Give the Mayans credit. They came within a week or so of predicting the fiscal cliff. That's a forecasting record most economists can only dream of.
Okay, so the fiscal cliff isn't exactly the end of the world. It's just a particularly premature dose of austerity, which is bad enough. But if we've learned anything the past two years, it's that this Congress will find a way to muddle through after it's exhausted all other options, including voluntary default. And that's really been the theme of 2012. Whether it was slow, steady growth in the U.S. (but no recession), a slow, steady recession in Europe (but no implosion), or a slow, steady slowdown in China (but no hard landing), 2012 was the year of muddling through. And the year of the central banker. And the U.S. election.
We figured we'd sum it up the best way we know -- in graphs. We asked some of our favorite professors and writers to chip in, and here are their 34 favorite economic charts of 2012. Ross Perot has nothing on us. [All Atlantic commentary is in italics. The contributors' descriptions come under each chart.]
THE WORLD, IT IS A CHANGIN'
Remember when China was the low-wage, manufacturing capital of the world? Well, the low-wage part of that equation is changing rapidly thanks to a declining rate of urbanization.
Chinese and Mexican wages might be equaling out, but they're not within the U.S., especially if you take a longer view of things.
Jordan Weissmann, The Atlantic: This graph, from the Pew Research Center, tracks the annual rate of income growth for Americans across the economic spectrum for each of the past six decades. I have yet to find a more evocative illustration of how profoundly the rewards of our economy have tilted away from the middle class and towards the wealthy. Here, we don't just see who's claiming the biggest slice of the pie, but rather whose standard of living is actually improving (or deteriorating). You can argue about why we've arrived at this point, but that doesn't change the starkness of this picture.
Incomes aren't the only place there's been widening inequality in recent years. It's true of punditry as well -- at least when it comes to quality. The nerds are taking over.
Noah Smith, Atlantic contributor and professor at Stony Brook University: "We're an empire now," Karl Rove declared in 2004, "and when we act, we create our own reality." 2012 was the year the real reality fought back. Nate Silver's statistical model wasn't the only one to predict the outcome of the presidential election, but its dramatic success, in the face of all the deniers, starkly exposed the bubble in which the American right-wing punditocracy had been living. Wonks 1, pundits 0.
MARKETS, MARKETS, MARKETS
It was only a meh year for the economy, but markets didn't seem to mind. Thanks, robots?
It's not just that there are fewer actual humans in the market. There are fewer active humans in the market too.
Barry Ritholtz, The Big Picture: I want to nominate what may be the most deceptive chart you will see: NYSE Volume. Its deceptive because its simplicity reveals so many things beyond what it is ostensibly covering of mere trading volume. Consider what the overall falling volume trend means: 1) the financial services industry is shrinking; 2) commissions are falling; 3) stock picking is being replaced with ETFs; 4) psychology is negative, as Main Street is not participating and Mom & Pop have left; 5) active trading is being replaced with passive indexing; 6) HFT Algos may spoof millions of phony bids, but they are having a harder time getting executed.
You wouldn't know it for all the accusations the Obama administration gets for being out of touch with the business community, but the past four years have been a boffo time for stocks. Congratulations if you got in at the bottom in March 2009.
Justin Wolfers, Bloomberg View and professor at the University of Michigan: I like this chart because it's worth juxtaposing the stellar performance of the market with the steady drumbeat of criticism that President Obama has endured from the business community. Certainly smart investors bought stocks as if they believed that business conditions had improved sharply through Obama's tenure. It's hard to see any evidence here that his has been an anti-business presidency. Notice something else: Throughout 2012, which most of us remember as a terrible year for the economy -- think Europe, electoral uncertainty, Sandy, the fiscal cliff, and so on --this particular barometer of our economic health kept rising. But the insight this chart offers is deeper than a political talking point--it's an illustration of just how out-of-sync our political discourse can become from the underlying economic realities. The deeper point is a word of advice: It's always worth marking your ideas to market.
But there's been a simple, and unusual, formula for stocks the past few years: more inflation, more returns.
Matthew Yglesias, Slate: There are no ironclad proofs in macroeconomics, but this chart above is, I think, the best evidence for the proposition that the economy continues to suffer a substantial shortfall in demand. The red line is the change in the interest rate premium for a regular 10-year treasury bond over an inflation protected 10-year treasury bond. In other words, it's the change in financial markets' expectation of inflation over a 10-year horizon. The blue line is the change in the value of the S&P 500. The point of the chart is that the two series are correlated--higher inflation expectations boosts share prices.
Here's another math question for you. Surging stocks plus sluggish growth equals ... what exactly? The answer is record-high corporate profits and a declining share of income going to workers.
Bonnie Kavoussi, Huffington Post: Corporate executives and investors are reaping most of the economy's gains, as the job market stays weak. Labor's share of income hit a record low this year, while dividends continued to recover and corporate profits reached a record high. Companies squeezed their workers to boost their bottom line, knowing that their workers probably don't have anywhere better to go.
The past year was particularly profitable for housing -- at least compared to recent history, when builders went dormant.
Eddy Elfenbein, Crossing Wall Street: This shows the Retail ETF (XRT) beating the S&P 500 this year, while the Homebuilders ETF (XHB) has absolutely creamed it. The move in the homies is much more dramatic since it's coming off a lower base. That's been the story this year: recovering housing slowing lifting consumers. In June, Walmart finally took out its high after 12.5 years
HOUSING, HOUSING, HOUSING
We don't want to jinx it ... but whatever, let's jinx it. Housing is back, admittedly from a very, very low base. That was the story of the U.S. economy in 2012, and it looks to be an even bigger story in 2013.
Matthew Zeitlin, Daily Beast: Everyone knows housing is back. Instead of being a drag on the economy, it is now a tailwind and likely will be into 2013, and the story is all in the data. Although there are all sorts of metrics that track the health of the housing sector, the year-over-year change in monthly annualized housing starts is my favorite. Every month, the Census Bureau measures the number of housing structures that have started construction and then annualizes it -- projects it forward for the entire year. Over a years worth of this data, we can get a good idea of where the housing sector is going by these monthly readings. This chart shows the difference between every month's annualized rate of housing starts compared to the year before. What's important is that for the last 12 months , the average year-over-year jump has been 158,000. Even more encouragingly, since July, the numbers have started to grow quickly, indicating a housing sector whose growth is accelerating. In October of this year, the Census Bureau reported housing starts at an annualized rate of 894,000, a 264,000 increase or 42 percent increase from October, 2011. Housing. Is. Back.
Housing might be back, but what about the housing jobs? Not so much -- yet.
Conor Sen, Atlantic contributor: This chart sums up the two biggest themes in the US economy in 2012: the housing recovery that kept the US from falling into recession, and the continued subdued recovery in the labor market. Despite housing starts rising 42% over the past year, there has been no gain in residential construction employment. This broader theme -- the ability of the economy to grow without workers participating -- is perhaps the biggest story of this era.
But here's something of a heretical question. How much did the big construction bust have to do with our economic bust? It's not as obvious as it seems.
The construction collapse didn't cause the Great Recession, but a construction bounce back could go a long way towards taking the "anemic" out of our anemic recovery. But if housing does accelerate in 2013, it doesn't look like it will be due to even lower borrowing costs, despite Ben Bernanke's best efforts. Banks are pocketing those right now.
Mike Konczal, Roosevelt Institute: This is the difference between the mortgage interest rates in the primary market, or where lenders make mortgage loans, and the secondary market, where those loans turn into securitizations, as documented by the New York Fed. This means that Wall Street is capturing a large part of the record low rates, courtesy of monetary policy, and not passing on that purchasing power to consumers, underwater or otherwise. They are doing this as a result of the way HARP was implemented, capacity constraints, and market power.
It's yet another example of how the poor policy response, wasted allocated money, and lack of real public options and actions in the collapsed housing market has kept the economy in check, while letting Wall Street take a huge cut of the upside. But it's also another example of how the administration hasn't successfully coordinated its powers to boost, rather than constrict, the power of monetary policy.
It's not just banks blunting the Fed's efforts to get the economy moving again. Household balance sheets are too. In other words, everybody's least favorite four-letter word -- debt -- is holding us back. But it might not be holding us back quite as much now.
Amir Sufi, professor at the University of Chicago: One of the most important stories of 2012 was the strength of household spending on durable goods and the recovery of residential investment. I pay particular attention to these two variables given the excellent research by Edward Leamer showing their power in predicting economic activity going forward. The strength in auto purchases and residential investment is undoubtedly a positive sign. But the recovery comes with a very important caveat made clear in this chart: we are still nowhere near 2006 levels, especially in states that came into the recession with the highest household debt burdens. In high household leverage states, which among others include Arizona, California, Florida, and Nevada, auto sales remain 30% below their 2006 level, and residential investment remains 70% below its 2006 level. There are many ways to interpret the continued weakness in high household leverage states. One argument is that housing artificially inflated these economies in 2006, and we should never expect to see the same level of activity going forward. Another argument, which I prefer, is that crushing household debt burdens continue to hold back spending. Regardless of the interpretation of this chart, the economy remains extremely vulnerable to unforeseen shocks because it continues to carry with it the scars of the household debt binge.
How important is this story about housing, cars, and debt? Important enough that we're showing it to you again, with a bit more historical perspective.
Derek Thompson, The Atlantic: Why is this recovery different from all other recoveries? It might be the most important economic question of 2012 (and 2011, and 2010, and 2009 ... and 2013). I'd be lying if I said I could answer it in a graph. But I can get pretty close.
This chart tells a simple story: Home and car sales power recoveries. After the recessions in the 1970s, H&C sales accounted for about half of catch-up growth. After the recession of the early 1980s, they accounted for a third. Those recoveries were pretty fast and strong.
But after the recessions of the 1990s and 2000s, H&C sales accounted for only a sixth of growth. After the Great Recession, they have accounted for barely a tenth. General Post-War Law of Recoveries: If you're not selling houses and cars (especially houses), your recovery stinks. We're not selling houses. And our recovery stinks. That's why the rumblings in the housing market -- slightly rising prices, slightly rising construction on single- and, especially, multi-family homes -- are so important for 2013.
Okay, so we've explained why this recovery has been so rotten, but can anything explain the inexorable increase in ... bathrooms? Even the Great Recession couldn't stop this trend.
Kevin Roose, New York Magazine: Totally mesmerizing. I had a full-length daydream about it when Joe Weisenthal tweeted it a while back. The dream involved a group of homebuilders in the year 2040 who were furiously trying to keep pace with the growth rate by putting bathrooms inside of other bathrooms.
THE YEAR OF THE CENTRAL BANKER
In an age of austerity, central bankers are kings. At least when it comes to trying to deliver us from stagnation. After some stops and starts, they were mostly up to the challenge in 2012.
Joe Weisenthal, Business Insider: On June 26, with European peripheral borrowing costs surging again, Mario Draghi told a conference in London that the ECB was prepared to do "whatever it takes" to save the Euro. Lots of Eurocrats over the years have promised to save the Eurozone, but none of them are central bankers, with an unlimited checkbook. Later in his comments, he hinted at exactly what he had in mind when he said, in regards to high yields, "These premia have to do, as I said, with default, with liquidity, but they also have to do more and more with convertibility, with the risk of convertibility. Now to the extent that these premia do not have to do with factors inherent to my counterparty -- they come into our mandate. They come within our remit." For the first time he was saying clearly that he had a mandate to reduce peripheral borrowing costs, and that he would use the ECB to do this. Peripheral borrowing costs in countries like Italy and Spain have been falling ever since, just on this implicit backing.
Ben Bernanke lacks the dramatic flair of Mario "Whatever It Takes" Draghi, but it's been no less a dramatic year at the Fed. Early in the year, the Fed got increasing criticism for not doing enough. Paul Krugman said it best when he said that Chairman Bernanke needed to listen to Professor Bernanke -- in other words, that he should stop ignoring his academic work on what central banks could do. Bernanke -- or was it the rest of the FOMC? -- listened. In September, the Fed announced open-ended bond-buying, and in December it unveiled a new framework.
Mark Thoma, professor at the University of Oregon: You can see the evolution of the Fed's thinking on monetary policy here. In particular, note that inflation approaches its long-run target from above. This shows the Fed's new found willingness to accept inflation in the short-run as it tries to help with the unemployment problem. Note also that the path for the federal funds rate implies it will stay lower for longer than the Taylor rule would imply. This departure from the Taylor rule, which attempts to stimulate the economy today by promising easier policy in the future, is another important innovation in monetary policy.
How can you tell if the Fed's unconventional policies are working? Check the chart below.
Ryan Avent, The Economist: The chart I've spent the most time with this year shows the difference in yield on a garden-variety 5-year Treasury note and the 5-year "inflation-protected" Treasury security: a rough guide to the market's expected inflation over the next 5 years. I've used it as a gauge of the stance of US monetary policy, reflecting both the strength of headwinds blowing in from abroad and the Fed's reaction to them. The year's promising start (corresponding to higher inflation expectations) went into reverse in the spring thanks to a new crisis flare-up in Europe. Conditions improved over the summer thanks to the European Central Bank's heroics and the outlook soared in September as the Fed took bold new steps to address America's unemployment problem. The aftermath of that move has been disappointing, though whether because of fiscal-cliff jitters or the sense that the Fed hadn't gone far enough (or something else entirely) I can't say. But as the year draws to a close and the Fed keeps pushing, there are signs that the US economy is back on the right track.
David Keohane, FT Alphaville: Every time you need a reminder of the yen's stubbornness, look at this. Reality does seem to be finally catching up with expectations, but there have been false dawns before. Don't underestimate the yen's reliance, the ability of Japanese politicians to get it wrong, the influence of risk and the fact that QE alone, as it tends to act through equities rather than bonds in Japan and thus pulls in interest from abroad, won't be enough. Still though, all those Y90 estimates might be right. MIGHT.
Then again, maybe the Bank of Japan, and other central banks, really are just pushing on a string.
Cullen Roche, Pragmatic Capitalism: As the Fed continues to embark on their various "stimulative" programs in 2012 I think it's once again wise to look at the one long-standing historical case study in highly expansionary Fed policy. Over the course of the last 20 years Japan's central bank, the Bank of Japan, has implemented various different forms of quantitative easing. But as the chart below via ING shows, these programs have failed to materially alter the stagnant economy or induce inflation.
I'd like to think the USA is different and that Fed policy will have a more beneficial impact here, but that reminds me of John Templeton's 4 most dangerous words in the world of investing -- "it's different this time". Is it really?
... BUT WE STILL HAVE PLENTY OF PROBLEMS
The age of crisis isn't quite over yet. The big problem at the root of all our other big problems, and the one central banks are trying to fix, is that too many people want to hold onto cash, or near-cash, money. That will make more sense if you look at the chart below.
David Beckworth, professor at Western Kentucky University: Almost five years ago, households began adding more liquid assets to their portfolios. The accumulation of these money-like assets--checking and saving accounts, money market mutual funds, treasuries, etc.--meant less household spending and a slowdown in economic activity. It still remains an key obstacle to a robust recovery.
This is another one of those biggies that deserves a second chart, so here it is. It's easy to see why there's an excess demand for money -- there hasn't been enough of it lately. The private sector stopped making "money" when subprime went bust and securitization went into hibernation.
Cardiff Garcia, FT Alphaville: The complex ways in which the concepts of shadow banking, safe assets, collateral, and rehypothecation affect our understanding of what counts as money remain poorly understood. But these relationships appear to have played a meaningful role in both the US financial crisis and the pace of the recovery. The chart above comes from one of the best early efforts, conducted by strategists at Credit Suisse, to understand these various forces and their implications for fiscal and monetary policy.
Of course, our other BIG problem is the problem of long-term unemployment. There's startling new evidence that we increasingly have a bifurcated labor market: one for people who have been out of work for less than six months, and one for people who have been out of work longer.
Brad DeLong, professor at the University of California-Berkeley: We don't have a structural unemployment problem. We have a long-term unemployment problem. The healthy-looking chart on the left shows the Beveridge curve for people who have been unemployed less than six months; the ugly-looking one on the right shows it for people who have been out of work for longer than six months. We need more demand now.
Any discussion of our big problems -- are there any other discussions nowadays? -- isn't complete without a discussion of our increasingly stratified, and, more troublingly, less mobile society.
Jim Tankersley, Washington Post: Forget Greece. Americans should be concerned that we're becoming more and more like England - at least in terms of income mobility.
There is growing evidence that from one American generation to the next, mobility is declining. It's getting harder, that is, to work your way into a higher income level than the one into which you were born. A son's adult income in the United States is about half dictated by how much his father made, a percentage that is nearly as high as in any country in wealth-by-birthright Europe, according to the Organization of Economic Cooperation and Development. That's a trend that not even the biggest of Anglophiles would welcome.
MEANWHILE, BUDGETS ...
Now, on to Pete Peterson's favorite topic -- deficits and debt!
Michael Linden, Center for American Progress: 2012 was another year full of misleading claims about President Obama and the national debt. This chart shows clearly and concisely where all that debt came from, and - spoiler alert -- it wasn't from the stimulus!
So, where does the deficit come from? Is it a spending problem? A revenue problem? It's both, which is just another way of saying it's a GDP problem.
Binyamin Appelbaum, New York Times: You can save a lot of time by looking at this chart rather than reading about the government's financial problems. It's a wonderful reminder that a) we usually run deficits, and that's OK but b) lately we've abandoned moderation and c) we have both a spending problem and a revenue problem.
But we don't have a spending problem when it comes to discretionary spending. That's headed to its lowest level since 1970, thanks to the 2011 debt ceiling deal.
Loren Adler, Bipartisan Policy Center: As negotiations continue over fiscal policy, it's important to keep in mind that both domestic and defense discretionary spending have already been restrained. Last summer, the Budget Control Act of 2011 (BCA) capped annual discretionary spending through 2021 at levels similar to those recommended by the Bipartisan Policy Center's Domenici-Rivlin Task Force. Going forward, debt reduction efforts must shift focus to the true drivers of our debt - the rising costs of entitlements, predominantly Medicare, and insufficient revenues to fund them. Unfortunately, the pending sequester would address neither, and instead would force indiscriminate cuts to defense and domestic programs.
There's one group of people who aren't worried about our deficits. Fortunately, they're the only people who matter -- bond investors. Adjusted for inflation, they were offering us free money for 20 years. Until recently, they were actually paying us to borrow. Not a bad deal.
Dylan Matthews, Washington Post: Ever since Obama was elected, DC has suddenly rediscovered a fervor for deficit reduction. But it's worth keeping in mind why deficits are concerning in the long-run. The fear is that if our debt load gets too big, investors will start demanding a "sovereign risk premium," to compensate them for the danger that we might default on our debts. That premium in turn hikes up interest payments -- worsening the budget situation still further -- and redirects investment that could go to private industry to government-issued securities.
But not only are investors not charging such a premium, they're doing the reverse. In recent months they've started paying interest rates on even 20 year debt that are actually negative, when adjusted for inflation. This means two things. One is that, unless the markets are wildly irrational in a way that even the most dogged Keynesian wouldn't expect, the US doesn't have a deficit problem for a good long while. Secondly, it means the US is stupid to be doing anything other than taking the free money investors are giving it to solve the jobs crisis, rebuild infrastructure, and pursue other national goals.
Deficits certainly aren't a problem in the short-run, but they will be over the long-run if we don't raise new revenues or trim entitlements -- or bring in more people -- to deal with the retirement of the Boomers.
Adam Ozimek, Modeled Behavior: This shows the working age population, the retiree age population, and the ratio of workers to retirees. The projections out to 2050 show a growing problem: each worker has to support more retirees. This means more expensive government, and, if Stock and Watson are right, more jobless recoveries. And these are just two of the many reasons that our unwillingness to recognize that we need more immigrants is going to become increasingly costly.
This might be the most important chart to keep in mind when we do talk about reforming entitlements.
Harold Pollack, professor at the University of Chicago: This underscores two profound insights with two lines: Almost the entirety of life expectancy gains among men have occurred in the top half of the income distribution. This may be the most stark illustration of growing I have ever seen. This graph also rebuts widespread arguments that increased lifespan justifies increasing the minimum age at which one can receive Medicare or full Social Security benefits. For huge groups of Americans, life expectancy just hasn't budged.
WHAT THE ...
There's rarely a better candidate for this than that last refuge of cranks, gold. Today is no exception.
Iza Kaminska, FT Alphaville: The breakdown in the relationship ship between real interest rates and gold is signalling something, but what? It could be that gold has finally reached its choke point, and that from now on the deflation protection embedded in US TIPS (the lesser-known flip side to their obvious inflation protection) is becoming increasingly valuable. And we're nearing the point at which gold and (of all things) conventional Treasuries are substitutes for each other, especially as gold is increasingly accepted as collateral in financial transactions.
Gold is hard to figure, but our postmodern economy, where everything gets viewed through an ideological lens, can be hard to figure too.
Matt O'Brien, The Atlantic: Losing an election hurts, but does it hurt as much as the end of the world as we know it? Maybe! Republicans today are about as negative they were during the depths of the Great Recession, back when Glenn Beck's prepper-ism had a patina of plausibility.
Meanwhile, if you're tired of reading about or listening to people on Wall Street complain about their "pitiful" bonuses, here's a handy chart to show them to guide them in their kvetching.
There you have it. Now you know everything -- and then some -- about what happened in the global economy in 2012. Hopefully next year's edition will just be filled with charts of all the jobs we created in the past 12 months.
Lip service to the crucial function of the Fourth Estate is not enough to sustain it.
It’s not that Mark Zuckerberg set out to dismantle the news business when he founded Facebook 13 years ago. Yet news organizations are perhaps the biggest casualty of the world Zuckerberg built.
There’s reason to believe things are going to get worse.
A sprawling new manifesto by Zuckerberg, published to Facebook on Thursday, should set off new alarm bells for journalists, and heighten news organizations’ sense of urgency about how they—and their industry—can survive in a Facebook-dominated world.
Facebook’s existing threat to journalism is well established. It is, at its core, about the flow of the advertising dollars that news organizations once counted on. In this way, Facebook’s role is a continuation of what began in 1995, when Craigslist was founded. Its founder, Craig Newmark, didn’t actively aim to decimate newspapers, but Craigslist still eviscerated a crucial revenue stream for print when people stopped buying newspaper classifieds ads.
When my wife was struck by mysterious, debilitating symptoms, our trip to the ER revealed the sexism inherent in emergency treatment.
Early on a Wednesday morning, I heard an anguished cry—then silence.
I rushed into the bedroom and watched my wife, Rachel, stumble from the bathroom, doubled over, hugging herself in pain.
“Something’s wrong,” she gasped.
This scared me. Rachel’s not the type to sound the alarm over every pinch or twinge. She cut her finger badly once, when we lived in Iowa City, and joked all the way to Mercy Hospital as the rag wrapped around the wound reddened with her blood. Once, hobbled by a training injury in the days before a marathon, she limped across the finish line anyway.
So when I saw Rachel collapse on our bed, her hands grasping and ungrasping like an infant’s, I called the ambulance. I gave the dispatcher our address, then helped my wife to the bathroom to vomit.
The preconditions are present in the U.S. today. Here’s the playbook Donald Trump could use to set the country down a path toward illiberalism.
It’s 2021, and President Donald Trump will shortly be sworn in for his second term. The 45th president has visibly aged over the past four years. He rests heavily on his daughter Ivanka’s arm during his infrequent public appearances.
Fortunately for him, he did not need to campaign hard for reelection. His has been a popular presidency: Big tax cuts, big spending, and big deficits have worked their familiar expansive magic. Wages have grown strongly in the Trump years, especially for men without a college degree, even if rising inflation is beginning to bite into the gains. The president’s supporters credit his restrictive immigration policies and his TrumpWorks infrastructure program.
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Radical longevity may change the way we live—and not necessarily for the better.
“So, you don’t want to die?” I asked Zoltan Istvan, then the Transhumanist candidate for president, as we sat in the lobby of the University of Baltimore one day last fall.
“No,” he said, assuredly. “Never.”
Istvan, an atheist who physically resembles the pure-hearted hero of a Soviet children’s book, explained that his life is awesome. In the future, it will grow awesomer still, and he wants to be the one to decide when it ends. Defying aging was the point of his presidential campaign, the slogan of which could have been “Make Death Optional for Once.” To (literally) drive the point home, he circled the nation in the “Immortality Bus,” a brown bus spray-painted to look like a coffin.
He knew he’d lose, of course, but he wanted his candidacy to promote the cause of transhumanism—the idea that technology will allow humans to break free of their physical and mental limitations. His platform included, in part, declaring aging a disease. He implanted a chip in his hand so he could wave himself through his front door, and he wants to get his kids chipped, too. He’d be surprised, he told me, if soon “we don’t start merging our children with machines.” He’d like to replace his limbs with bionics so he can throw perfectly in water polo. Most of all, he wants to stick around for a couple centuries to see it all happen, perhaps joining a band or becoming a professional surfer, a long white beard trailing in his wake.
Even within a university as famously offbeat as the Massachusetts Institute of Technology, Random Hall has a reputation for being a little quirky. According to campus legend, the students who first lived there in 1968 wanted to call the dorm “Random House” until the publishing house with that same name sent them a letter to object. The individual floors have names, too. One is called Destiny, a result of its cash-strapped inhabitants selling the naming rights on eBay; the winning bid was $36 from a man who wanted to name it after his daughter.
In 2005, another plan started to take shape in the corridors of Random Hall. James Harvey was nearing the completion of his mathematics degree and needed a project for his final semester. While searching for a topic, he became interested in lotteries.
Humans have been living and working with horses for more than 5,000 years, since the first domesticated equines had their teeth worn down by primitive bridles in northern Kazakhstan. Hands could not have built modern civilization without the help of hooves—to haul ploughs, pull carriages, march soldiers into battle, and carry messages of love and war across hundreds of otherwise-insurmountable miles.
An unlikely pairing of wily predator and one-ton prey, humans and horses have managed to successfully communicate across the species barrier because we share a language: emotion. Experienced riders and trainers can learn to read the subtle moods of individual horses according to wisdom passed down from one horseman to the next, but also from years of trial-and-error. I suffered many bruised toes and nipped fingers before I could detect a curious swivel of the ears, irritated flick of the tail, or concerned crinkle above a long-lashed eye.
The country’s universities and tech giants are starting to surpass American ones when it comes to researching and implementing AI.
Each winter, hundreds of AI researchers from around the world convene at the annual meeting of the Association of the Advancement of Artificial Intelligence. Last year, a minor crisis erupted over the schedule, when AAAI announced that 2017’s meeting would take place in New Orleans in late January. The location was fine. The dates happened to conflict with Chinese New Year.
The holiday might not have been a deal breaker in the past, but Chinese researchers have become so integral to the meeting, it could not go on without them. They had to reschedule. “Nobody would have put AAAI on Christmas day,” says current AAAI president Subbarao Kambhampati. “Our organization had to almost turn on a dime and change the conference venue to hold it a week later.”
When people repeatedly move from place to place, they may be more willing to let go of relationships.
When the Jewish German psychologist Kurt Lewin fled Nazi rule and moved to the United States in 1933, he, like many immigrants, found his new home a little puzzling. Especially when it came to friendships.
“Compared with Germans, Americans seem to make quicker progress toward friendly relations early in the acquaintance process and with many more persons,” he wrote in his 1936 paper “Some Social-Psychological Differences Between the United States and Germany.” “Yet this development often stops at a certain point and the quickly acquired friends will, after years of relatively close relations, say good bye as easily as after a few weeks of acquaintance.”
Lewin thought that this idea of friends as fast fashion—easily acquired, emotionlessly discarded when worn out—might be spurred by the United States’s high level of residential mobility. American society was mobile in his day and has only gotten more mobile since. People can move from sea to shining sea, dropping things as they go.
Narcissism, disagreeableness, grandiosity—a psychologist investigates how Trump’s extraordinary personality might shape his possible presidency.
In 2006, Donald Trump made plans to purchase the Menie Estate, near Aberdeen, Scotland, aiming to convert the dunes and grassland into a luxury golf resort. He and the estate’s owner, Tom Griffin, sat down to discuss the transaction at the Cock & Bull restaurant. Griffin recalls that Trump was a hard-nosed negotiator, reluctant to give in on even the tiniest details. But, as Michael D’Antonio writes in his recent biography of Trump, Never Enough, Griffin’s most vivid recollection of the evening pertains to the theatrics. It was as if the golden-haired guest sitting across the table were an actor playing a part on the London stage.
“It was Donald Trump playing Donald Trump,” Griffin observed. There was something unreal about it.
The Scandinavian country is an education superpower because it values equality more than excellence.
The Scandinavian country is an education superpower because it values equality more than excellence.
Everyone agrees the United States needs to improve its education system
dramatically, but how? One of the hottest trends in education reform lately
is looking at the stunning success of the West's reigning education
Trouble is, when it comes to the lessons that Finnish schools have to offer,
most of the discussion seems to be missing the point.
The small Nordic country of Finland used to be known -- if it was known for
anything at all -- as the home of Nokia, the mobile phone giant. But lately
Finland has been attracting attention on global surveys of quality of
life -- Newsweek ranked it number one last year -- and Finland's national
education system has been receiving particular praise, because in recent
years Finnish students have been turning in some of the highest test scores
in the world.