though Huxley’s book shows less political awareness and is more influenced by recent biological and psychological theories.

In We, the story is told by D-503, a male engineer, while in Brave New World we follow Bernard Marx, a protagonist with a proper name. Both characters live in artificial worlds, separated from nature, and they recoil when they first encounter people who exist outside of the state’s constructed and controlled cities.

Although We is barely known compared to Orwell and Huxley’s later works, I’d argue that it’s among the best literary science fictions of all time, and it’s highly relevant, as it was when first written. Noam Chomsky calls it “more perceptive” than both 1984 and Brave New World. Zamyatin’s futuristic society was so on point, he was exiled from the Soviet Union because it was such an accurate description of life in a totalitarian regime, though he wrote it before Stalin took power.

Macaulay’s work is more subtle and funny than Huxley’s. Despite being a century old, What Not is remarkably relevant and readable, a satire that only highlights how little has changed in the years since its publication and how dangerous and absurd state policies can be. In this sense then, What Not reads more like George Orwell’s 1949 novel 1984 

Orwell was critical of Zamyatin’s technique. “[We] has a rather weak and episodic plot which is too complex to summarize,” he wrote. Still, he admired the work as a whole. “[Its] intuitive grasp of the irrational side of totalitarianism—human sacrifice, cruelty as an end in itself, the worship of a Leader who is credited with divine attributes—[…] makes Zamyatin’s book superior to Huxley’s,”

Like our own tech magnates and nations, the United State of We is obsessed with going to space.

Perhaps in 2019 Macaulay’s What Not, a clever and subversive book, will finally get its overdue recognition.

Henry James did the limited third person really well, showing us the way to do it. He milked that cow successfully. And it’s a great cow, it still gives lots of milk. But if you read only contemporary stuff, always third-person limited, you don’t realize that point of view in a story is very important and can be very movable. It’s here where I suggest that people read books like Woolf’s To the Lighthouse to see what she does by moving from mind to mind. Or Tolstoy’s War and Peace for goodness’ sake. Wow. The way he slides from one point of view to another without you knowing that you’ve changed point of view—he does it so gracefully. You know where you are, whose eyes you are seeing through, but you don’t have the sense of being jerked from place to place. That’s mastery of a craft.

Any of us who grew up reading eighteenth- or nineteenth-century fiction are perfectly at home with what is called “omniscience.” I myself call it “authorial” point of view because the term “omnisicence,” the idea of an author being omniscient, is so often used in a judgmental way, as if it were a bad thing. But the author, after all, is the author of all these characters, the maker, the inventor of them. In fact all the characters are the author if you come right down to the honest truth of it. So the author has the perfect right to know what they’re thinking. If the author doesn’t tell you what they are thinking … why? This is worth thinking about. Often it’s simply to spin out suspense by not telling you what the author knows. Well, that’s legitimate. This is art. But I’m trying to get people to think about their choices here, because there are so many beautiful choices that are going unused. In a way, first person and limited third are the easiest ones, the least interesting. 

to preach that story is conflict, always to ask, “Where’s the conflict in your story?”—this needs some thinking about. If you say that story is about conflict, that plot must be based on conflict, you’re limiting your view of the world severely. And in a sense making a political statement: that life is conflict, so in stories conflict is all that really matters. This is simply untrue. To see life as a battle is a narrow, social-Darwinist view, and a very masculine one. Conflict, of course, is part of life, I’m not saying you should try to keep it out of your stories, just that it’s not their only lifeblood. Stories are about a lot of different things

The first decade of her career, beginning in the sixties, included some of her most well-known works of fiction: A Wizard of Earthsea, The Left Hand of Darkness, The Dispossessed, and The Lathe of Heaven. Each of these works imagined not just worlds, but homes, homes that became real for her readers, homes where protagonists were women, people of color, gender fluid, anticapitalist—imaginary homes that did not simply spin out our worst dystopic fears for the future like so many of the apocalyptic novels of today, but also modeled other ways of being, other ways to create home.

“Children know perfectly well that unicorns aren’t real,” Le Guin once said. “But they also know that books about unicorns, if they are good books, are true books.”

“Fake rules” and “alternative facts” are used in our time not to increase moral understanding and social possibility but to increase power for those who already have it. A war on language has unhinged words from their meaning, language from its capacity as truth-teller. But perhaps, counterintuitively, it is in the realm of the imagination, the fictive, where we can best re-ground ourselves in the real and the true.

you can’t find your own voice if you aren’t listening for it. The sound of your writing is an essential part of what it’s doing. Our teaching of writing tends to ignore it, except maybe in poetry. And so we get prose that goes clunk, clunk, clunk. And we don’t know what’s wrong with it

You emphasize the importance of understanding grammar and grammar terminology but also the importance of interrogating its rules. You point out that it is a strange phenomenon that grammar is the tool of our trade and yet so many writers steer away from an engagement with it. In my generation and for a while after—I was born in 1929—we were taught grammar right from the start. It was quietly drilled into us. We knew the names of the parts of speech, we had a working acquaintance with how English works, which they don’t get in most schools anymore. There is so much less reading in schools, and very little teaching of grammar. For a writer this is kind of like being thrown into a carpenter’s shop without ever having learned the names of the tools or handled them consciously. What do you do with a Phillips screwdriver? What is a Phillips screwdriver? We’re not equipping people to write; we’re just saying, “You too can write!” or “Anybody can write, just sit down and do it!” But to make anything, you’ve got to have the tools to make it.

In your book on writing, Steering the Craft, you say that morality and language are linked, but that morality and correctness are not the same thing. Yet we often confuse them in the realm of grammar. The “grammar bullies”—you read them in places like the New York Times—and they tell you what is correct: You must never use “hopefully.” “Hopefully, we will be going there on Tuesday.” That is incorrect and wrong and you are basically an ignorant pig if you say it. This is judgmentalism. The game that is being played there is a game of social class. It has nothing to do with the morality of writing and speaking and thinking clearly, which Orwell, for instance, talked about so well. It’s just affirming that I am from a higher class than you are. The trouble is that people who aren’t taught grammar very well in school fall for these statements from these pundits, delivered with vast authority from above. I’m fighting that. A very interesting case in point is using “they” as a singular. This offends the grammar bullies endlessly; it is wrong, wrong, wrong! Well, it was right until the eighteenth century, when they invented the rule that “he” includes “she.” It didn’t exist in English before then; Shakespeare used “they” instead of “he or she”—we all do, we always have done, in speaking, in colloquial English. It took the women’s movement to bring it back to English literature. And it is important. Because it’s a crossroads between correctness bullying and the moral use of language. If “he” includes “she” but “she” doesn’t include “he,” a big statement is being made, with huge social and moral implications. But we don’t have to use “he” that way—we’ve got “they.” Why not use it?

Because the term “AI” is ambiguous, it makes having clear discussions more difficult. In one sense, it is the name of a subfield of computer science. In another, it can refer to the computing techniques developed in that subfield, most of which are now focused on pattern matching based on large data sets and the generation of new media based on those patterns. Finally, in marketing copy and start-up pitch decks, the term “AI” serves as magic fairy dust that will supercharge your business.

output can seem so plausible that without a clear indication of its synthetic origins, it becomes a noxious and insidious pollutant of our information ecosystem

Not only do we risk mistaking synthetic text for reliable information, but also that noninformation reflects and amplifies the biases encoded in its training data—in this case, every kind of bigotry exhibited on the Internet. Moreover the synthetic text sounds authoritative despite its lack of citations back to real sources. The longer this synthetic text spill continues, the worse off we are, because it gets harder to find trustworthy sources and harder to trust them when we do.

the people selling this technology propose that text synthesis machines could fix various holes in our social fabric: the lack of teachers in K–12 education, the inaccessibility of health care for low-income people and the dearth of legal aid for people who cannot afford lawyers, just to name a few

the systems rely on enormous amounts of training data that are stolen without compensation from the artists and authors who created it in the first place

the task of labeling data to create “guardrails” that are intended to prevent an AI system’s most toxic output from seeping out is repetitive and often traumatic labor carried out by gig workers and contractors, people locked in a global race to the bottom for pay and working conditions.

employers are looking to cut costs by leveraging automation, laying off people from previously stable jobs and then hiring them back as lower-paid workers to correct the output of the automated systems. This can be seen most clearly in the current actors’ and writers’ strikes in Hollywood, where grotesquely overpaid moguls scheme to buy eternal rights to use AI replacements of actors for the price of a day’s work and, on a gig basis, hire writers piecemeal to revise the incoherent scripts churned out by AI.

too many AI publications come from corporate labs or from academic groups that receive disproportionate industry funding. Much is junk science—it is nonreproducible, hides behind trade secrecy, is full of hype and uses evaluation methods that lack construct validity

We urge policymakers to instead draw on solid scholarship that investigates the harms and risks of AI—and the harms caused by delegating authority to automated systems, which include the unregulated accumulation of data and computing power, climate costs of model training and inference, damage to the welfare state and the disempowerment of the poor, as well as the intensification of policing against Black and Indigenous families. Solid research in this domain—including social science and theory building—and solid policy based on that research will keep the focus on the people hurt by this technology.

Now it’s virtually a religious obligation to talk about the National Security State and its close cousin, the Surveillance State, with nothing short of veneration.

The NSA, beginning 2001, was secretly ordered to spy domestically on the communications of American citizens. It has escalated in all sorts of lawless, and now lawful ways, such that it is now an enormous part of what that agency does. Even more significantly, the technology that it has developed is now shared by a whole variety of agencies, including the FBI

Now, the Patriot Act is completely uncontroversial. It gets renewed without any notice every three years with zero reforms, no matter which party is in control.

hey are two, as I said, established Democrats warning that the Democratic control of the Executive branch is massively abusing this already incredibly broad Patriot Act. And one of the things they are trying to do is extract some basic information from the NSA about what it is they’re doing in terms of the surveillance on the American people.  Because even though they are on the Intelligence Committee, they say they don’t even know the most basic information about what the NSA does including even how many Americans have had their e-mails read or had their telephone calls intercepted by the NSA.

"We can’t tell you how many millions of Americans are having their e-mails read by us, and their telephone calls listened in by us, because for us to tell you that would violate the privacy of American citizens."

An article in Popular Mechanics in 2004 reported on a study of American surveillance and this is what it said: “There are an estimated 30 million surveillance cameras now deployed in the United States shooting 4 billion hours of footage a week. Americans are being watched. All of us, almost everywhere.” There is a study in 2006 that estimated that that number would quadruple to 100 million cameras -- surveillance cameras -- in the United States within five years largely because of the bonanza of post-9/11 surveilling. 

it’s not just the government that is engaged in surveillance, but just as menacingly, corporations, private corporations, engage in huge amounts of surveillance on us. They give us cell phones that track every moment of where we are physically, and then provide that to law enforcement agencies without so much as a search warrant.  Obviously, credit card and banking transactions are reported, and tell anyone who wants to know everything we do. We talk about the scandal of the Bush eavesdropping program that was not really a government eavesdropping program, so much as it was a private industry eavesdropping program. It was done with the direct and full cooperation of AT&T, Sprint, Verizon and the other telecom giants. In fact, when you talk about the American Surveillance State, what you’re really talking about is no longer public government agencies. What you’re talking about is a full-scale merger between the federal government and industry. That is what the Surveillance State is

The principle being that there can be no human interaction, especially no human communication, not just for international between foreign nations but by America citizens on American soils that is beyond the reach of the U.S. government.

at exactly the same time that the government has been massively expanding its ability to know everything that we’re doing it has simultaneously erected a wall of secrecy around it that prevents us from knowing anything that they’re doing

government now operates with complete secrecy, and we have none

it makes people believe that they’re free even though they’ve been subtly convinced that there are things that they shouldn’t do that they might want to do

what has happened in the last three to four years is a radical change in the war on terror. The war on terror has now been imported into United States policy. It is now directed at American citizens on American soil. So rather than simply sending drones to foreign soil to assassinate foreign nationals, we are now sending drones to target and kill American citizens without charges or trial. Rather than indefinitely detaining foreign nationals like Guantanamo, Congress last year enacted, and President Obama signed, the National Defense Authorization Act that permits the detention -- without trial, indefinitely -- of American citizens on U.S. soil.

this is what the Surveillance State is designed to do.  It’s justified, in the name of terrorism, of course that’s the packaging in which it’s wrapped, that’s been used extremely, and in all sorts of ways, since 9/11 for domestic application. And that’s being, that’s happening even more. It’s happening in terms of the Occupy movement and the infiltration that federal officials were able to accomplish using Patriot Act authorities. It’s happened with pro-Palestinian activists in the United States and all other dissident groups that have themselves [dealt with] with surveillance and law enforcement used by what was originally the war on terror powers.

if the government is able to know what we speak about and know who we’re talking to, know what it is that we’re planning, it makes any kind of activism extremely difficult. Because secrecy and privacy are prerequisites to effective actions.

we are training our young citizens to live in a culture where the expect they are always being watched. And we want them to be chilled, we want them to be deterred, we want them not to ever challenge orthodoxy or to explore limits where engaging creativity in any kind. This type of surveillance, by design, breeds conformism.  That’s its purpose. that’s what makes surveillance so pernicious.

f you go and speak to communities of American Muslims is you find an incredibly pervasive climate of fear.

This climate of fear creates limits around the behavior in which they’re willing to engage in very damaging ways

governments, when they want to give themselves abusive and radical powers, typically first target people who they think their citizens won’t care very much about, because they’ll think they’re not affected by it

the psychological effects on East German people endure until today. The way in which they have been trained for decades to understand that there are limits to their life, even once you remove the limits, they’ve been trained that those are not things they need to transgress.

Rosa Luxembourg said, “He who does not move does not notice his chains.”

You can acculturate people to believing that tyranny is freedom, that their limits are actually emancipations and freedom, that is what this Surveillance State does, by training people  to accept their own conformity that they are actually free, that they no longer even realize the ways in which they’re being limited.

important means of subverting this one-way mirror that I’ve described is forcible, radical transparency. It’s one of the reasons I support, so enthusiastically and unqualafiably, groups like Anonymous and WikiLeaks. I want holes to be blown in the wall of secrecy.

There are things like the Tor project and other groups that enable people to use the internet without any detection from government authorities. That has the effect of preventing regimes that actually bar their citizens from using the Internet from doing so since you can no longer trace the origins of the Internet user. But it also protects people who live in countries like ours where the government is trying to constantly monitor what we do by sending our communications through multiple proxies around the world that can’t be invaded. There’s really a war taking place: an arms race where the government and these groups are attempting to stay one tactical step ahead of the other. In terms of ability to shield internet communications from the government and the government’s ability to invade them and participating in this war in ways that are supportive of the “good side” are really critical as is veiling yourself from the technology that exists, to make what you do as tight as possible.

There is a long and unfortunate history of cooperation between government security agencies and powerful corporations to deprive individuals of their privacy and other civil liberties, and any program that institutionalizes close, secretive ties between such organizations raises serious questions about the scope of its activities, now and in the future.

Many people are indifferent to the disappearance of privacy -- even with regard to government officials -- because they don't perceive any real value to it.  The ways in which the loss of privacy destroys a society are somewhat abstract and difficult to articulate, though very real.  A society in which people know they are constantly being monitored is one that breeds conformism and submission, and which squashes innovation, deviation, and real dissent. 

that's what a Surveillance State does:  it breeds fear of doing anything out of the ordinary by creating a class of meek citizens who know they are being constantly watched.

The loss of privacy is entirely one-way.  Government and corporate authorities have destroyed most vestiges of privacy for you, while ensuring that they have more and more for themselves.  The extent to which you're monitored grows in direct proportion to the secrecy with which they operate.  Sir Francis Bacon's now platitudinous observation that "knowledge itself is power" is as true as ever.  That's why this severe and always-growing imbalance is so dangerous, even to those who are otherwise content to have themselves subjected to constant monitoring.

"Within the cinema industry this tool will feed powerful marketing data that will inform film directors, cinema advertisers and cinemas with useful data about what audiences enjoy and what adverts capture the most attention. By measuring emotion and movement film companies and cinema advertising agencies can learn so much from their audiences that will help to inform creativity and strategy.” 

hey plan to fine-tune it to monitor our reactions to window displays and probably anywhere else the data can be used for surveillance and marketing.

Muslim women have got the right idea. Soon well all be wearing privacy tents.

In George Orwell's novel 1984, each home has a mandatory "telescreen," a large flat panel, something like a TV, but with the ability for the authorities to observer viewers in order to ensure they are watching all the required propaganda broadcasts and reacting with appropriate emotions. Problem viewers would be brought to the attention of the Thought Police. The telescreen, of course, could not be turned off. It is reassuring to know that our technology has finally caught up with Oceania's.

There were no flying cars and domed cities, as promised in Popular Science; rather, there was a dumbing down of the population engineered by right-wing politicians, televangelists, and Madison Avenue. I called what we saw “De-evolution,” based upon the tendency toward entropy across all human endeavors. Borrowing the tactics of the Mad Men-era of our childhood, we shortened the name of the idea to the marketing-friendly “Devo.”

we witnessed an America where the capacity for critical thought and reasoning were eroding fast. People mindlessly repeating slogans from political propaganda and ad campaigns: “America, Love It or leave It”; “Don’t Ask Why, Drink Bud Dry”; “You’ve Come A Long Way, Baby”; even risk-free, feel-good slogans like “Give Peace a Chance.” Here was an emerging Corporate Feudal State

it seemed like the only real threat to consumer society at our disposal was meaning: turning sloganeering on its head for sarcastic or subversive means, and making people notice that they were being moved and manipulated by marketing, not by well-meaning friends disguised as mom-and-pop. And so creative subversion seemed the only viable course of action

Presently, the fabric that holds a society together has shredded in the wind. Everyone has their own facts, their own private Idaho stored in their expensive cellular phones

Social media provides the highway straight back to Plato’s Allegory of the Cave. The restless natives react to digital shadows on the wall, reduced to fear, hate, and superstition

The rise of authoritarian leadership around the globe, fed by ill-informed populism, is well-documented at this point. And with it, we see the ugly specter of increased racism and anti-Semitism. It’s open season on those who gladly vote against their own self-interests. The exponential increase in suffering for more and more of the population is heartbreaking to see. “Freedom of choice is what you got / Freedom from choice is what you want,” those Devo clowns said in 1980.

the hour is getting late. Perhaps the reason Devo was even nominated after 15 years of eligibility is because Western society seems locked in a death wish. Devo doesn’t skew so outside the box anymore. Maybe people are a bit nostalgic for our DIY originality and substance. We were the canaries in the coalmine warning our fans and foes of things to come in the guise of the Court Jester, examples of conformity in extremis in order to warn against conformity

Devo is merely the house band on the Titanic

The complex and its buildings vaguely recall a Southwest landmark frequently mistaken for the city of the future: Arcosanti, the architect Paolo Soleri’s 1970 “urban laboratory” nestled in the mountains north of Phoenix. It’s oddly fitting: Soleri imagined a sustainable desert utopia, as well as speculative space “arcologies”—self-sustaining architectural ecologies, delicately rendered as hypothetical asteroid-belt cities or prototype ships

The only spacecraft we see on the tour is a model of Virgin Galactic’s SpaceShipTwo, glimpsed from a distance in an otherwise empty hangar. Even the spacecraft isn’t real.

the name Spaceport America suggests theatrics. There are several commercial spaceports throughout the United States, some of which sport more activity and tenants. Most of Virgin Galactic’s testing has happened at the Mojave Air and Space Port; Virginia’s Mid-Atlantic Regional Spaceport recently signed on the SpaceX competitor Vector as a customer.Others, like Oklahoma’s Air and Space Port, seem to be even more like ghost towns than this one. But New Mexico’s gambit suggests we are at the spaceport of the nation. It doesn’t feel like the frontier of private space travel so much as a movie set.

Many promises for technologies of future urbanism start as desert prototypes

New Mexico examples tend to include slightly more dystopian rehearsals: Much of the state’s existing science and defense industries emerged from bringing Manhattan Project scientists to what, at the time, was the middle of nowhere to test nuclear weapons—essentially, to practice ending the world.

most of my fellow tourists take the premise of ubiquitous space travel to colonies on Mars as a fait accompli. I’m not sure why people in a desert would fantasize about going somewhere even harder to inhabit

Humanity dreams of going to space for many of the same reasons some people went to the desert: because it is there, because they hope to get rich extracting natural resources they find there, and because they suspect mysterious, new terrains can’t be any worse than the irredeemable wreckage of the landscape they’re leaving behind

believing in the inevitability of Mars colonies is maybe no less idealistic than believing in the Southwest itself

The romance and promise of the American West was built, in part, on federal land grants to private corporations that promised to bring boomtowns to places previously otherwise deemed uninhabitable wastelands. Cities rose and fell with the rerouting of railroads

To manifest destiny’s proponents, to doubt the inevitability of technological and social progress via the railroad was tantamount to doubting the will of God. Today, questioning the value of (mostly) privately funded space development likewise feels like doubting human progress

I wonder if the future always feels like rehearsal until it arrives, or if it is always rehearsal, only seeming like it has arrived when the run-through loses its novelty. Maybe all of the impatient skeptics will be proven wrong this year, and the future will finally arrive at Spaceport America. Here in the desert, a better future always seems to be right around the corner

American consumers spent five hours per day on their mobile devices, and showed a dizzying 69% year-over-year increase in time spent in apps like Facebook, Twitter, and YouTube. The prevalence of apps represents a concrete example of the movement away from the old notion of accessing the Internet through a browser and the new reality of the connected world and its myriad elements – news, social media, entertainment – being with us all the time

“In the 90s and even through the early 2000s, for many people, there was this way of thinking about cyberspace as a space that was somewhere else: it was in your computer. You went to your desktop to get there,” Weigel says. “One of the biggest shifts that’s happened and that will continue to happen is the undoing of a border that we used to perceive between the virtual and the physical world.”

While many of us think of the smartphone as a portal for accessing the outside world, the reciprocity of the device, as well as the larger pattern of our behavior online, means the portal goes the other way as well: it’s a means for others to access us

Weigel sees the unfettered access to our data, through our smartphone and browser use, of what she calls the big five tech companies – Apple, Alphabet (the parent company of Google), Microsoft, Facebook, and Amazon – as a legitimate problem for notions of democracy

an unfathomable amount of wealth, power, and direct influence on the consumer in the hands of just a few individuals – individuals who can affect billions of lives with a tweak in the code of their products

“This is where the fundamental democracy deficit comes from: you have this incredibly concentrated private power with zero transparency or democratic oversight or accountability, and then they have this unprecedented wealth of data about their users to work with,”

the rhetoric around the Internet was that the crowd would prevent the spread of misinformation, filtering it out like a great big hive mind; it would also help to prevent the spread of things like hate speech. Obviously, this has not been the case, and even the relatively successful experiments in this, such as Wikipedia, have a great deal of human governance that allows them to function properly

We should know and be aware of how these companies work, how they track our behavior, and how they make recommendations to us based on our behavior and that of others. Essentially, we need to understand the fundamental difference between our behavior IRL and in the digital sphere – a difference that, despite the erosion of boundaries, still stands

“Whether we know it or not, the connections that we make on the Internet are being used to cultivate an identity for us – an identity that is then sold to us afterward,” Lynch says. “Google tells you what questions to ask, and then it gives you the answers to those questions.”

It isn’t enough that the apps in our phone flatten all of the different categories of relationships we have into one broad group: friends, followers, connections. They go one step further than that. “You’re being told who you are all the time by Facebook and social media because which posts are coming up from your friends are due to an algorithm that is trying to get you to pay more attention to Facebook,” Lynch says. “That’s affecting our identity, because it affects who you think your friends are, because they’re the ones who are popping up higher on your feed.”

Google and Facebook know how to utilize negative emotions, leading to the new system-wide goal: find personalized ways to make you feel bad

in Adam Greenfield’s Radical Technologies, where he notices that ‘it seems strange to assert that anything as broad as a class of technologies might have an emotional tenor, but the internet of things does. That tenor is sadness… a melancholy that rolls off it in waves and sheets. The entire pretext on which it depends is a milieu of continuously shattered attention, of overloaded awareness, and of gaps between people just barely annealed with sensors, APIs and scripts.’ It is a life ‘savaged by bullshit jobs, over-cranked schedules and long commutes, of intimacy stifled by exhaustion and the incapacity by exhaustion and the incapacity or unwillingness to be emotionally present.’

Omnipresent social media places a claim on our elapsed time, our fractured lives. We’re all sad in our very own way.4 As there are no lulls or quiet moments anymore, the result is fatigue, depletion and loss of energy. We’re becoming obsessed with waiting. How long have you been forgotten by your love ones? Time, meticulously measured on every app, tells us right to our face. Chronos hurts. Should I post something to attract attention and show I’m still here? Nobody likes me anymore. As the random messages keep relentlessly piling in, there’s no way to halt them, to take a moment and think it all through.

Unlike the blog entries of the Web 2.0 era, social media have surpassed the summary stage of the diary in a desperate attempt to keep up with real-time regime. Instagram Stories, for example, bring back the nostalgia of an unfolding chain of events – and then disappear at the end of the day, like a revenge act, a satire of ancient sentiments gone by. Storage will make the pain permanent. Better forget about it and move on

By browsing through updates, we’re catching up with machine time – at least until we collapse under the weight of participation fatigue. Organic life cycles are short-circuited and accelerated up to a point where the personal life of billions has finally caught up with cybernetics

The price of self-control in an age of instant gratification is high. We long to revolt against the restless zombie inside us, but we don’t know how.

Sadness arises at the point we’re exhausted by the online world.6 After yet another app session in which we failed to make a date, purchased a ticket and did a quick round of videos, the post-dopamine mood hits us hard. The sheer busyness and self-importance of the world makes you feel joyless. After a dive into the network we’re drained and feel socially awkward. The swiping finger is tired and we have to stop.

Much like boredom, sadness is not a medical condition (though never say never because everything can be turned into one). No matter how brief and mild, sadness is the default mental state of the online billions. Its original intensity gets dissipated, it seeps out, becoming a general atmosphere, a chronic background condition. Occasionally – for a brief moment – we feel the loss. A seething rage emerges. After checking for the tenth time what someone said on Instagram, the pain of the social makes us feel miserable, and we put the phone away. Am I suffering from the phantom vibration syndrome? Wouldn’t it be nice if we were offline? Why is life so tragic? He blocked me. At night, you read through the thread again. Do we need to quit again, to go cold turkey again? Others are supposed to move us, to arouse us, and yet we don’t feel anything anymore. The heart is frozen

If experience is the ‘habit of creating isolated moments within raw occurrence in order to save and recount them,’11 the desire to anaesthetize experience is a kind of immune response against ‘the stimulations of another modern novelty, the total aesthetic environment’.

unlike burn-out, sadness is a continuous state of mind. Sadness pops up the second events start to fade away – and now you’re down the rabbit hole once more. The perpetual now can no longer be captured and leaves us isolated, a scattered set of online subjects. What happens when the soul is caught in the permanent present? Is this what Franco Berardi calls the ‘slow cancellation of the future’? By scrolling, swiping and flipping, we hungry ghosts try to fill the existential emptiness, frantically searching for a determining sign – and failing

Millennials, as one recently explained to me, have grown up talking more openly about their state of mind. As work/life distinctions disappear, subjectivity becomes their core content. Confessions and opinions are externalized instantly. Individuation is no longer confined to the diary or small group of friends, but is shared out there, exposed for all to see.

Snapstreaks, the ‘best friends’ fire emoji next to a friend’s name indicating that ‘you and that special person in your life have snapped one another within 24 hours for at least two days in a row.’19 Streaks are considered a proof of friendship or commitment to someone. So it’s heartbreaking when you lose a streak you’ve put months of work into. The feature all but destroys the accumulated social capital when users are offline for a few days. The Snap regime forces teenagers, the largest Snapchat user group, to use the app every single day, making an offline break virtually impossible.20 While relationships amongst teens are pretty much always in flux, with friendships being on the edge and always questioned, Snap-induced feelings sync with the rapidly changing teenage body, making puberty even more intense

The bare-all nature of social media causes rifts between lovers who would rather not have this information. But in the information age, this does not bode well with the social pressure to participate in social networks.

dating apps like Tinder. These are described as time-killing machines – the reality game that overcomes boredom, or alternatively as social e-commerce – shopping my soul around. After many hours of swiping, suddenly there’s a rush of dopamine when someone likes you back. ‘The goal of the game is to have your egos boosted. If you swipe right and you match with a little celebration on the screen, sometimes that’s all that is needed. ‘We want to scoop up all our options immediately and then decide what we actually really want later.’25 On the other hand, ‘crippling social anxiety’ is when you match with somebody you are interested in, but you can’t bring yourself to send a message or respond to theirs ‘because oh god all I could think of was stupid responses or openers and she’ll think I’m an idiot and I am an idiot and…’

The metric to measure today’s symptoms would be time – or ‘attention’, as it is called in the industry. While for the archaic melancholic the past never passes, techno-sadness is caught in the perpetual now. Forward focused, we bet on acceleration and never mourn a lost object. The primary identification is there, in our hand. Everything is evident, on the screen, right in your face. Contrasted with the rich historical sources on melancholia, our present condition becomes immediately apparent. Whereas melancholy in the past was defined by separation from others, reduced contacts and reflection on oneself, today’s tristesse plays itself out amidst busy social (media) interactions. In Sherry Turkle’s phrase, we are alone together, as part of the crowd – a form of loneliness that is particularly cruel, frantic and tiring.

What we see today are systems that constantly disrupt the timeless aspect of melancholy.31 There’s no time for contemplation, or Weltschmerz. Social reality does not allow us to retreat.32 Even in our deepest state of solitude we’re surrounded by (online) others that babble on and on, demanding our attention

distraction does not pull us away, but instead draws us back into the social

The purpose of sadness by design is, as Paul B. Preciado calls it, ‘the production of frustrating satisfaction’.39 Should we have an opinion about internet-induced sadness? How can we address this topic without looking down on the online billions, without resorting to fast-food comparisons or patronizingly viewing people as fragile beings that need to be liberated and taken care of.

We overcome sadness not through happiness, but rather, as media theorist Andrew Culp has insisted, through a hatred of this world. Sadness occurs in situations where stagnant ‘becoming’ has turned into a blatant lie. We suffer, and there’s no form of absurdism that can offer an escape. Public access to a 21st-century version of dadaism has been blocked. The absence of surrealism hurts. What could our social fantasies look like? Are legal constructs such as creative commons and cooperatives all we can come up with? It seems we’re trapped in smoothness, skimming a surface littered with impressions and notifications. The collective imaginary is on hold. What’s worse, this banality itself is seamless, offering no indicators of its dangers and distortions. As a result, we’ve become subdued. Has the possibility of myth become technologically impossible?

We can neither return to mysticism nor to positivism. The naive act of communication is lost – and this is why we cry