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“And one of the things we want is to spend more time with people who think like us and less with people who are different,” Haidt added. “The Facebook effect isn’t trivial. But it’s catalyzing or amplifying a tendency that was already there.”

prevalent for many users are the posts we see from friends and from other people and groups we follow on the network, and this information is utterly contingent on choices we ourselves make

The Internet isn’t rigged to give us right or left, conservative or liberal — at least not until we rig it that way. It’s designed to give us more of the same, whatever that same is

So it goes with the fiction we read, the movies we watch, the music we listen to and, scarily, the ideas we subscribe to. They’re not challenged. They’re validated and reinforced.

this colors our days, or rather bleeds them of color, reducing them to a single hue.

We construct precisely contoured echo chambers of affirmation that turn conviction into zeal, passion into fury, disagreements with the other side into the demonization of it

Carnival barkers, conspiracy theories, willful bias and nasty partisanship aren’t anything new, and they haven’t reached unprecedented heights today. But what’s remarkable and sort of heartbreaking is the way they’re fed by what should be strides in our ability to educate ourselves.

The proliferation of cable television networks and growth of the Internet promised to expand our worlds, not shrink them. Instead they’ve enhanced the speed and thoroughness with which we retreat into enclaves of the like-minded.

there’s no argument that in an era that teems with choice, brims with niche marketing and exalts individualism to the extent that ours does, we’re sorting ourselves with a chillingly ruthless efficiency. We’ve surrendered universal points of reference. We’ve lost common ground.

Marc Dunkelman, adding that it also makes it easier for us to avoid “face-to-face interactions with diverse ideas.” He touched on this in an incisive 2014 book, “The Vanishing Neighbor,” which belongs with Haidt’s work and with “Bowling Alone,” “Coming Apart” and “The Fractured Republic” in the literature of modern American fragmentation, a booming genre all its own.

We’re less committed to, and trustful of, large institutions than we were at times in the past. We question their wisdom and substitute it with the groupthink of micro-communities, many of which we’ve formed online, and their sensibilities can be more peculiar and unforgiving.

Facebook, along with other social media, definitely conspires in this. Haidt noted that it often discourages dissent within a cluster of friends by accelerating shaming. He pointed to the enforced political correctness among students at many colleges.

It’s not about some sorcerer’s algorithm. It’s about a tribalism that has existed for as long as humankind has and is now rooted in the fertile soil of the Internet, which is coaxing it toward a full and insidious flower

if one person can think he’s hooking up while the other feels she’s being raped, it makes sense to have a law that eliminates the possibility of misunderstanding. “You shouldn’t be allowed to make the assumption that if you find someone lying on a bed, they’re free for sexual pleasure,”

About a quarter of all states, and the District of Columbia, now say sex isn’t legal without positive agreement,

And though most people think of “yes means yes” as strictly for college students, it is actually poised to become the law of the land.

Some new crimes outlined in the proposed code, for example, assume consent to be meaningless under conditions of unequal power. Consensual sex between professionals (therapists, lawyers and the like) and their patients and clients, for instance, would be a fourth-degree felony, punishable by significant time in prison.

Should we really put people in jail for not doing what most people aren’t doing? (Or at least, not yet?)

It’s one thing to teach college students to talk frankly about sex and not to have it without demonstrable pre-coital assent. Colleges are entitled to uphold their own standards of comportment, even if enforcement of that behavior is spotty or indifferent to the rights of the accused. It’s another thing to make sex a crime under conditions of poor communication.

Most people just aren’t very talkative during the delicate tango that precedes sex, and the re-education required to make them more forthcoming would be a very big project. Nor are people unerringly good at decoding sexual signals. If they were, we wouldn’t have romantic comedies.

“If there’s no social consensus about what the lines are,” says Nancy Gertner, a senior lecturer at Harvard Law School and a retired judge, then affirmative consent “has no business being in the criminal law.”

The example points to a trend evident both on campuses and in courts: the criminalization of what we think of as ordinary sex and of sex previously considered unsavory but not illegal.

But criminal law is a very powerful instrument for reshaping sexual mores.

most of these occupations already have codes of professional conduct, and victims also have recourse in the civil courts. Miscreants, she says, “should be drummed out of the profession or sued for malpractice.”

It’s important to remember that people convicted of sex crimes may not only go to jail, they can wind up on a sex-offender registry, with dire and lasting consequences.

We shouldn’t forget the harm done to American communities by the national passion for incarceration, either. In a letter to the American Law Institute, Ms. Smith listed several disturbing statistics: roughly one person in 100 behind bars, one in 31 under correctional supervision

the case for affirmative consent is “compelling,” he says. Mr. Schulhofer has argued that being raped is much worse than having to endure that awkward moment when one stops to confirm that one’s partner is happy to continue. Silence or inertia, often interpreted as agreement, may actually reflect confusion, drunkenness or “frozen fright,” a documented physiological response in which a person under sexual threat is paralyzed by terror

To critics who object that millions of people are having sex without getting unqualified assent and aren’t likely to change their ways, he’d reply that millions of people drive 65 miles per hour despite a 55-mile-per-hour speed limit, but the law still saves lives. As long as “people know what the rules of the road are,” he says, “the overwhelming majority will comply with them.”

He understands that the law will have to bring a light touch to the refashioning of sexual norms, which is why the current draft of the model code suggests classifying penetration without consent as a misdemeanor, a much lesser crime than a felony.

This may all sound reasonable, but even a misdemeanor conviction goes on the record as a sexual offense and can lead to registration

An affirmative consent standard also shifts the burden of proof from the accuser to the accused, which represents a real departure from the traditions of criminal law in the United States. Affirmative consent effectively means that the accused has to show that he got the go-ahead

if the law requires a “no,” then the jury will likely perceive any uncertainty about that “no” as a weakness in the prosecution’s case and not convict. But if the law requires a “yes,” then ambiguity will bolster the prosecutor’s argument: The guy didn’t get unequivocal consent, therefore he must be guilty of rape.

“It’s an unworkable standard,” says the Harvard law professor Jeannie C. Suk. “It’s only workable if we assume it’s not going to be enforced, by and large.” But that’s worrisome too. Selectively enforced laws have a nasty history of being used to harass people deemed to be undesirable, because of their politics, race or other reasons.

it’s probably just a matter of time before “yes means yes” becomes the law in most states. Ms. Suk told me that she and her colleagues have noticed a generational divide between them and their students. As undergraduates, they’re learning affirmative consent in their mandatory sexual-respect training sessions, and they come to “believe that this really is the best way to define consent, as positive agreement,” she says. When they graduate and enter the legal profession, they’ll probably reshape the law to reflect that belief.

Sex may become safer for some, but it will be a whole lot more anxiety-producing for others.

That the dust-up at Old Dominion made international headlines may indicate the outrage cycle is ever-churning and the bawdy tastes of cable news are unflinching—but it also hints at something worthwhile: that how women feel might finally be worthy of attention, and even corrective action, on college campuses and in wider culture.

Since at least the Middle Ages, philosophers and philologists have dreamed of curing natural languages of their flaws by constructing entirely new idioms according to orderly, logical principles.

nventing new forms of speech is an almost cosmic urge that stems from what the linguist Marina Yaguello, the author of “Lunatic Lovers of Language,” calls “an ambivalent love-hate relationship.” Language creation is pursued by people who are so in love with what language can do that they hate what it doesn’t. “I don’t believe any other fantasy has ever been pursued with so much ardor by the human spirit, apart perhaps from the philosopher’s stone or the proof of the existence of God; or that any other utopia has caused so much ink to flow, apart perhaps from socialism,”

What if, they wondered, you could create a universal written language that could be understood by anyone, a set of “real characters,” just as the creation of Arabic numerals had done for counting? “This writing will be a kind of general algebra and calculus of reason, so that, instead of disputing, we can say that ‘we calculate,’ ” Leibniz wrote, in 1679.

In his “Essay Towards a Real Character, and a Philosophical Language,” from 1668, Wilkins laid out a sprawling taxonomic tree that was intended to represent a rational classification of every concept, thing, and action in the universe. Each branch along the tree corresponded to a letter or a syllable, so that assembling a word was simply a matter of tracing a set of forking limbs

Solresol, the creation of a French musician named Jean-François Sudre, was among the first of these universal languages to gain popular attention. It had only seven syllables: Do, Re, Mi, Fa, So, La, and Si. Words could be sung, or performed on a violin. Or, since the language could also be translated into the seven colors of the rainbow, sentences could be woven into a textile as a stream of colors.

“I had this realization that every individual language does at least one thing better than every other language,” he said. For example, the Australian Aboriginal language Guugu Yimithirr doesn’t use egocentric coördinates like “left,” “right,” “in front of,” or “behind.” Instead, speakers use only the cardinal directions. They don’t have left and right legs but north and south legs, which become east and west legs upon turning ninety degrees

Among the Wakashan Indians of the Pacific Northwest, a grammatically correct sentence can’t be formed without providing what linguists refer to as “evidentiality,” inflecting the verb to indicate whether you are speaking from direct experience, inference, conjecture, or hearsay.

Quijada began wondering, “What if there were one single language that combined the coolest features from all the world’s languages?”

he started scribbling notes on an entirely new grammar that would eventually incorporate not only Wakashan evidentiality and Guugu Yimithirr coördinates but also Niger-Kordofanian aspectual systems, the nominal cases of Basque, the fourth-person referent found in several nearly extinct Native American languages, and a dozen other wild ways of forming sentences.

he discovered “Metaphors We Live By,” a seminal book, published in 1980, by the cognitive linguists George Lakoff and Mark Johnson, which argues that the way we think is structured by conceptual systems that are largely metaphorical in nature. Life is a journey. Time is money. Argument is war. For better or worse, these figures of speech are profoundly embedded in how we think.

I asked him if he could come up with an entirely new concept on the spot, one for which there was no word in any existing language. He thought about it for a moment. “Well, no language, as far as I know, has a single word for that chin-stroking moment you get, often accompanied by a frown on your face, when someone expresses an idea that you’ve never thought of and you have a moment of suddenly seeing possibilities you never saw before.” He paused, as if leafing through a mental dictionary. “In Ithkuil, it’s ašţal.”

Many conlanging projects begin with a simple premise that violates the inherited conventions of linguistics in some new way. Aeo uses only vowels. Kēlen has no verbs. Toki Pona, a language inspired by Taoist ideals, was designed to test how simple a language could be. It has just a hundred and twenty-three words and fourteen basic sound units. Brithenig is an answer to the question of what English might have sounded like as a Romance language, if vulgar Latin had taken root on the British Isles. Láadan, a feminist language developed in the early nineteen-eighties, includes words like radíidin, defined as a “non-holiday, a time allegedly a holiday but actually so much a burden because of work and preparations that it is a dreaded occasion; especially when there are too many guests and none of them help.”

most conlangers come to their craft by way of fantasy and science fiction. J. R. R. Tolkien, who called conlanging his “secret vice,” maintained that he created the “Lord of the Rings” trilogy for the primary purpose of giving his invented languages, Quenya, Sindarin, and Khuzdul, a universe in which they could be spoken. And arguably the most commercially successful invented language of all time is Klingon, which has its own translation of “Hamlet” and a dictionary that has sold more than three hundred thousand copies.

He imagined that Ithkuil might be able to do what Lakoff and Johnson said natural languages could not: force its speakers to precisely identify what they mean to say. No hemming, no hawing, no hiding true meaning behind jargon and metaphor. By requiring speakers to carefully consider the meaning of their words, he hoped that his analytical language would force many of the subterranean quirks of human cognition to the surface, and free people from the bugs that infect their thinking.

Brown based the grammar for his ten-thousand-word language, called Loglan, on the rules of formal predicate logic used by analytical philosophers. He hoped that, by training research subjects to speak Loglan, he might turn them into more logical thinkers. If we could change how we think by changing how we speak, then the radical possibility existed of creating a new human condition.

today the stronger versions of the Sapir-Whorf hypothesis have “sunk into . . . disrepute among respectable linguists,” as Guy Deutscher writes, in “Through the Looking Glass: Why the World Looks Different in Other Languages.” But, as Deutscher points out, there is evidence to support the less radical assertion that the particular language we speak influences how we perceive the world. For example, speakers of gendered languages, like Spanish, in which all nouns are either masculine or feminine, actually seem to think about objects differently depending on whether the language treats them as masculine or feminine

The final version of Ithkuil, which Quijada published in 2011, has twenty-two grammatical categories for verbs, compared with the six—tense, aspect, person, number, mood, and voice—that exist in English. Eighteen hundred distinct suffixes further refine a speaker’s intent. Through a process of laborious conjugation that would befuddle even the most competent Latin grammarian, Ithkuil requires a speaker to home in on the exact idea he means to express, and attempts to remove any possibility for vagueness.

Every language has its own phonemic inventory, or library of sounds, from which a speaker can string together words. Consonant-poor Hawaiian has just thirteen phonemes. English has around forty-two, depending on dialect. In order to pack as much meaning as possible into each word, Ithkuil has fifty-eight phonemes. The original version of the language included a repertoire of grunts, wheezes, and hacks that are borrowed from some of the world’s most obscure tongues. One particular hard-to-make clicklike sound, a voiceless uvular ejective affricate, has been found in only a few other languages, including the Caucasian language Ubykh, whose last native speaker died in 1992.

Human interactions are governed by a set of implicit codes that can sometimes seem frustratingly opaque, and whose misreading can quickly put you on the outside looking in. Irony, metaphor, ambiguity: these are the ingenious instruments that allow us to mean more than we say. But in Ithkuil ambiguity is quashed in the interest of making all that is implicit explicit. An ironic statement is tagged with the verbal affix ’kçç. Hyperbolic statements are inflected by the letter ’m.

“I wanted to use Ithkuil to show how you would discuss philosophy and emotional states transparently,” Quijada said. To attempt to translate a thought into Ithkuil requires investigating a spectrum of subtle variations in meaning that are not recorded in any natural language. You cannot express a thought without first considering all the neighboring thoughts that it is not. Though words in Ithkuil may sound like a hacking cough, they have an inherent and unavoidable depth. “It’s the ideal language for political and philosophical debate—any forum where people hide their intent or obfuscate behind language,” Quijada co

In Ithkuil, the difference between glimpsing, glancing, and gawking is the mere flick of a vowel. Each of these distinctions is expressed simply as a conjugation of the root word for vision. Hunched over the dining-room table, Quijada showed me how he would translate “gawk” into Ithkuil. First, though, since words in Ithkuil are assembled from individual atoms of meaning, he had to engage in some introspection about what exactly he meant to say.For fifteen minutes, he flipped backward and forward through his thick spiral-bound manuscript, scratching his head, pondering each of the word’s aspects, as he packed the verb with all of gawking’s many connotations. As he assembled the evolving word from its constituent meanings, he scribbled its pieces on a notepad. He added the “second degree of the affix for expectation of outcome” to suggest an element of surprise that is more than mere unpreparedness but less than outright shock, and the “third degree of the affix for contextual appropriateness” to suggest an element of impropriety that is less than scandalous but more than simply eyebrow-raising. As he rapped his pen against the notepad, he paged through his manuscript in search of the third pattern of the first stem of the root for “shock” to suggest a “non-volitional physiological response,” and then, after several moments of contemplation, he decided that gawking required the use of the “resultative format” to suggest “an event which occurs in conjunction with the conflated sense but is also caused by it.” He eventually emerged with a tiny word that hardly rolled off the tongue: apq’uxasiu. He spoke the first clacking syllable aloud a couple of times before deciding that he had the pronunciation right, and then wrote it down in the script he had invented for printed Ithkuil:

“You can make up words by the millions to describe concepts that have never existed in any language before,” he said.

Neither Sapir nor Whorf formulated a definitive version of the hypothesis that bears their names, but in general the theory argues that the language we speak actually shapes our experience of reality. Speakers of different languages think differently. Stronger versions of the hypothesis go even further than this, to suggest that language constrains the set of possible thoughts that we can have. In 1955, a sociologist and science-fiction writer named James Cooke Brown decided he would test the Sapir-Whorf hypothesis by creating a “culturally neutral” “model language” that might recondition its speakers’ brains.

“We think that when a person learns Ithkuil his brain works faster,” Vishneva told him, in Russian. She spoke through a translator, as neither she nor Quijada was yet fluent in their shared language. “With Ithkuil, you always have to be reflecting on yourself. Using Ithkuil, we can see things that exist but don’t have names, in the same way that Mendeleyev’s periodic table showed gaps where we knew elements should be that had yet to be discovered.”

Lakoff, who is seventy-one, bearded, and, like Quijada, broadly built, seemed to have read a fair portion of the Ithkuil manuscript and familiarized himself with the language’s nuances.“There are a whole lot of questions I have about this,” he told Quijada, and then explained how he felt Quijada had misread his work on metaphor. “Metaphors don’t just show up in language,” he said. “The metaphor isn’t in the word, it’s in the idea,” and it can’t be wished away with grammar.“For me, as a linguist looking at this, I have to say, ‘O.K., this isn’t going to be used.’ It has an assumption of efficiency that really isn’t efficient, given how the brain works. It misses the metaphor stuff. But the parts that are successful are really nontrivial. This may be an impossible language,” he said. “But if you think of it as a conceptual-art project I think it’s fascinating.”

In the study, the NOAA researchers argue that long-standing problems with the way temperatures are measured have masked years of sea surface warming. Once those problems are corrected for, “this hiatus or slowdown simply vanishes,” said lead study author Thomas Karl, director of NOAA's National Climatic Data Center in Asheville, N.C.

Although researchers have long known that sea surface temperatures measured by autonomous buoys run cooler than temperatures measured by ships, they have failed to account for this as they expanded their use of buoy readings over the last two decades, the study authors argued.

“The buckets, when you pull them up, tend to evaporate their water, and if they're canvas there's even more evaporation,” Karl said. “By the time people stick a thermistor in the bucket to measure temperature, it's already slightly cool.”

“If you start a short-time series on an anomalous value, you tend to get an anomalous trend,” Karl said.

A growing number of climate scientists have argued that this phenomenon, as well as other hiatus effects, are evidence of a poorly understood pattern of wind, ocean current and temperature variations that have far-reaching effects on global climate. They say the oceans have absorbed heat energy from the sun, causing Arctic ice to melt and sea levels to rise.

“One way to think about it is that global warming continued, but the oceans just juggled a bit of heat around and made the surface seem cooler for a while,” said Joshua Willis, another climate scientist at JPL.

“All of those factors are real,” Karl said. “If those factors had not occurred, the warming rate would have been even greater. … If anything we may still be underestimating the trend.” 

“All you need to do is see the videos of the beheadings and we’re not worried about mission creep,”

And for the cherry on top of that dollop of honesty, consider the candid cynicism of Representative Jack Kingston, of Georgia, explaining the Republican strategy on Obama’s initiative. “We can denounce it if it goes bad, and praise it if it goes well, and ask him what took him so long,” he said.

No person of conscience could watch the Ray Rice video without feeling revulsion. But that shouldn’t be the new standard for outrage and action. Trying to sway someone with an old-fashioned appeal — e.g., figures on the number of women who are kicked cold every day — is largely fruitless.

“The world has always been messy,” said Obama, a smart man, making a smart observation to a public that doesn’t reward that trait. “In part we’re just noticing now because of social media and our capacity to see in intimate detail the hardships that people are going through.”

“People everywhere seem to be morally aroused,” said Seidman. “The philosopher David Hume argued that ‘the moral imagination diminishes with distance.’ It would follow that the opposite is also true: As distance decreases, the moral imagination increases. Now that we have no distance — it’s like we’re all in a crowded theater, making everything personal — we are experiencing the aspirations, hopes, frustrations, plights of others in direct and visceral ways.”

“A dentist from Minnesota shoots a cherished lion in Zimbabwe named Cecil, and days later everyone in the world knows about it, triggering a tsunami of moral outrage on Twitter and Facebook. As a result, some people try to shut down his dental practice by posting negative reviews on Yelp and spray paint ‘Lion Killer’ on his Florida vacation home. Almost 400,000 people then sign a petition in one day on Change.org demanding that Delta Air Lines change their policy of transporting trophy kills. Delta does so and other airlines follow. And then hunters who contribute to Zimbabwe’s tourism industry protest the protest, claiming that they were being discriminated against.”

That we are becoming more morally aroused “is generally a good thing,” argued Seidman. Institutionalized racism in police departments, or in college fraternities, is real and had been tolerated for way too long. That it’s being called out is a sign of a society’s health “and re-engagement.”

But when moral arousal manifests as moral outrage, he added, “it can either inspire or repress a serious conversation or the truth.”

“If moral outrage, as justified as it may be, is followed immediately by demands for firings or resignations,” argued Seidman, “it can result in a vicious cycle of moral outrage being met with equal outrage, as opposed to a virtuous cycle of dialogue and the hard work of forging real understanding and enduring agreements.”

Furthermore, “when moral outrage skips over moral conversation, then the outcome is likely going to be acquiescence, not inspired solutions,” Seidman added. It can also feed the current epidemic of inauthentic apologies, “since apologies extracted under pressure are like telling a child, `Just say you’re sorry,’ to move past the issue without ever making amends.”

it’s as if “we’re living in a never-ending storm,” he said. Alas, though, resolving moral disputes “requires perspective, fuller context and the ability to make meaningful distinctions.”

requires leaders with the courage and empathy “to inspire people to pause to reflect, so that instead of reacting by yelling in 140 characters they can channel all this moral outrage into deep and honest conversations.”

Some colleagues, including people of color, immigrants and those without tenure, found it impossible to work under these conditions. The signs intimidated faculty into silence, just as intended, and these silenced professors’ lectures were quietly replaced by talks from people willing and able to carry on teaching in the face of these demonstrations.

I think obscuring these acts of silencing was a mistake that resulted in an escalation of the protesters’ tactics.

This academic year, the first lecture was to be a panel introduction of the course: Along with two colleagues, I was going to offer my thoughts on the course, the study of the humanities and the importance of students’ knowing the history of the education they were beginning.

We introduced ourselves and took our seats. But as we were about to begin, the protesters seized our microphones, stood in front of us and shut down the lecture.

To produce his demonstrations and to support the idea that Buddhism is “true,” Wright relies on science, especially on evolutionary psychology, cognitive science and neuroscience.

Wright is up to the task: He’s a Buddhist who has written about religion and morality from a scientific perspective — he is most famous for his 1994 book, “The Moral Animal.”

Second, the mismatch between causes and responses is rooted in evolution. We have inherited from our nonhuman and human forerunners a complex affect apparatus suited to life circumstances very different from ours

First, the beneficial powers of meditation come from the possibility of realizing that our emotive reactions and the consequent feelings they engender — which operate in automated fashion, outside our deliberate control — are often inappropriate and even counterproductive relative to the situations that trigger them.

Third, meditation allows us to realize that the idea of the self as director of our decisions is an illusion, and that the degree to which we are at the mercy of a weakly controlled system places us at a considerable disadvantage

Fourth, the awareness brought on by meditation helps the construction of a truly enlightened humanity and counters the growing tribalism of contemporary societies.

when, in modern life, emotions such as fear and anger are incorrectly and unnecessarily engaged — for example, road rage — Wright calls the respective feelings “false” or “illusory.” Such feelings, however, are no less true than the thirst, hunger or pain that Wright accepts and welcomes

We can agree that mindful meditation promotes a distancing effect and thus may increase our chances of combining affect and reason advantageously. Meditation can help us glean the especially flawed and dislocated status of humans in modern societies, and help us see how social and political conflicts appear to provoke resentment and anger so easily.

How does one scale up, from many single individuals to populations, in time to prevent the social catastrophes that seem to be looming?

To have this conversation, consider saying: “If people within a group want to claim ownership of a word that has been used to hurt them, that’s their call, even if not everyone else in that group agrees with their decision. But if you’re not in the group, the word is definitely not yours to use.”

Not all girls and women believe that it is empowering to playfully refer to one another as bitches. Similarly, not all African-Americans share the same view on the use of the “N-word.” But its regular use in popular songs (mostly, but not entirely by black artists) has left a lot of kids who are not black wondering if they are free to use the word, too.

Economics teaches that incentives matter and trade-offs are unavoidable. It shows how naive attempts to fix social problems, from poverty to climate change, can have unintended consequences. Introductory economics, at its best, enables people to see the unstated assumptions and hidden costs behind the rosy promises of politicians and businessmen.

“The Economy”, as the book is economically titled, covers the usual subjects, but in a very different way. It begins with the biggest of big pictures, explaining how capitalism and industrialisation transformed the world, inviting students to contemplate how it arrived at where it is today.

Students pay $300 or more for textbooks explaining that in competitive markets the price of a good should fall to the cost of producing an additional unit, and unsurprisingly regurgitate the expected answers. A study of 170 economics modules taught at seven universities found that marks in exams favoured the ability to “operate a model” over proofs of independent judgment.

A Chilean professor, Oscar Landerretche, worked with other economists to design a new curriculum. He, Sam Bowles, of the Santa Fe Institute, Wendy Carlin, of University College London (UCL), and Margaret Stevens, of Oxford University, painstakingly knitted contributions from economists around the world into a text that is free, online and offers interactive charts and videos of star economists. That text is the basis of economics modules taught by a small but growing number of instructors.

That could mean, eventually, a broader array of perspectives within economics departments, bigger and bolder research questions—and fewer profession-shaking traumas in future.

Messy complications, from environmental damage to inequality, are placed firmly in the foreground.

It explains cost curves, as other introductory texts do, but in the context of the Industrial Revolution, thus exposing students to debates about why industrialisation kicked off when and where it did.

But the all-important exceptions are taught quite late in the curriculum—or, often, only in more advanced courses taken by those pursuing an economics degree.

“The Economy” does not dumb down economics; it uses maths readily, keeping students engaged through the topicality of the material. Quite early on, students have lessons in the weirdness in economics—from game theory to power dynamics within firms—that makes the subject fascinating and useful but are skimmed over in most introductory courses.

Homa Zarghamee, also at Barnard, appreciates having to spend less time “unteaching”, ie, explaining to students why the perfect-competition result they learned does not actually hold in most cases. A student who does not finish the course will not be left with a misleading idea of economics, she notes.

Thomas Malthus’s ideas are used to teach students the uses and limitations of economic models, combining technical instruction with a valuable lesson from the history of economic thought.

Far from an unintended result of ill-conceived policies, she argues, the roughly 4m deaths from hunger in 1932 and 1933 were part of a deliberate campaign by Josef Stalin and the Bolshevik leadership to crush Ukrainian national aspirations, literally starving actual or potential bearers of those aspirations into submission to the Soviet order

The politics in this case was the Sovietisation of Ukraine; the means was starvation. Food supply was not mismanaged by Utopian dreamers. It was weaponised.

. “Red Famine” presents a Bolshevik government so hell-bent on extracting wealth and controlling labour that it was willing to confiscate the last remaining grain from hungry peasants (mostly but not exclusively in Ukraine) and then block them from fleeing famine-afflicted areas to search for food.

. Stalin was not only aware of the ensuing mass death (amounting to roughly 13% of Ukraine’s population). He actively sought to suppress knowledge of it (including banning the publication of census data), so as not to distract from the campaign to collectivise Soviet agriculture and extend the Communist Party’s reach into the countryside—a campaign Ms Applebaum calls a “revolution...more profound and more shocking than the original Bolshevik revolution itself”

The book’s most powerful passages describe the moral degradation that resulted from sustained hunger, as family solidarity and village traditions of hospitality withered in the face of the overwhelming desire to eat. Under a state of siege by Soviet authorities, hunger-crazed peasants took to consuming, grass, animal hides, manure and occasionally each other. People became indifferent to the sight of corpses lying in streets, and eventually to their own demis

While stressing Stalin’s goal of crushing Ukrainian nationalism, moreover, Ms Applebaum passes over a subtler truth. For along with its efforts to root out “bourgeois” nationalisms, the Kremlin relentlessly promoted a Soviet version of Ukrainian identity, as it did with most other ethnic minorities. Eight decades on, that legacy has done even more to shape today’s Ukraine than the Holodomor.

Historians are no longer grandees at the centre of a fixed civilisation; they are simply journalists writing about celebrities who haven't got the grace to be alive any more

There are those who wonder if the whole of history is now valuable only as a politically correct lesson in the stupidity and cruelty of monarchs, aristocrats, industrialists and generals

You don't even have to dignify it with ideological abstractions any more; history is really the story of a series of subjugations, oppressions, exploitations and abuses.

The biggest challenge facing the great teachers and communicators of history is not to teach history itself, nor even the lessons of history, but why history matters.

A history in which historians have to stand on one side of an argument or another, for, in between, they are nothing but dry-as-dust statisticians

we measure the exponential growth in the public appetite for history

Certainly, history is popular in grand traditional forms, but new subgenres of history have, for the last 20 years, exploded in popularity, too.

After all, isn't that what poetry and novels show, that humanity is best comprehended by understanding humans rather than ideas? But for some, this leads to the worry that history can now only mean witness

History, then, as one long, grovelling apology or act of self-abasement and self-laceration.

We haven't arrived at our own moral and ethical imperatives by each of us working them out from first principles; we have inherited them and they were born out of blood and suffering, as all human things and human beings are.

This does not stop us from admiring and praising the progressive heroes who got there early and risked their lives to advance causes that we now take for granted.

In the end, I suppose history is all about imagination rather than facts

If you cannot feel what our ancestors felt when they cried: 'Wilkes and Liberty!' or, indeed, cried: 'Death to Wilkes!', if you cannot feel with them, then all you can do is judge them and condemn them, or praise them and over-adulate them.

History is not the story of strangers, aliens from another realm; it is the story of us had we been born a little earlier

History is memory

The capsule, named CST-100 Starliner, is part of a NASA program called Commercial Crew, an effort to launch astronauts to the ISS from the U.S. The agency has not had that capability since the space-shuttle program ended in 2011 under the weight of cost, safety, and political factors.

According to NASA officials, after Starliner separated from the rocket, the capsule missed the moment it needed to ignite its engines for a carefully timed and fully automated process known as an orbital insertion burn. Without that step, the spacecraft couldn’t fire the thrusters to shove itself into the correct orbit.

But the craft was flying just out of reach of communication, between two satellites. When engineers could finally contact Starliner, they made the spacecraft thrust itself higher, but it was too late. The confused capsule had been burning fuel to maintain its position, and didn’t have enough left to execute that crucial push toward the ISS.

Jim Chilton, the senior vice president of Boeing Space and Launch, said engineers don’t know why the clock went off track. Nicole Mann, who would have made her first trip to space on the next mission, said that the astronauts “train extensively for this type of contingency, and had we been on board, there could have been actions that we could have taken,” such as manually controlling the spacecraft.

Now the future of the program is uncertain, particularly for Boeing. It’s unclear what additional tests NASA might now require from Boeing before letting astronauts fly, including, perhaps, another attempt at an uncrewed mission. The capsule’s failure will certainly reshuffle schedules and could contribute to further delays for Boeing, already under scrutiny for its sluggishness in a recent report from NASA’s inspector general.

The spacecraft failure means yet another cycle of bad news for Boeing. The company has a long history with NASA; it was the prime contractor for the ISS and also worked on the space shuttles. But the company is better known for its airplanes, and in recent months the flaws of its 737 Max, which contributed to two deadly crashes, have put Boeing under intense pressure to prove that its aircraft are safe.

In the coming days, NASA and Boeing teams will review data from Starliner’s short-lived mission. And the space agency will continue its negotiations to buy more seats on the Soyuz, Russia’s transportation system, which can cost as much as $86 million. NASA’s last trip on the Soyuz system is scheduled for April. If neither company’s crew capsule is ready by then, NASA will have to buy more slots to ensure that American astronauts can launch to space.

frican-Americans are at greater risk of being killed by police, even though they are less likely to pose an objective threat to law enforcement, according to research by Northeastern University Professor Matt Miller.

Among those who were "unarmed and appeared to show no objective threat to police, nearly two-thirds of the victims were Hispanic or Black," the researchers found.

"there is profound racial disparity in the misdemeanor arrest rate for most -- but not all -- offense types,"

The 2017 study found that black residents were more likely to file complaints than white residents -- but "NCPD sustained complaints filed by Black residents only 31 percent of the time compared to sustaining complaints filed by White residents 50 percent of the time," the study says. "NCPD defines 'sustained' as 'the allegation is supported by sufficient evidence to justify a reasonable conclusion that the allegation is factual."

Latino youth are 65% more likely to be detained or committed than their white peers, according to a 2017 report from The Sentencing Project.

African Americans and whites use drugs at similar rates, but the imprisonment rate of African Americans for drug charges is almost 6 times that of whites, the NAACP said.

But they found that "blacks were 2.7 times more likely to be pulled over in an investigatory stop," NPR station KCUR reported. "Blacks were also subject to searches five times more often than white drivers."

But black drivers who had an infraction like a burnt out light were more often "questioned about what they were doing in a particular neighborhood, where they were heading, and whether they were carrying drugs," the report said. "Many were subject to vehicle searches."

"When you have the national security adviser saying he doesn't see systemic racism, well you know what? White folks also didn't see systemic racism even in the 1960s," Wise said.

"If white America didn't get it even when it was obvious in retrospect to everyone, what in the world would make the national security adviser believe that he or anyone else knows what they're talking about now? I think it probably stands to reason that black and brown folks know their reality better than we do."

"Especially after a tragedy like we saw in Minneapolis, we need to do two things -- take a hard look at our own actions and conduct, correct them where necessary, and to regain that trust by continuing to hold ourselves to the highest possible standard in a transparent way."

The problem with this story is that it is false in all respects.

nobody saw video of it. No photographs depicted it. To this day, no autopsy report has been released. No details from any official source have been provided.

“with a bloody gash in his head, Mr. Sicknick was rushed to the hospital and placed on life support.”

does not say whether it came from the police or protesters.

With the impeachment trial now over, the articles are now rewritten to reflect that the original story was false. But there was nothing done by The New York Times to explain an error of this magnitude, let alone to try to undo the damage it did by misleading the public. They did not expressly retract or even “correct” the story.

far-right forums

and the FBI has acknowledged it has no evidence to the contrary

So it matters a great deal legally, but also politically, if the U.S. really did suffer an armed insurrection and continues to face one. Though there is no controlling, clear definition, that term usually connotes not a three-hour riot but an ongoing, serious plot by a faction of the citizenry to overthrow or otherwise subvert the government.

people rightly conclude the propaganda is deliberate and trust in journalism erodes further.

One can — and should — condemn the January 6 riot without inflating the threat it posed. And one can — and should — insist on both factual accuracy and sober restraint without standing accused of sympathy for the rioters.

Most A.I. researchers agree that models trained using R.L.H.F. are better behaved than models without it. But some argue that fine-tuning a language model this way doesn’t actually make the underlying model less weird and inscrutable. In their view, it’s just a flimsy, friendly mask that obscures the mysterious beast underneath.

In a nutshell, the joke was that in order to prevent A.I. language models from behaving in scary and dangerous ways, A.I. companies have had to train them to act polite and harmless. One popular way to do this is called “reinforcement learning from human feedback,” or R.L.H.F., a process that involves asking humans to score chatbot responses, and feeding those scores back into the A.I. model.

Shoggoths are fictional creatures, introduced by the science fiction author H.P. Lovecraft in his 1936 novella “At the Mountains of Madness.” In Lovecraft’s telling, Shoggoths were massive, blob-like monsters made out of iridescent black goo, covered in tentacles and eyes.

@TetraspaceWest said, wasn’t necessarily implying that it was evil or sentient, just that its true nature might be unknowable.

And it reinforces the notion that what’s happening in A.I. today feels, to some of its participants, more like an act of summoning than a software development process. They are creating the blobby, alien Shoggoths, making them bigger and more powerful, and hoping that there are enough smiley faces to cover the scary parts.

“I was also thinking about how Lovecraft’s most powerful entities are dangerous — not because they don’t like humans, but because they’re indifferent and their priorities are totally alien to us and don’t involve humans, which is what I think will be true about possible future powerful A.I.”

when Bing’s chatbot became unhinged and tried to break up my marriage, an A.I. researcher I know congratulated me on “glimpsing the Shoggoth.” A fellow A.I. journalist joked that when it came to fine-tuning Bing, Microsoft had forgotten to put on its smiley-face mask.

@TetraspaceWest, the meme’s creator, told me in a Twitter message that the Shoggoth “represents something that thinks in a way that humans don’t understand and that’s totally different from the way that humans think.”

In any case, the Shoggoth is a potent metaphor that encapsulates one of the most bizarre facts about the A.I. world, which is that many of the people working on this technology are somewhat mystified by their own creations. They don’t fully understand the inner workings of A.I. language models, how they acquire new capabilities or why they behave unpredictably at times. They aren’t totally sure if A.I. is going to be net-good or net-bad for the world.

That some A.I. insiders refer to their creations as Lovecraftian horrors, even as a joke, is unusual by historical standards. (Put it this way: Fifteen years ago, Mark Zuckerberg wasn’t going around comparing Facebook to Cthulhu.)

If it’s an A.I. safety researcher talking about the Shoggoth, maybe that person is passionate about preventing A.I. systems from displaying their true, Shoggoth-like nature.

A great many people are dismissive of suggestions that any of these systems are “really” thinking, because they’re “just” doing something banal (like making statistical predictions about the next word in a sentence). What they fail to appreciate is that there is every reason to suspect that human cognition is “just” doing those exact same things. It matters not that birds flap their wings but airliners don’t. Both fly. And these machines think. And, just as airliners fly faster and higher and farther than birds while carrying far more weight, these machines are already outthinking the majority of humans at the majority of tasks. Further, that machines aren’t perfect thinkers is about as relevant as the fact that air travel isn’t instantaneous. Now consider: we’re well past the Wright flyer level of thinking machine, past the early biplanes, somewhere about the first commercial airline level. Not quite the DC-10, I think. Can you imagine what the AI equivalent of a 777 will be like? Fasten your seatbelts.

@thomas h. You make my point perfectly. You’re observing that the way a plane flies — by using a turbine to generate thrust from combusting kerosene, for example — is nothing like the way that a bird flies, which is by using the energy from eating plant seeds to contract the muscles in its wings to make them flap. You are absolutely correct in that observation, but it’s also almost utterly irrelevant. And it ignores that, to a first approximation, there’s no difference in the physics you would use to describe a hawk riding a thermal and an airliner gliding (essentially) unpowered in its final descent to the runway. Further, you do yourself a grave disservice in being dismissive of the abilities of thinking machines, in exactly the same way that early skeptics have been dismissive of every new technology in all of human history. Writing would make people dumb; automobiles lacked the intelligence of horses; no computer could possibly beat a chess grandmaster because it can’t comprehend strategy; and on and on and on. Humans aren’t nearly as special as we fool ourselves into believing. If you want to have any hope of acting responsibly in the age of intelligent machines, you’ll have to accept that, like it or not, and whether or not it fits with your preconceived notions of what thinking is and how it is or should be done … machines can and do think, many of them better than you in a great many ways. b&

@BLA. You are incorrect. Everything has nature. Its nature is manifested in making humans react. Sure, no humans, no nature, but here we are. The writer and various sources are not attributing nature to AI so much as admitting that they don’t know what this nature might be, and there are reasons to be scared of it. More concerning to me is the idea that this field is resorting to geek culture reference points to explain and comprehend itself. It’s not so much the algorithm has no soul, but that the souls of the humans making it possible are stupendously and tragically underdeveloped.

When even tech companies are saying AI is moving too fast, and the articles land on page 1 of the NYT (there's an old reference), I think the greedy will not think twice about exploiting this technology, with no ethical considerations, at all.

@nome sane? The problem is it isn't data as we understand it. We know what the datasets are -- they were used to train the AI's. But once trained, the AI is thinking for itself, with results that have surprised everybody.

The unique feature of a shoggoth is it can become whatever is needed for a particular job. There's no actual shape so it's not a bad metaphor, if an imperfect image. Shoghoths also turned upon and destroyed their creators, so the cautionary metaphor is in there, too. A shame more Asimov wasn't baked into AI. But then the conflict about how to handle AI in relation to people was key to those stories, too.