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self-driving cars will only work at the price of total conformity of every member of society. Such a system of mobility will depend on everyone behaving with no exceptions. As exemplified by self-driving cars, there is a built-in authoritarianism in this managed space of flows we call cyberspace

Intelligent life flourishes most in the diversity of those unmanaged spaces that are, by definition, outside efficiency. That has been the history of the development of diverse life forms, and that has been the history of the culture of cities.

There are very real consequences from a white supremacist holding the highest office in the land. There are very real consequences to Trump using the bully pulpit to foster hate on the basis of almost every human characteristic, be it race, faith, disability, sexual orientation, national origin, immigration status, gender, or class

The policies of the Trump administration cannot be divorced from the rhetoric of the Trump administration. The rhetoric and the policies are both driven by xenophobia, Islamaphobia, misogyny and white supremacy. And if the government is going to treat diverse and marginalized communities as subhuman so will everyone else

We have to be prepared for much worse from the Trump administration because this is what he has said that he would do all along. It is naïve and foolish of us to think that he is not going to follow through on his promises.

It is dystopic. I have met with survivors who have been diagnosed with post traumatic stress disorder. One survivor, Tanya Gersh, described to me how she rarely says hello to strangers and is not as gregarious and outgoing as she used to be. She described to me how after she was viciously trolled by white supremacists in Whitefish, Montana. There were something like 700 forms of communication such as emails, social media messages, voice mails. She told me she had to have a conversation with her ten year old about the Holocaust and how every Jewish parent struggles with when to have that conversation with their children about anti-Semitism. Hate crimes that target individuals send a community wide message that its members are not welcome. This undermines feelings of safety and security. It is  called "vicarious trauma." For example the vandalism and arson of house of worship, the targeting of organizations, student groups, campus communities or even state sponsored forms of hate are also designed to terrorize whole communities and groups of people. We also know that hate literally kills people by making communities physically and emotionally sick.

There are many victims of hate crimes who out of fear remain silent. Hate crimes are very underreported in America. The stats do not capture the scale of the problem.

The War on Terror must stop as well because I don’t think you can separate what the United States does abroad with what it does to its own people — especially nonwhites, Muslims, and other marginalized and discriminated against communities. Justice also involves archiving this moment, documenting what survivors and their communities have experienced

there is no one size fits all answer. It should ultimately be determined by the survivors. In my book there are survivors  who forgave the aggressors and culprits in open court and elsewhere because they don’t believe that prison is the answer. There are others who felt otherwise. But overwhelmingly the survivors that I met are open to reconciliation so long as there is accountability

Scientists also face a nasty subconscious dilemma when incorporating diversity into machine learning models: Diverse, inclusive models perform worse than narrow models.

biased AI systems can still be created unintentionally and easily. It’s also clear that the bias in these systems can be harmful, hard to detect and even harder to eliminate.

with North American computer science doctoral programs graduating only about 23% female, and 3% Black and Latino students, there will continue to be many rooms and many algorithms in which underrepresented groups are not represented at all.

The brain is always changed by what it does.  That's how we learn, from infancy on, and that's how a baby born in New York has different cultural patterns of behavior, language, gesture, interaction, socialization, and attention than a baby born the same day in Beijing. That's as true for the historical moment into which we are born as it is for the geographical location.  Our attention is shaped by all we do, and reshaped by all we do.  That is what learning is.  The best we can do as educators is find ways to improve our institutions of learning to help our kids be prepared for their future--not for our past.

I didn't find the article nearly as stigmatizing and retrograde as I do the knee-jerk Don't Tread on Me reactions of everyone I've seen respond--most of which amount to foolish technolibertarian celebrations of the anonymous savior Technology (Cathy, you don't do that there, even if you also have nothing good to say about the NYT piece).If anything, the article showed that these kids (like all of us!) are profoundly distressed by today's media ecology. They seem to have a far more subtle perspective on things than most others. Frankly I'm a bit gobstopped that everyone hates this article so much. As for the old chestnut that "we need new education for the information age," it's worth pointing out that there was no formal, standardized education system before the industrial age. Compulsory education is a century old experiment. And yes, it ought to be discarded. But that's a frightening prospect for almost everyone, including those who advocate for it. I wonder how many of the intelligentsia who raise their fists and cry, "We need a different education system!" still partake of the old system for their own kids. We don't in my house, for what it's worth, and it's a huge pain in the ass.

Cathy -- I really appreciate the distinctions you make between the "the biology of attention" and "the sociology of change." And I agree that more complex and nuanced conversations about technology's relationship to attention, diverstion, focus, and immersion will be more productive (than either nostalgia or utopic futurism). For example, it seems like a strange oversight (in the NYT piece) to bemoan the ability of "kids these days" to focus, read immersively, or Pay Attention, yet report without comment that these same kids can edit video for hours on end -- creative, immersive work which, I would imagine, requires more than a little focus. It seems that perhaps the question is not whether we can still pay attention or focus, but what those diverse forms of immersion within different media (will) look like.

intellectual overextension is often found in economics, as Gary Saul Morson and Morton Schapiro explain in their wonderful book “Cents and Sensibility: What Economics Can Learn from the Humanities” (Princeton). Morson and Schapiro—one a literary scholar and the other an economist—draw on the distinction between hedgehogs and foxes made by Isaiah Berlin in a famous essay from the nineteen-fifties, invoking an ancient Greek fragment: “The fox knows many things, but the hedgehog one big thing.” Economists tend to be hedgehogs, forever on the search for a single, unifying explanation of complex phenomena. They love to look at a huge, complicated mass of human behavior and reduce it to an equation: the supply-and-demand curves; the Phillips curve, which links unemployment and inflation; or mb=mc, which links a marginal benefit to a marginal cost—meaning that the fourth slice of pizza is worth less to you than the first. These are powerful tools, which can be taken too far. Morson and Schapiro cite the example of Gary Becker, the Nobel laureate in economics in 1992. Becker is a hero to many in the field, but, for all the originality of his thinking, to outsiders he can stand for intellectual overconfidence. He thought that “the economic approach is a comprehensive one that is applicable to all human behavior.” Not some, not most—all

Becker analyzed, in his own words, “fertility, education, the uses of time, crime, marriage, social interactions, and other ‘sociological,’ ‘legal,’ and ‘political problems,’ ” before concluding that economics explained everything

The issue here is one of overreach: taking an argument that has worthwhile applications and extending it further than it usefully goes. Our motives are often not what they seem: true. This explains everything: not true. After all, it’s not as if the idea that we send signals about ourselves were news; you could argue that there is an entire social science, sociology, dedicated to the subject. Classic practitioners of that discipline study the signals we send and show how they are interpreted by those around us, as in Erving Goffman’s “The Presentation of Self in Everyday Life,” or how we construct an entire identity, both internally and externally, from the things we choose to be seen liking—the argument of Pierre Bourdieu’s masterpiece “Distinction.” These are rich and complicated texts, which show how rich and complicated human difference can be. The focus on signalling and unconscious motives in “The Elephant in the Brain,” however, goes the other way: it reduces complex, diverse behavior to simple rules.

“A traditional cost-benefit analysis could easily have led to the discontinuation of a project widely viewed as being among the most successful health interventions in African history.”

Another part of me, though, is done with it, with the imperialist ambitions of economics and its tendency to explain away differences, to ignore culture, to exalt reductionism. I want to believe Morson and Schapiro and Desai when they posit that the gap between economics and the humanities can be bridged, but my experience in both writing fiction and studying economics leads me to think that they’re wrong. The hedgehog doesn’t want to learn from the fox. The realist novel is a solemn enemy of equations. The project of reducing behavior to laws and the project of attending to human beings in all their complexity and specifics are diametrically opposed. Perhaps I’m only talking about myself, and this is merely an autobiographical reflection, rather than a general truth, but I think that if I committed any further to economics I would have to give up writing fiction. I told an economist I know about this, and he laughed. He said, “Sounds like you’re maximizing your utility.” 

finance is full of “attribution errors,” in which people view their successes as deserved and their failures as bad luck. Desai notes that in business, law, or pedagogy we can gauge success only after months or years; in finance, you can be graded hour by hour, day by day, and by plainly quantifiable measures. What’s more, he says, “the ‘discipline of the market’ shrouds all of finance in a meritocratic haze.” And so people who succeed in finance “are susceptible to developing massively outsized egos and appetites.”

one of the things I liked about economics, finance, and the language of money was their lack of hypocrisy. Modern life is full of cant, of people saying things they don’t quite believe. The money guys, in private, don’t go in for cant. They’re more like Mafia bosses. I have to admit that part of me resonates to that coldness.

Economics, Morson and Schapiro say, has three systematic biases: it ignores the role of culture, it ignores the fact that “to understand people one must tell stories about them,” and it constantly touches on ethical questions beyond its ken. Culture, stories, and ethics are things that can’t be reduced to equations, and economics accordingly has difficulty with them

There is something thrilling about the intellectual audacity of thinking that you can explain ninety per cent of behavior in a society with one mental tool

According to Hanson and Simler, these unschooled workers “won’t show up for work reliably on time, or they have problematic superstitions, or they prefer to get job instructions via indirect hints instead of direct orders, or they won’t accept tasks and roles that conflict with their culturally assigned relative status with co-workers, or they won’t accept being told to do tasks differently than they had done them before.”

The idea that Maya Angelou’s career amounts to nothing more than a writer shaking her tail feathers to attract the attention of a dominant male is not just misleading; it’s actively embarrassing.

No one else gets to pretend their politics are free of identity. White people do. But simply saying the words “white people” is a direct attack on that illusion. It identifies, i.e., creates (or rather, exposes) an identity, a group with shared characteristics and interests. It raises questions (and doubts) about the group’s standing and power relative to other groups. It illuminates all that hidden baggage. Lots of white people really hate that

it’s difficult to think of a US setting in which the words “white people” are received neutrally. The term is always charged somehow, freighted with meaning and potential conflict, vaguely subversive

As many have pointed out and this political era has made painfully clear, to a dominant demographic, the loss of privilege feels like persecution. Being just one group among many feels like losing. After all, what good is being white in the US, especially among poor whites, if some third-generation Ugandan immigrant has just as much control over their fate as they have over hers? If a poll asks whether they’re any good for her, rather than the other way around?

Making a buck from the alt-right is quite simple. Get a blog or a YouTube channel. Then under the guise of political dialogue or pseudo-science, start spouting hate speech. You'll soon find followers flocking to your banner.

Publish a crappy ebook explaining why SJWs Always Lie. Or teach your followers how to “think like a silverback gorilla” (surely an arena where the far right already triumph?) via a pricey seminar. Launch a Kickstarter for a badly drawn comic packed with anti-diversity propaganda. They'll sell by the bucketload to followers eager to virtue-signal their membership in the rank and file of the alt-right

the seemingly bottomless reservoirs of white male victimhood

nowhere is there a better supply of the credulous than among the angry white men who flock to the far right. Embittered by their own life failures, the alt-right follower is eager to believe they have a genetically superior IQ and are simply the victim of a libtard conspiracy to keep them down

We're barely in the foothills of the mountains of madness that the internet and social media are unleashing into our political process. If you think petty demagogues like Jordan Peterson are good at milking cash from the crowd, you ain’t seen nothing yet. Because he was just the beginning – and his ideology of the white male victim is rapidly spiralling into something that even he can no longer control

The video ends by displaying a future vision of Russian expansion that includes most of Europe (notably not Turkey), the Middle East and Asia

According to Nox Influencer, Bright Side alone is earning between $314,010 and 971,950 monthly, and 5-Minute Crafts is earning between $576,640 and $1,780,000 monthly through YouTube partner earning estimates. As a privately held company, TheSoul Publishing doesn’t have to disclose its earnings. But all the Cypriot-managed company has to do to earn money from YouTube is meet viewing thresholds and have an AdSense account. AdSense, a Google product, just requires that a company have a bank account, an email address and a phone number. To monetize to this magnitude of revenue, YouTube may have also collected tax information, if TheSoul Publishing organization is conducting what it defines as “U.S. activities.” It’s also possible that YouTube verified a physical address by sending a pin mailer.

According to publicly available information from the YouTube channels themselves—information provided to YouTube by the people who set up and operate the channels at TheSoul Publishing—as of August 2019, 21 of the 35 channels connected to TheSoul Publishing claim to be based in the U.S. Ten of the channels had no country listed. Zodiac Maniac was registered in the U.K, though TheSoul Publishing emphasizes that all of its operations are run out of Cyprus.

 Now I’ve Seen Everything was the only channel registered in the Russian Federation. That channel has more than 400 million views, which, according to the analytics tool Nox Influencer, come from a range of countries, including Russia and Eastern European and Central Asian countries—despite being an English-language channel

In another video on Smart Banana, which has more than 1 million views, the titular banana speculates on “12 Countries That May Not Survive the Next 20 Years”—including the United States, which the video argues may collapse because of political infighting and diverse political viewpoints

Facebook pages are not a direct way to increase profit unless a company is actively marketing merchandise or sales, which TheSoul Publishing does not appear to do. The pages coordinate posting, so one post will often appear on a number of different pages. To a digital advertiser, this makes perfect sense as a way to increase relevance and visibility, but it’s far from obvious what TheSoul Publishing might be advertising. Likewise, there’s no obvious financial benefit to posting original videos within Facebook. The company did not meaningfully clarify its Facebook strategy in response to questions on the subject.

Facebook forbids what it describes as “coordinated inauthentic behavior,” as its head of cybersecurity describes in this video. While TheSoul’s Publishing’s behavior is clearly coordinated, it is unclear that any of its behavior is inauthentic based on information I have reviewed.

One thing that TheSoul is definitely doing on Facebook, however, is buying ads—and, at least sometimes, it’s doing so in rubles on issues of national importance, targeting audiences in the United States. The page Bright Side has 44 million followers and currently lists no account administrators located in the United States, but as of Aug. 8, 2019, it had them in Cyprus, Russia, the United Kingdom, El Salvador, India, Ukraine and in locations “Not Available.” It used Facebook to post six political advertisements paid for in the Russian currency.

the point here is not that the ad buy is significant in and of itself. The point, rather, is that the company has developed a massive social media following and has a history of at least experimenting with distributing both pro-Russian and paid political content to that following

TheSoul’s political ads included the one below. The advertisement pushes viewers to an article about how “wonderful [it is] that Donald Trump earns less in a year than you do in a month.” The advertisement reached men, women, and people of unknown genders over the ages of 18, and began running on May 15, 2018. TheSoul Publishing spent less than a dollar on this advertisement, raising the question: why bother advertising at all?

the risk of trusting competition to an interoperability mandate is that it will create a new ecosystem where everything that's not forbidden is mandatory, freezing in place the current situation, in which Facebook and the other giants dominate and new entrants are faced with onerous compliance burdens that make it more difficult to start a new service, and limit those new services to interoperating in ways that are carefully designed to prevent any kind of competitive challenge

Facebook is a notorious opponent of adversarial interoperability. In 2008, Facebook successfully wielded a radical legal theory that allowed it to shut down Power Ventures, a competitor that allowed Facebook's users to use multiple social networks from a single interface. Facebook argued that by allowing users to log in and display Facebook with a different interface, even after receipt of a cease and desist letter telling Power Ventures to stop, the company had broken a Reagan-era anti-hacking law called the Computer Fraud and Abuse Act (CFAA). In other words, upsetting Facebook's investors made their conduct illegal.

Today, Facebook is viewed as holding all the cards because it has corralled everyone who might join a new service within its walled garden. But legal reforms to safeguard the right to adversarial interoperability would turn this on its head: Facebook would be the place that had conveniently organized all the people whom you might tempt to leave Facebook, and even supply you with the tools you need to target those people.

Such a tool would allow someone to use Facebook while minimizing how they are used by Facebook. For people who want to leave Facebook but whose friends, colleagues or fellow travelers are not ready to join them, a service like this could let Facebook vegans get out of the Facebook pool while still leaving a toe in its waters.

In a competitive market (which adversarial interoperability can help to bring into existence), even very large companies can't afford to enrage their customers

the audience for a legitimate adversarial interoperability product are the customers of the existing service that it connects to.

anyone using a Facebook mobile app might be exposing themselves to incredibly intrusive data-gathering, including some surprisingly creepy and underhanded tactics.

If users could use a third-party service to exchange private messages with friends, or to participate in a group they're a member of, they can avoid much (but not all) of this surveillance.

Facebook users (and even non-Facebook users) who want more privacy have a variety of options, none of them very good. Users can tweak Facebook's famously hard-to-understand privacy dashboard to lock down their accounts and bet that Facebook will honor their settings (this has not always been a good bet). Everyone can use tracker-blockers, ad-blockers and script-blockers to prevent Facebook from tracking them when they're not on Facebook, by watching how they interact with pages that have Facebook "Like" buttons and other beacons that let Facebook monitor activity elsewhere on the Internet. We're rightfully proud of our own tracker blocker, Privacy Badger, but it doesn't stop Facebook from tracking you if you have a Facebook account and you're using Facebook's service.

As Facebook's market power dwindled, so would the pressure that web publishers feel to embed Facebook trackers on their sites, so that non-Facebook users would not be as likely to be tracked as they use the Web.

Today, Facebook's scandals do not trigger mass departures from the service, and when users do leave, they tend to end up on Instagram, which is also owned by Facebook.

For users who have privacy needs -- and other needs -- beyond those the big platforms are willing to fulfill, it's important that we keep the door open to competitors (for-profit, nonprofit, hobbyist and individuals) who are willing to fill those needs.

helping Facebook's own users, or the users of any big service, to configure their experience to make their lives better should be legal and encouraged even (and especially) if it provides a path for users to either diversify their social media experience or move away entirely from the big, concentrated services. Either way, we'd be on our way to a more pluralistic, decentralized, diverse Internet