Monday, September 30, 2013

30-09-2013-¡FELIZ DÍA DEL TRADUCTOR!/HAPPY TRANSLATION/TRANSLATOR´S DAY!

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MUS-Schubert "Serenade" By BUTTERFLY Ƹ̵̡Ӝ̵̨̄Ʒ.

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PSYCH/GralInt-TED Talks-Elizabeth Loftus: The fiction of memory

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Elizabeth Loftus: The fiction of memory



Filmed Jun 2013 • Posted Sep 2013 • TEDGlobal 2013




Psychologist Elizabeth Loftus studies memories. More precisely, she studies false memories, when people either remember things that didn't happen or remember them differently from the way they really were. It's more common than you might think, and Loftus shares some startling stories and statistics, and raises some important ethical questions we should all remember to consider.

Memory-manipulation expert Elizabeth Loftus explains how our memories might not be what they seem -- and how implanted memories can have real-life repercussions.





























Transcript:



I'd like to tell you about a legal case that I worked on involving a man named Steve Titus.

Titus was a restaurant manager. He was 31 years old, he lived in Seattle, Washington, he was engaged to Gretchen, about to be married, she was the love of his life. And one night, the couple went out for a romantic restaurant meal. They were on their way home, and they were pulled over by a police officer. You see, Titus' car sort of resembled a car that was driven earlier in the evening by a man who raped a female hitchhiker, and Titus kind of resembled that rapist. So the police took a picture of Titus, they put it in a photo lineup, they later showed it to the victim, and she pointed to Titus' photo. She said, "That one's the closest." The police and the prosecution proceeded with a trial, and when Steve Titus was put on trial for rape, the rape victim got on the stand and said, "I'm absolutely positive that's the man." And Titus was convicted. He proclaimed his innocence, his family screamed at the jury, his fiancée collapsed on the floor sobbing, and Titus is taken away to jail.

So what would you do at this point? What would you do? Well, Titus lost complete faith in the legal system, and yet he got an idea. He called up the local newspaper, he got the interest of an investigative journalist, and that journalist actually found the real rapist, a man who ultimately confessed to this rape, a man who was thought to have committed 50 rapes in that area, and when this information was given to the judge, the judge set Titus free.

And really, that's where this case should have ended. It should have been over. Titus should have thought of this as a horrible year, a year of accusation and trial, but over.

It didn't end that way. Titus was so bitter. He'd lost his job. He couldn't get it back. He lost his fiancée. She couldn't put up with his persistent anger. He lost his entire savings, and so he decided to file a lawsuit against the police and others whom he felt were responsible for his suffering.

And that's when I really started working on this case, trying to figure out how did that victim go from "That one's the closest" to "I'm absolutely positive that's the guy."

Well, Titus was consumed with his civil case. He spent every waking moment thinking about it, and just days before he was to have his day in court, he woke up in the morning, doubled over in pain, and died of a stress-related heart attack. He was 35 years old.

So I was asked to work on Titus' case because I'm a psychological scientist. I study memory. I've studied memory for decades. And if I meet somebody on an airplane -- this happened on the way over to Scotland -- if I meet somebody on an airplane, and we ask each other, "What do you do? What do you do?" and I say "I study memory," they usually want to tell me how they have trouble remembering names, or they've got a relative who's got Alzheimer's or some kind of memory problem, but I have to tell them I don't study when people forget. I study the opposite: when they remember, when they remember things that didn't happen or remember things that were different from the way they really were. I study false memories.

Unhappily, Steve Titus is not the only person to be convicted based on somebody's false memory. In one project in the United States, information has been gathered on 300 innocent people, 300 defendants who were convicted of crimes they didn't do. They spent 10, 20, 30 years in prison for these crimes, and now DNA testing has proven that they are actually innocent. And when those cases have been analyzed, three quarters of them are due to faulty memory, faulty eyewitness memory.

Well, why? Like the jurors who convicted those innocent people and the jurors who convicted Titus, many people believe that memory works like a recording device. You just record the information, then you call it up and play it back when you want to answer questions or identify images. But decades of work in psychology has shown that this just isn't true. Our memories are constructive. They're reconstructive. Memory works a little bit more like a Wikipedia page: You can go in there and change it, but so can other people. I first started studying this constructive memory process in the 1970s. I did my experiments that involved showing people simulated crimes and accidents and asking them questions about what they remember. In one study, we showed people a simulated accident and we asked people, how fast were the cars going when they hit each other? And we asked other people, how fast were the cars going when they smashed into each other? And if we asked the leading "smashed" question, the witnesses told us the cars were going faster, and moreover, that leading "smashed" question caused people to be more likely to tell us that they saw broken glass in the accident scene when there wasn't any broken glass at all. In another study, we showed a simulated accident where a car went through an intersection with a stop sign, and if we asked a question that insinuated it was a yield sign, many witnesses told us they remember seeing a yield sign at the intersection, not a stop sign.

And you might be thinking, well, you know, these are filmed events, they are not particularly stressful. Would the same kind of mistakes be made with a really stressful event? In a study we published just a few months ago, we have an answer to this question, because what was unusual about this study is we arranged for people to have a very stressful experience. The subjects in this study were members of the U.S. military who were undergoing a harrowing training exercise to teach them what it's going to be like for them if they are ever captured as prisoners of war. And as part of this training exercise, these soldiers are interrogated in an aggressive, hostile, physically abusive fashion for 30 minutes and later on they have to try to identify the person who conducted that interrogation. And when we feed them suggestive information that insinuates it's a different person, many of them misidentify their interrogator, often identifying someone who doesn't even remotely resemble the real interrogator.

And so what these studies are showing is that when you feed people misinformation about some experience that they may have had, you can distort or contaminate or change their memory.

Well out there in the real world, misinformation is everywhere. We get misinformation not only if we're questioned in a leading way, but if we talk to other witnesses who might consciously or inadvertently feed us some erroneous information, or if we see media coverage about some event we might have experienced, all of these provide the opportunity for this kind of contamination of our memory.

In the 1990s, we began to see an even more extreme kind of memory problem. Some patients were going into therapy with one problem -- maybe they had depression, an eating disorder -- and they were coming out of therapy with a different problem. Extreme memories for horrific brutalizations, sometimes in satanic rituals, sometimes involving really bizarre and unusual elements. One woman came out of psychotherapy believing that she'd endured years of ritualistic abuse, where she was forced into a pregnancy and that the baby was cut from her belly. But there were no physical scars or any kind of physical evidence that could have supported her story. And when I began looking into these cases, I was wondering, where do these bizarre memories come from? And what I found is that most of these situations involved some particular form of psychotherapy. And so I asked, were some of the things going on in this psychotherapy -- like the imagination exercises or dream interpretation, or in some cases hypnosis, or in some cases exposure to false information -- were these leading these patients to develop these very bizarre, unlikely memories? And I designed some experiments to try to study the processes that were being used in this psychotherapy so I could study the development of these very rich false memories.

In one of the first studies we did, we used suggestion, a method inspired by the psychotherapy we saw in these cases, we used this kind of suggestion and planted a false memory that when you were a kid, five or six years old, you were lost in a shopping mall. You were frightened. You were crying. You were ultimately rescued by an elderly person and reunited with the family. And we succeeded in planting this memory in the minds of about a quarter of our subjects. And you might be thinking, well, that's not particularly stressful. But we and other investigators have planted rich false memories of things that were much more unusual and much more stressful. So in a study done in Tennessee, researchers planted the false memory that when you were a kid, you nearly drowned and had to be rescued by a life guard. And in a study done in Canada, researchers planted the false memory that when you were a kid, something as awful as being attacked by a vicious animal happened to you, succeeding with about half of their subjects. And in a study done in Italy, researchers planted the false memory, when you were a kid, you witnessed demonic possession.

I do want to add that it might seem like we are traumatizing these experimental subjects in the name of science, but our studies have gone through thorough evaluation by research ethics boards that have made the decision that the temporary discomfort that some of these subjects might experience in these studies is outweighed by the importance of this problem for understanding memory processes and the abuse of memory that is going on in some places in the world.

Well, to my surprise, when I published this work and began to speak out against this particular brand of psychotherapy, it created some pretty bad problems for me: hostilities, primarily from the repressed memory therapists, who felt under attack, and by the patients whom they had influenced. I had sometimes armed guards at speeches that I was invited to give, people trying to drum up letter-writing campaigns to get me fired. But probably the worst was I suspected that a woman was innocent of abuse that was being claimed by her grown daughter. She accused her mother of sexual abuse based on a repressed memory. And this accusing daughter had actually allowed her story to be filmed and presented in public places. I was suspicious of this story, and so I started to investigate, and eventually found information that convinced me that this mother was innocent. I published an exposé on the case, and a little while later, the accusing daughter filed a lawsuit. Even though I'd never mentioned her name, she sued me for defamation and invasion of privacy. And I went through nearly five years of dealing with this messy, unpleasant litigation, but finally, finally, it was over and I could really get back to my work. In the process, however, I became part of a disturbing trend in America where scientists are being sued for simply speaking out on matters of great public controversy.

When I got back to my work, I asked this question: if I plant a false memory in your mind, does it have repercussions? Does it affect your later thoughts, your later behaviors? Our first study planted a false memory that you got sick as a child eating certain foods: hard-boiled eggs, dill pickles, strawberry ice cream. And we found that once we planted this false memory, people didn't want to eat the foods as much at an outdoor picnic. The false memories aren't necessarily bad or unpleasant. If we planted a warm, fuzzy memory involving a healthy food like asparagus, we could get people to want to eat asparagus more. And so what these studies are showing is that you can plant false memories and they have repercussions that affect behavior long after the memories take hold.

Well, along with this ability to plant memories and control behavior obviously come some important ethical issues, like, when should we use this mind technology? And should we ever ban its use? Therapists can't ethically plant false memories in the mind of their patients even if it would help the patient, but there's nothing to stop a parent from trying this out on their overweight or obese teenager. And when I suggested this publicly, it created an outcry again. "There she goes. She's advocating that parents lie to their children."

Hello, Santa Claus. (Laughter)

I mean, another way to think about this is, which would you rather have, a kid with obesity, diabetes, shortened lifespan, all the things that go with it, or a kid with one little extra bit of false memory? I know what I would choose for a kid of mine.

But maybe my work has made me different from most people. Most people cherish their memories, know that they represent their identity, who they are, where they came from. And I appreciate that. I feel that way too. But I know from my work how much fiction is already in there. If I've learned anything from these decades of working on these problems, it's this: just because somebody tells you something and they say it with confidence, just because they say it with lots of detail, just because they express emotion when they say it, it doesn't mean that it really happened. We can't reliably distinguish true memories from false memories. We need independent corroboration. Such a discovery has made me more tolerant of the everyday memory mistakes that my friends and family members make. Such a discovery might have saved Steve Titus, the man whose whole future was snatched away by a false memory.

But meanwhile, we should all keep in mind, we'd do well to, that memory, like liberty, is a fragile thing. Thank you. Thank you. Thank you. (Applause) Thanks very much. (Applause)


GralInt-TED Talks-Onora O'Neill: What we don't understand about trust

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Onora O'Neill: What we don't understand about trust


Filmed Jun 2013 • Posted Sep 2013 • TEDxHousesofParliament





Trust is on the decline, and we need to rebuild it. That’s a commonly heard suggestion for making a better world … but, says philosopher Onora O’Neill, we don’t really understand what we're suggesting. She flips the question, showing us that our three most common ideas about trust are actually misdirected.

Baroness Onora O'Neill is a philosopher who focuses on international justice and the roles of trust and accountability in public life





































Transcript:



So I'm going to talk about trust, and I'm going to start by reminding you of the standard views that people have about trust. I think these are so commonplace, they've become clichés of our society. And I think there are three. One's a claim: there has been a great decline in trust, very widely believed. The second is an aim: we should have more trust. And the third is a task: we should rebuild trust.

I think that the claim, the aim and the task are all misconceived. So what I'm going to try to tell you today is a different story about a claim, an aim and a task which I think give one quite a lot better purchase on the matter.

First the claim: Why do people think trust has declined? And if I really think about it on the basis of my own evidence, I don't know the answer. I'm inclined to think it may have declined in some activities or some institutions and it might have grown in others. I don't have an overview. But, of course, I can look at the opinion polls, and the opinion polls are supposedly the source of a belief that trust has declined. When you actually look at opinion polls across time, there's not much evidence for that. That's to say, the people who were mistrusted 20 years ago, principally journalists and politicians, are still mistrusted. And the people who were highly trusted 20 years ago are still rather highly trusted: judges, nurses. The rest of us are in between, and by the way, the average person in the street is almost exactly midway. But is that good evidence? What opinion polls record is, of course, opinions. What else can they record? So they're looking at the generic attitudes that people report when you ask them certain questions. Do you trust politicians? Do you trust teachers?

Now if somebody said to you, "Do you trust greengrocers? Do you trust fishmongers? Do you trust elementary school teachers?" you would probably begin by saying, "To do what?" And that would be a perfectly sensible response. And you might say, when you understood the answer to that, "Well, I trust some of them, but not others." That's a perfectly rational thing. In short, in our real lives, we seek to place trust in a differentiated way. We don't make an assumption that the level of trust that we will have in every instance of a certain type of official or office-holder or type of person is going to be uniform. I might, for example, say that I certainly trust a certain elementary school teacher I know to teach the reception class to read, but in no way to drive the school minibus. I might, after all, know that she wasn't a good driver. I might trust my most loquacious friend to keep a conversation going but not -- but perhaps not to keep a secret. Simple.

So if we've got those evidence in our ordinary lives of the way that trust is differentiated, why do we sort of drop all that intelligence when we think about trust more abstractly? I think the polls are very bad guides to the level of trust that actually exists, because they try to obliterate the good judgment that goes into placing trust.

Secondly, what about the aim? The aim is to have more trust. Well frankly, I think that's a stupid aim. It's not what I would aim at. I would aim to have more trust in the trustworthy but not in the untrustworthy. In fact, I aim positively to try not to trust the untrustworthy. And I think, of those people who, for example, placed their savings with the very aptly named Mr. Madoff, who then made off with them, and I think of them, and I think, well, yes, too much trust. More trust is not an intelligent aim in this life. Intelligently placed and intelligently refused trust is the proper aim. Well once one says that, one says, yeah, okay, that means that what matters in the first place is not trust but trustworthiness. It's judging how trustworthy people are in particular respects.

And I think that judgment requires us to look at three things. Are they competent? Are they honest? Are they reliable? And if we find that a person is competent in the relevant matters, and reliable and honest, we'll have a pretty good reason to trust them, because they'll be trustworthy. But if, on the other hand, they're unreliable, we might not. I have friends who are competent and honest, but I would not trust them to post a letter, because they're forgetful. I have friends who are very confident they can do certain things, but I realize that they overestimate their own competence. And I'm very glad to say, I don't think I have many friends who are competent and reliable but extremely dishonest. (Laughter) If so, I haven't yet spotted it.

But that's what we're looking for: trustworthiness before trust. Trust is the response. Trustworthiness is what we have to judge. And, of course, it's difficult. Across the last few decades, we've tried to construct systems of accountability for all sorts of institutions and professionals and officials and so on that will make it easier for us to judge their trustworthiness. A lot of these systems have the converse effect. They don't work as they're supposed to. I remember I was talking with a midwife who said, "Well, you see, the problem is it takes longer to do the paperwork than to deliver the baby." And all over our public life, our institutional life, we find that problem, that the system of accountability that is meant to secure trustworthiness and evidence of trustworthiness is actually doing the opposite. It is distracting people who have to do difficult tasks, like midwives, from doing them by requiring them to tick the boxes, as we say. You can all give your own examples there.

So so much for the aim. The aim, I think, is more trustworthiness, and that is going to be different if we are trying to be trustworthy and communicate our trustworthiness to other people, and if we are trying to judge whether other people or office-holders or politicians are trustworthy. It's not easy. It is judgment, and simple reaction, attitudes, don't do adequately here.

Now thirdly, the task. Calling the task rebuilding trust, I think, also gets things backwards. It suggests that you and I should rebuild trust. Well, we can do that for ourselves. We can rebuild a bit of trustworthiness. We can do it two people together trying to improve trust. But trust, in the end, is distinctive because it's given by other people. You can't rebuild what other people give you. You have to give them the basis for giving you their trust. So you have to, I think, be trustworthy. And that, of course, is because you can't fool all of the people all of the time, usually. But you also have to provide usable evidence that you are trustworthy. How to do it? Well every day, all over the place, it's being done by ordinary people, by officials, by institutions, quite effectively. Let me give you a simple commercial example. The shop where I buy my socks says I may take them back, and they don't ask any questions. They take them back and give me the money or give me the pair of socks of the color I wanted. That's super. I trust them because they have made themselves vulnerable to me. I think there's a big lesson in that. If you make yourself vulnerable to the other party, then that is very good evidence that you are trustworthy and you have confidence in what you are saying. So in the end, I think what we are aiming for is not very difficult to discern. It is relationships in which people are trustworthy and can judge when and how the other person is trustworthy.

So the moral of all this is, we need to think much less about trust, let alone about attitudes of trust detected or mis-detected by opinion polls, much more about being trustworthy, and how you give people adequate, useful and simple evidence that you're trustworthy.

Thanks.

(Applause)


GralInt-TED Talks-James Flynn: Why our IQ levels are higher than our grandparents'

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James Flynn: Why our IQ levels are higher than our grandparents'

Filmed Mar 2013 • Posted Sep 2013 • TED2013




It's called the "Flynn effect" -- the fact that each generation scores higher on an IQ test than the generation before it. Are we actually getting smarter, or just thinking differently? In this fast-paced spin through the cognitive history of the 20th century, moral philosopher James Flynn suggests that changes in the way we think have had surprising (and not always positive) consequences.

James Flynn challenges our fundamental assumptions about intelligence.
















GralInt-TED Talks-Stuart Firestein: The pursuit of ignorance

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Stuart Firestein: The pursuit of ignorance


Filmed Feb 2013 • Posted Sep 2013 • TED2013


What does real scientific work look like? As neuroscientist Stuart Firestein jokes: It looks a lot less like the scientific method and a lot more like "farting around … in the dark." In this witty talk, Firestein gets to the heart of science as it is really practiced and suggests that we should value what we don’t know -- or “high-quality ignorance” -- just as much as what we know.

Stuart Firestein teaches students and “citizen scientists” that ignorance is far more important to discovery than knowledge.



























Transcript:



There is an ancient proverb that says it's very difficult to find a black cat in a dark room, especially when there is no cat. I find this a particularly apt description of science and how science works -- bumbling around in a dark room, bumping into things, trying to figure out what shape this might be, what that might be, there are reports of a cat somewhere around, they may not be reliable, they may be, and so forth and so on.

Now I know this is different than the way most people think about science. Science, we generally are told, is a very well-ordered mechanism for understanding the world, for gaining facts, for gaining data, that it's rule-based, that scientists use this thing called the scientific method and we've been doing this for 14 generations or so now, and the scientific method is a set of rules for getting hard, cold facts out of the data.

I'd like to tell you that's not the case. So there's the scientific method, but what's really going on is this. (Laughter)

[The Scientific Method vs. Farting Around]

And it's going on kind of like that.

[... in the dark] (Laughter)

So what is the difference, then, between the way I believe science is pursued and the way it seems to be perceived? So this difference first came to me in some ways in my dual role at Columbia University, where I'm both a professor and run a laboratory in neuroscience where we try to figure out how the brain works. We do this by studying the sense of smell, the sense of olfaction, and in the laboratory, it's a great pleasure and fascinating work and exciting to work with graduate students and post-docs and think up cool experiments to understand how this sense of smell works and how the brain might be working, and, well, frankly, it's kind of exhilarating.

But at the same time, it's my responsibility to teach a large course to undergraduates on the brain, and that's a big subject, and it takes quite a while to organize that, and it's quite challenging and it's quite interesting, but I have to say, it's not so exhilarating. So what was the difference? Well, the course I was and am teaching is called Cellular and Molecular Neuroscience - I. (Laughs) It's 25 lectures full of all sorts of facts, it uses this giant book called "Principles of Neural Science" by three famous neuroscientists. This book comes in at 1,414 pages, it weighs a hefty seven and a half pounds. Just to put that in some perspective, that's the weight of two normal human brains.

(Laughter)

So I began to realize, by the end of this course, that the students maybe were getting the idea that we must know everything there is to know about the brain. That's clearly not true. And they must also have this idea, I suppose, that what scientists do is collect data and collect facts and stick them in these big books. And that's not really the case either. When I go to a meeting, after the meeting day is over and we collect in the bar over a couple of beers with my colleagues, we never talk about what we know. We talk about what we don't know. We talk about what still has to get done, what's so critical to get done in the lab. Indeed, this was, I think, best said by Marie Curie who said that one never notices what has been done but only what remains to be done. This was in a letter to her brother after obtaining her second graduate degree, I should say.

I have to point out this has always been one of my favorite pictures of Marie Curie, because I am convinced that that glow behind her is not a photographic effect. (Laughter) That's the real thing. It is true that her papers are, to this day, stored in a basement room in the Bibliothèque Française in a concrete room that's lead-lined, and if you're a scholar and you want access to these notebooks, you have to put on a full radiation hazmat suit, so it's pretty scary business.

Nonetheless, this is what I think we were leaving out of our courses and leaving out of the interaction that we have with the public as scientists, the what-remains-to-be-done. This is the stuff that's exhilarating and interesting. It is, if you will, the ignorance. That's what was missing.

So I thought, well, maybe I should teach a course on ignorance, something I can finally excel at, perhaps, for example. So I did start teaching this course on ignorance, and it's been quite interesting and I'd like to tell you to go to the website. You can find all sorts of information there. It's wide open. And it's been really quite an interesting time for me to meet up with other scientists who come in and talk about what it is they don't know.

Now I use this word "ignorance," of course, to be at least in part intentionally provocative, because ignorance has a lot of bad connotations and I clearly don't mean any of those. So I don't mean stupidity, I don't mean a callow indifference to fact or reason or data. The ignorant are clearly unenlightened, unaware, uninformed, and present company today excepted, often occupy elected offices, it seems to me. That's another story, perhaps.

I mean a different kind of ignorance. I mean a kind of ignorance that's less pejorative, a kind of ignorance that comes from a communal gap in our knowledge, something that's just not there to be known or isn't known well enough yet or we can't make predictions from, the kind of ignorance that's maybe best summed up in a statement by James Clerk Maxwell, perhaps the greatest physicist between Newton and Einstein, who said, "Thoroughly conscious ignorance is the prelude to every real advance in science." I think it's a wonderful idea: thoroughly conscious ignorance.

So that's the kind of ignorance that I want to talk about today, but of course the first thing we have to clear up is what are we going to do with all those facts? So it is true that science piles up at an alarming rate. We all have this sense that science is this mountain of facts, this accumulation model of science, as many have called it, and it seems impregnable, it seems impossible. How can you ever know all of this? And indeed, the scientific literature grows at an alarming rate. In 2006, there were 1.3 million papers published. There's about a two-and-a-half-percent yearly growth rate, and so last year we saw over one and a half million papers being published. Divide that by the number of minutes in a year, and you wind up with three new papers per minute. So I've been up here a little over 10 minutes, I've already lost three papers. I have to get out of here actually. I have to go read.

So what do we do about this? Well, the fact is that what scientists do about it is a kind of a controlled neglect, if you will. We just don't worry about it, in a way. The facts are important. You have to know a lot of stuff to be a scientist. That's true. But knowing a lot of stuff doesn't make you a scientist. You need to know a lot of stuff to be a lawyer or an accountant or an electrician or a carpenter. But in science, knowing a lot of stuff is not the point. Knowing a lot of stuff is there to help you get to more ignorance. So knowledge is a big subject, but I would say ignorance is a bigger one.

So this leads us to maybe think about, a little bit about, some of the models of science that we tend to use, and I'd like to disabuse you of some of them. So one of them, a popular one, is that scientists are patiently putting the pieces of a puzzle together to reveal some grand scheme or another. This is clearly not true. For one, with puzzles, the manufacturer has guaranteed that there's a solution. We don't have any such guarantee. Indeed, there are many of us who aren't so sure about the manufacturer.

(Laughter)

So I think the puzzle model doesn't work.

Another popular model is that science is busy unraveling things the way you unravel the peels of an onion. So peel by peel, you take away the layers of the onion to get at some fundamental kernel of truth. I don't think that's the way it works either. Another one, a kind of popular one, is the iceberg idea, that we only see the tip of the iceberg but underneath is where most of the iceberg is hidden. But all of these models are based on the idea of a large body of facts that we can somehow or another get completed. We can chip away at this iceberg and figure out what it is, or we could just wait for it to melt, I suppose, these days, but one way or another we could get to the whole iceberg. Right? Or make it manageable. But I don't think that's the case. I think what really happens in science is a model more like the magic well, where no matter how many buckets you take out, there's always another bucket of water to be had, or my particularly favorite one, with the effect and everything, the ripples on a pond. So if you think of knowledge being this ever-expanding ripple on a pond, the important thing to realize is that our ignorance, the circumference of this knowledge, also grows with knowledge. So the knowledge generates ignorance. This is really well said, I thought, by George Bernard Shaw. This is actually part of a toast that he delivered to celebrate Einstein at a dinner celebrating Einstein's work, in which he claims that science just creates more questions than it answers. ["Science is always wrong. It never solves a problem without creating 10 more."]

I find that kind of glorious, and I think he's precisely right, plus it's a kind of job security. As it turns out, he kind of cribbed that from the philosopher Immanuel Kant who a hundred years earlier had come up with this idea of question propagation, that every answer begets more questions. I love that term, "question propagation," this idea of questions propagating out there.

So I'd say the model we want to take is not that we start out kind of ignorant and we get some facts together and then we gain knowledge. It's rather kind of the other way around, really. What do we use this knowledge for? What are we using this collection of facts for? We're using it to make better ignorance, to come up with, if you will, higher-quality ignorance. Because, you know, there's low-quality ignorance and there's high-quality ignorance. It's not all the same. Scientists argue about this all the time. Sometimes we call them bull sessions. Sometimes we call them grant proposals. But nonetheless, it's what the argument is about. It's the ignorance. It's the what we don't know. It's what makes a good question.

So how do we think about these questions? I'm going to show you a graph that shows up quite a bit on happy hour posters in various science departments. This graph asks the relationship between what you know and how much you know about it. So what you know, you can know anywhere from nothing to everything, of course, and how much you know about it can be anywhere from a little to a lot. So let's put a point on the graph. There's an undergraduate. Doesn't know much but they have a lot of interest. They're interested in almost everything. Now you look at a master's student, a little further along in their education, and you see they know a bit more, but it's been narrowed somewhat. And finally you get your Ph.D., where it turns out you know a tremendous amount about almost nothing. (Laughter) What's really disturbing is the trend line that goes through that because, of course, when it dips below the zero axis, there, it gets into a negative area. That's where you find people like me, I'm afraid.

So the important thing here is that this can all be changed. This whole view can be changed by just changing the label on the x-axis. So instead of how much you know about it, we could say, "What can you ask about it?" So yes, you do need to know a lot of stuff as a scientist, but the purpose of knowing a lot of stuff is not just to know a lot of stuff. That just makes you a geek, right? Knowing a lot of stuff, the purpose is to be able to ask lots of questions, to be able to frame thoughtful, interesting questions, because that's where the real work is.

Let me give you a quick idea of a couple of these sorts of questions. I'm a neuroscientist, so how would we come up with a question in neuroscience? Because it's not always quite so straightforward. So, for example, we could say, well what is it that the brain does? Well, one thing the brain does, it moves us around. We walk around on two legs. That seems kind of simple, somehow or another. I mean, virtually everybody over 10 months of age walks around on two legs, right? So that maybe is not that interesting. So instead maybe we want to choose something a little more complicated to look at. How about the visual system? There it is, the visual system. I mean, we love our visual systems. We do all kinds of cool stuff. Indeed, there are over 12,000 neuroscientists who work on the visual system, from the retina to the visual cortex, in an attempt to understand not just the visual system but to also understand how general principles of how the brain might work. But now here's the thing: Our technology has actually been pretty good at replicating what the visual system does. We have TV, we have movies, we have animation, we have photography, we have pattern recognition, all of these sorts of things. They work differently than our visual systems in some cases, but nonetheless we've been pretty good at making a technology work like our visual system. Somehow or another, a hundred years of robotics, you never saw a robot walk on two legs, because robots don't walk on two legs because it's not such an easy thing to do. A hundred years of robotics, and we can't get a robot that can move more than a couple steps one way or the other. You ask them to go up an inclined plane, and they fall over. Turn around, and they fall over. It's a serious problem. So what is it that's the most difficult thing for a brain to do? What ought we to be studying? Perhaps it ought to be walking on two legs, or the motor system. I'll give you an example from my own lab, my own particularly smelly question, since we work on the sense of smell. But here's a diagram of five molecules and sort of a chemical notation. These are just plain old molecules, but if you sniff those molecules up these two little holes in the front of your face, you will have in your mind the distinct impression of a rose. If there's a real rose there, those molecules will be the ones, but even if there's no rose there, you'll have the memory of a molecule. How do we turn molecules into perceptions? What's the process by which that could happen? Here's another example: two very simple molecules, again in this kind of chemical notation. It might be easier to visualize them this way, so the gray circles are carbon atoms, the white ones are hydrogen atoms and the red ones are oxygen atoms. Now these two molecules differ by only one carbon atom and two little hydrogen atoms that ride along with it, and yet one of them, heptyl acetate, has the distinct odor of a pear, and hexyl acetate is unmistakably banana. So there are two really interesting questions here, it seems to me. One is, how can a simple little molecule like that create a perception in your brain that's so clear as a pear or a banana? And secondly, how the hell can we tell the difference between two molecules that differ by a single carbon atom? I mean, that's remarkable to me, clearly the best chemical detector on the face of the planet. And you don't even think about it, do you?

So this is a favorite quote of mine that takes us back to the ignorance and the idea of questions. I like to quote because I think dead people shouldn't be excluded from the conversation. And I also think it's important to realize that the conversation's been going on for a while, by the way. So Erwin Schrodinger, a great quantum physicist and, I think, philosopher, points out how you have to "abide by ignorance for an indefinite period" of time. And it's this abiding by ignorance that I think we have to learn how to do. This is a tricky thing. This is not such an easy business.

I guess it comes down to our education system, so I'm going to talk a little bit about ignorance and education, because I think that's where it really has to play out. So for one, let's face it, in the age of Google and Wikipedia, the business model of the university and probably secondary schools is simply going to have to change. We just can't sell facts for a living anymore. They're available with a click of the mouse, or if you want to, you could probably just ask the wall one of these days, wherever they're going to hide the things that tell us all this stuff.

So what do we have to do? We have to give our students a taste for the boundaries, for what's outside that circumference, for what's outside the facts, what's just beyond the facts.

How do we do that? Well, one of the problems, of course, turns out to be testing. We currently have an educational system which is very efficient but is very efficient at a rather bad thing. So in second grade, all the kids are interested in science, the girls and the boys. They like to take stuff apart. They have great curiosity. They like to investigate things. They go to science museums. They like to play around. They're in second grade. They're interested. But by 11th or 12th grade, fewer than 10 percent of them have any interest in science whatsoever, let alone a desire to go into science as a career. So we have this remarkably efficient system for beating any interest in science out of everybody's head.

Is this what we want? I think this comes from what a teacher colleague of mine calls "the bulimic method of education." You know. You can imagine what it is. We just jam a whole bunch of facts down their throats over here and then they puke it up on an exam over here and everybody goes home with no added intellectual heft whatsoever.

This can't possibly continue to go on. So what do we do? Well the geneticists, I have to say, have an interesting maxim they live by. Geneticists always say, you always get what you screen for. And that's meant as a warning. So we always will get what we screen for, and part of what we screen for is in our testing methods. Well, we hear a lot about testing and evaluation, and we have to think carefully when we're testing whether we're evaluating or whether we're weeding, whether we're weeding people out, whether we're making some cut. Evaluation is one thing. You hear a lot about evaluation in the literature these days, in the educational literature, but evaluation really amounts to feedback and it amounts to an opportunity for trial and error. It amounts to a chance to work over a longer period of time with this kind of feedback. That's different than weeding, and usually, I have to tell you, when people talk about evaluation, evaluating students, evaluating teachers, evaluating schools, evaluating programs, that they're really talking about weeding. And that's a bad thing, because then you will get what you select for, which is what we've gotten so far.

So I'd say what we need is a test that says, "What is x?" and the answers are "I don't know, because no one does," or "What's the question?" Even better. Or, "You know what, I'll look it up, I'll ask someone, I'll phone someone. I'll find out." Because that's what we want people to do, and that's how you evaluate them. And maybe for the advanced placement classes, it could be, "Here's the answer. What's the next question?" That's the one I like in particular.

So let me end with a quote from William Butler Yeats, who said "Education is not about filling buckets; it is lighting fires."

So I'd say, let's get out the matches. Thank you.

(Applause)

Thank you. (Applause)

GralInt/PSYCH-TED Talks-Kevin Breel: Confessions of a depressed comic

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Kevin Breel: Confessions of a depressed comic

Filmed May 2013 • Posted Sep 2013 • TEDxYouth@Manchester




Kevin Breel didn't look like a depressed kid: team captain, at every party, funny and confident. But he tells the story of the night he realized that -- to save his own life -- he needed to say four simple words.

Writer, comic and mental health activist Kevin Breel speaks up about depression













EDUC/PSYCH/LANG/GralInt-TED Talks-Steven Pinker: What our language habits reveal

The following information is used for educational purposes only.


Steven Pinker: What our language habits reveal

Filmed Jul 2005 • Posted Sep 2007 • TEDGlobal 2005




In an exclusive preview of his book The Stuff of Thought, Steven Pinker looks at language and how it expresses what goes on in our minds -- and how the words we choose communicate much more than we realize.

Linguist Steven Pinker questions the very nature of our thoughts -- the way we use words, how we learn, and how we relate to others. In his best-selling books, he has brought sophisticated language analysis to bear on topics of wide general interest.
































Transcript:



This is a picture of Maurice Druon, the Honorary Perpetual Secretary of L'Academie francaise, the French Academy. He is splendidly attired in his 68,000-dollar uniform, befitting the role of the French Academy as legislating the correct usage in French and perpetuating the language. The French Academy has two main tasks: it compiles a dictionary of official French. They're now working on their ninth edition, which they began in 1930, and they've reached the letter P. They also legislate on correct usage, such as the proper term for what the French call "email," which ought to be "courriel." The World Wide Web, the French are told, ought to be referred to as "la toile d'araignee mondiale" -- the Global Spider Web -- recommendations that the French gaily ignore.

Now, this is one model of how language comes to be: namely, it's legislated by an academy. But anyone who looks at language realizes that this is a rather silly conceit, that language, rather, emerges from human minds interacting from one another. And this is visible in the unstoppable change in language -- the fact that by the time the Academy finishes their dictionary, it will already be well out of date.

We see it in the constant appearance of slang and jargon, of the historical change in languages, in divergence of dialects and the formation of new languages. So language is not so much a creator or shaper of human nature, so much as a window onto human nature. In a book that I'm currently working on, I hope to use language to shed light on a number of aspects of human nature, including the cognitive machinery with which humans conceptualize the world and the relationship types that govern human interaction. And I'm going to say a few words about each one this morning.

Let me start off with a technical problem in language that I've worried about for quite some time -- and indulge me in my passion for verbs and how they're used. The problem is, which verbs go in which constructions? The verb is the chassis of the sentence. It's the framework onto which the other parts are bolted.

Let me give you a quick reminder of something that you've long forgotten. An intransitive verb, such as "dine," for example, can't take a direct object. You have to say, "Sam dined," not, "Sam dined the pizza." A transitive verb mandates that there has to be an object there: "Sam devoured the pizza." You can't just say, "Sam devoured." There are dozens or scores of verbs of this type, each of which shapes its sentence. So, a problem in explaining how children learn language, a problem in teaching language to adults so that they don't make grammatical errors, and a problem in programming computers to use language is which verbs go in which constructions.

For example, the dative construction in English. You can say, "Give a muffin to a mouse," the prepositional dative. Or, "Give a mouse a muffin," the double-object dative. "Promise anything to her," "Promise her anything," and so on. Hundreds of verbs can go both ways. So a tempting generalization for a child, for an adult, for a computer is that any verb that can appear in the construction, "subject-verb-thing-to-a-recipient" can also be expressed as "subject-verb-recipient-thing." A handy thing to have, because language is infinite, and you can't just parrot back the sentences that you've heard. You've got to extract generalizations so you can produce and understand new sentences. This would be an example of how to do that.

Unfortunately, there appear to be idiosyncratic exceptions. You can say, "Biff drove the car to Chicago," but not, "Biff drove Chicago the car." You can say, "Sal gave Jason a headache," but it's a bit odd to say, "Sal gave a headache to Jason." The solution is that these constructions, despite initial appearance, are not synonymous, that when you crank up the microscope on human cognition, you see that there's a subtle difference in meaning between them. So, "give the X to the Y," that construction corresponds to the thought "cause X to go to Y." Whereas "give the Y the X" corresponds to the thought "cause Y to have X."

Now, many events can be subject to either construal, kind of like the classic figure-ground reversal illusions, in which you can either pay attention to the particular object, in which case the space around it recedes from attention, or you can see the faces in the empty space, in which case the object recedes out of consciousness. How are these construals reflected in language? Well, in both cases, the thing that is construed as being affected is expressed as the direct object, the noun after the verb. So, when you think of the event as causing the muffin to go somewhere -- where you're doing something to the muffin -- you say, "Give the muffin to the mouse." When you construe it as "cause the mouse to have something," you're doing something to the mouse, and therefore you express it as, "Give the mouse the muffin."

So which verbs go in which construction -- the problem with which I began -- depends on whether the verb specifies a kind of motion or a kind of possession change. To give something involves both causing something to go and causing someone to have. To drive the car only causes something to go, because Chicago's not the kind of thing that can possess something. Only humans can possess things. And to give someone a headache causes them to have the headache, but it's not as if you're taking the headache out of your head and causing it to go to the other person, and implanting it in them. You may just be loud or obnoxious, or some other way causing them to have the headache. So, that's an example of the kind of thing that I do in my day job.

So why should anyone care? Well, there are a number of interesting conclusions, I think, from this and many similar kinds of analyses of hundreds of English verbs. First, there's a level of fine-grained conceptual structure, which we automatically and unconsciously compute every time we produce or utter a sentence, that governs our use of language. You can think of this as the language of thought, or "mentalese."

It seems to be based on a fixed set of concepts, which govern dozens of constructions and thousands of verbs -- not only in English, but in all other languages -- fundamental concepts such as space, time, causation and human intention, such as, what is the means and what is the ends? These are reminiscent of the kinds of categories that Immanuel Kant argued are the basic framework for human thought, and it's interesting that our unconscious use of language seems to reflect these Kantian categories. Doesn't care about perceptual qualities, such as color, texture, weight and speed, which virtually never differentiate the use of verbs in different constructions.

An additional twist is that all of the constructions in English are used not only literally, but in a quasi-metaphorical way. For example, this construction, the dative, is used not only to transfer things, but also for the metaphorical transfer of ideas, as when we say, "She told a story to me" or "told me a story," "Max taught Spanish to the students" or "taught the students Spanish." It's exactly the same construction, but no muffins, no mice, nothing moving at all. It evokes the container metaphor of communication, in which we conceive of ideas as objects, sentences as containers, and communication as a kind of sending. As when we say we "gather" our ideas, to "put" them "into" words, and if our words aren't "empty" or "hollow," we might get these ideas "across" to a listener, who can "unpack" our words to "extract" their "content."

And indeed, this kind of verbiage is not the exception, but the rule. It's very hard to find any example of abstract language that is not based on some concrete metaphor. For example, you can use the verb "go" and the prepositions "to" and "from" in a literal, spatial sense. "The messenger went from Paris to Istanbul." You can also say, "Biff went from sick to well." He needn't go anywhere. He could have been in bed the whole time, but it's as if his health is a point in state space that you conceptualize as moving. Or, "The meeting went from three to four," in which we conceive of time as stretched along a line. Likewise, we use "force" to indicate not only physical force, as in, "Rose forced the door to open," but also interpersonal force, as in, "Rose forced Sadie to go," not necessarily by manhandling her, but by issuing a threat. Or, "Rose forced herself to go," as if there were two entities inside Rose's head, engaged in a tug of a war.

Second conclusion is that the ability to conceive of a given event in two different ways, such as "cause something to go to someone" and "causing someone to have something," I think is a fundamental feature of human thought, and it's the basis for much human argumentation, in which people don't differ so much on the facts as on how they ought to be construed. Just to give you a few examples: "ending a pregnancy" versus "killing a fetus;" "a ball of cells" versus "an unborn child;" "invading Iraq" versus "liberating Iraq;" "redistributing wealth" versus "confiscating earnings." And I think the biggest picture of all would take seriously the fact that so much of our verbiage about abstract events is based on a concrete metaphor and see human intelligence itself as consisting of a repertoire of concepts -- such as objects, space, time, causation and intention -- which are useful in a social, knowledge-intensive species, whose evolution you can well imagine, and a process of metaphorical abstraction that allows us to bleach these concepts of their original conceptual content -- space, time and force -- and apply them to new abstract domains, therefore allowing a species that evolved to deal with rocks and tools and animals, to conceptualize mathematics, physics, law and other abstract domains.

Well, I said I'd talk about two windows on human nature -- the cognitive machinery with which we conceptualize the world, and now I'm going to say a few words about the relationship types that govern human social interaction, again, as reflected in language. And I'll start out with a puzzle, the puzzle of indirect speech acts. Now, I'm sure most of you have seen the movie "Fargo." And you might remember the scene in which the kidnapper is pulled over by a police officer, is asked to show his driver's license and holds his wallet out with a 50-dollar bill extending at a slight angle out of the wallet. And he says, "I was just thinking that maybe we could take care of it here in Fargo," which everyone, including the audience, interprets as a veiled bribe. This kind of indirect speech is rampant in language. For example, in polite requests, if someone says, "If you could pass the guacamole, that would be awesome," we know exactly what he means, even though that's a rather bizarre concept being expressed.

(Laughter)

"Would you like to come up and see my etchings?" I think most people understand the intent behind that. And likewise, if someone says, "Nice store you've got there. It would be a real shame if something happened to it" -- (Laughter) -- we understand that as a veiled threat, rather than a musing of hypothetical possibilities. So the puzzle is, why are bribes, polite requests, solicitations and threats so often veiled? No one's fooled. Both parties know exactly what the speaker means, and the speaker knows the listener knows that the speaker knows that the listener knows, etc., etc. So what's going on?

I think the key idea is that language is a way of negotiating relationships, and human relationships fall into a number of types. There's an influential taxonomy by the anthropologist Alan Fiske, in which relationships can be categorized, more or less, into communality, which works on the principle "what's mine is thine, what's thine is mine," the kind of mindset that operates within a family, for example; dominance, whose principle is "don't mess with me;" reciprocity, "you scratch my back, I'll scratch yours;" and sexuality, in the immortal words of Cole Porter, "Let's do it."

Now, relationship types can be negotiated. Even though there are default situations in which one of these mindsets can be applied, they can be stretched and extended. For example, communality applies most naturally within family or friends, but it can be used to try to transfer the mentality of sharing to groups that ordinarily would not be disposed to exercise it. For example, in brotherhoods, fraternal organizations, sororities, locutions like "the family of man," you try to get people who are not related to use the relationship type that would ordinarily be appropriate to close kin.

Now, mismatches -- when one person assumes one relationship type, and another assumes a different one -- can be awkward. If you went over and you helped yourself to a shrimp off your boss' plate, for example, that would be an awkward situation. Or if a dinner guest after the meal pulled out his wallet and offered to pay you for the meal, that would be rather awkward as well. In less blatant cases, there's still a kind of negotiation that often goes on. In the workplace, for example, there's often a tension over whether an employee can socialize with the boss, or refer to him or her on a first-name basis. If two friends have a reciprocal transaction, like selling a car, it's well known that this can be a source of tension or awkwardness. In dating, the transition from friendship to sex can lead to, notoriously, various forms of awkwardness, and as can sex in the workplace, in which we call the conflict between a dominant and a sexual relationship "sexual harassment."

Well, what does this have to do with language? Well, language, as a social interaction, has to satisfy two conditions. You have to convey the actual content -- here we get back to the container metaphor. You want to express the bribe, the command, the promise, the solicitation and so on, but you also have to negotiate and maintain the kind of relationship you have with the other person. The solution, I think, is that we use language at two levels: the literal form signals the safest relationship with the listener, whereas the implicated content -- the reading between the lines that we count on the listener to perform -- allows the listener to derive the interpretation which is most relevant in context, which possibly initiates a changed relationship.

The simplest example of this is in the polite request. If you express your request as a conditional -- "if you could open the window, that would be great" -- even though the content is an imperative, the fact that you're not using the imperative voice means that you're not acting as if you're in a relationship of dominance, where you could presuppose the compliance of the other person. On the other hand, you want the damn guacamole. By expressing it as an if-then statement, you can get the message across without appearing to boss another person around.

And in a more subtle way, I think, this works for all of the veiled speech acts involving plausible deniability: the bribes, threats, propositions, solicitations and so on. One way of thinking about it is to imagine what it would be like if language -- where it could only be used literally. And you can think of it in terms of a game-theoretic payoff matrix. Put yourself in the position of the kidnapper wanting to bribe the officer. There's a high stakes in the two possibilities of having a dishonest officer or an honest officer. If you don't bribe the officer, then you will get a traffic ticket -- or, as is the case of "Fargo," worse -- whether the honest officer is honest or dishonest. Nothing ventured, nothing gained. In that case, the consequences are rather severe. On the other hand, if you extend the bribe, if the officer is dishonest, you get a huge payoff of going free. If the officer is honest, you get a huge penalty of being arrested for bribery. So this is a rather fraught situation.

On the other hand, with indirect language, if you issue a veiled bribe, then the dishonest officer could interpret it as a bribe, in which case you get the payoff of going free. The honest officer can't hold you to it as being a bribe, and therefore, you get the nuisance of the traffic ticket. So you get the best of both worlds. And a similar analysis, I think, can apply to the potential awkwardness of a sexual solicitation, and other cases where plausible deniability is an asset. I think this affirms something that's long been known by diplomats -- namely, that the vagueness of language, far from being a bug or an imperfection, actually might be a feature of language, one that we use to our advantage in social interactions.

So to sum up: language is a collective human creation, reflecting human nature, how we conceptualize reality, how we relate to one another. And then by analyzing the various quirks and complexities of language, I think we can get a window onto what makes us tick. Thank you very much.

(Applause)

Sunday, September 29, 2013

PSYCH/GralInt-TED Talks-Barry Schwartz: Using our practical wisdom & more

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Barry Schwartz: Using our practical wisdom

Filmed Nov 2010 • Posted Dec 2010 • TEDSalon NY2011



In an intimate talk, Barry Schwartz dives into the question "How do we do the right thing?" With help from collaborator Kenneth Sharpe, he shares stories that illustrate the difference between following the rules and truly choosing wisely.

Barry Schwartz studies the link between economics and psychology, offering startling insights into modern life. Lately, working with Ken Sharpe, he's studying wisdom.





























Transcript:


The first thing I want to do is say thank you to all of you. The second thing I want to do is introduce my co-author and dear friend and co-teacher. Ken and I have been working together for almost 40 years. That's Ken Sharpe over there.

(Applause)

So there is among many people -- certainly me and most of the people I talk to -- a kind of collective dissatisfaction with the way things are working, with the way our institutions run. Our kids' teachers seem to be failing them. Our doctors don't know who the hell we are, and they don't have enough time for us. We certainly can't trust the bankers, and we certainly can't trust the brokers. They almost brought the entire financial system down. And even as we do our own work, all too often, we find ourselves having to choose between doing what we think is the right thing and doing the expected thing, or the required thing, or the profitable thing. So everywhere we look, pretty much across the board, we worry that the people we depend on don't really have our interests at heart. Or if they do have our interests at heart, we worry that they don't know us well enough to figure out what they need to do in order to allow us to secure those interests. They don't understand us. They don't have the time to get to know us.

There are two kinds of responses that we make to this sort of general dissatisfaction. If things aren't going right, the first response is: let's make more rules, let's set up a set of detailed procedures to make sure that people will do the right thing. Give teachers scripts to follow in the classroom, so even if they don't know what they're doing and don't care about the welfare of our kids, as long as they follow the scripts, our kids will get educated. Give judges a list of mandatory sentences to impose for crimes, so that you don't need to rely on judges using their judgment. Instead, all they have to do is look up on the list what kind of sentence goes with what kind of crime. Impose limits on what credit card companies can charge in interest and on what they can charge in fees. More and more rules to protect us against an indifferent, uncaring set of institutions we have to deal with.

Or -- or maybe and -- in addition to rules, let's see if we can come up with some really clever incentives so that, even if the people we deal with don't particularly want to serve our interests, it is in their interest to serve our interest -- the magic incentives that will get people to do the right thing even out of pure selfishness. So we offer teachers bonuses if the kids they teach score passing grades on these big test scores that are used to evaluate the quality of school systems.

Rules and incentives -- "sticks" and "carrots." We passed a bunch of rules to regulate the financial industry in response to the recent collapse. There's the Dodd-Frank Act, there's the new Consumer Financial Protection Agency that is temporarily being headed through the backdoor by Elizabeth Warren. Maybe these rules will actually improve the way these financial services companies behave. We'll see. In addition, we are struggling to find some way to create incentives for people in the financial services industry that will have them more interested in serving the long-term interests even of their own companies, rather than securing short-term profits. So if we find just the right incentives, they'll do the right thing -- as I said -- selfishly, and if we come up with the right rules and regulations, they won't drive us all over a cliff. And Ken [Sharpe] and I certainly know that you need to reign in the bankers. If there is a lesson to be learned from the financial collapse it is that.

But what we believe, and what we argue in the book, is that there is no set of rules, no matter how detailed, no matter how specific, no matter how carefully monitored and enforced, there is no set of rules that will get us what we need. Why? Because bankers are smart people. And, like water, they will find cracks in any set of rules. You design a set of rules that will make sure that the particular reason why the financial system "almost-collapse" can't happen again. It is naive beyond description to think that having blocked this source of financial collapse, you have blocked all possible sources of financial collapse. So it's just a question of waiting for the next one and then marveling at how we could have been so stupid as not to protect ourselves against that.

What we desperately need, beyond, or along with, better rules and reasonably smart incentives, is we need virtue. We need character. We need people who want to do the right thing. And in particular, the virtue that we need most of all is the virtue that Aristotle called "practical wisdom." Practical wisdom is the moral will to do the right thing and the moral skill to figure out what the right thing is. So Aristotle was very interested in watching how the craftsmen around him worked. And he was impressed at how they would improvise novel solutions to novel problems -- problems that they hadn't anticipated. So one example is he sees these stonemasons working on the Isle of Lesbos, and they need to measure out round columns. Well if you think about it, it's really hard to measure out round columns using a ruler. So what do they do? They fashion a novel solution to the problem. They created a ruler that bends, what we would call these days a tape measure -- a flexible rule, a rule that bends. And Aristotle said, "Hah, they appreciated that sometimes to design rounded columns, you need to bend the rule." And Aristotle said often in dealing with other people, we need to bend the rules.

Dealing with other people demands a kind of flexibility that no set of rules can encompass. Wise people know when and how to bend the rules. Wise people know how to improvise. The way my co-author , Ken, and I talk about it, they are kind of like jazz musicians. The rules are like the notes on the page, and that gets you started, but then you dance around the notes on the page, coming up with just the right combination for this particular moment with this particular set of fellow players. So for Aristotle, the kind of rule-bending, rule exception-finding and improvisation that you see in skilled craftsmen is exactly what you need to be a skilled moral craftsman. And in interactions with people, almost all the time, it is this kind of flexibility that is required. A wise person knows when to bend the rules. A wise person knows when to improvise. And most important, a wise person does this improvising and rule-bending in the service of the right aims. If you are a rule-bender and an improviser mostly to serve yourself, what you get is ruthless manipulation of other people. So it matters that you do this wise practice in the service of others and not in the service of yourself. And so the will to do the right thing is just as important as the moral skill of improvisation and exception-finding. Together they comprise practical wisdom, which Aristotle thought was the master virtue.

So I'll give you an example of wise practice in action. It's the case of Michael. Michael's a young guy. He had a pretty low-wage job. He was supporting his wife and a child, and the child was going to parochial school. Then he lost his job. He panicked about being able to support his family. One night, he drank a little too much, and he robbed a cab driver -- stole 50 dollars. He robbed him at gunpoint. It was a toy gun. He got caught. He got tried. He got convicted. The Pennsylvania sentencing guidelines required a minimum sentence for a crime like this of two years, 24 months. The judge on the case, Judge Lois Forer thought that this made no sense. He had never committed a crime before. He was a responsible husband and father. He had been faced with desperate circumstances. All this would do is wreck a family. And so she improvised a sentence -- 11 months, and not only that, but release every day to go to work. Spend your night in jail, spend your day holding down a job. He did. He served out his sentence. He made restitution and found himself a new job. And the family was united.

And it seemed on the road to some sort of a decent life -- a happy ending to a story involving wise improvisation from a wise judge. But it turned out the prosecutor was not happy that Judge Forer ignored the sentencing guidelines and sort of invented her own, and so he appealed. And he asked for the mandatory minimum sentence for armed robbery. He did after all have a toy gun. The mandatory minimum sentence for armed robbery is five years. He won the appeal. Michael was sentenced to five years in prison. Judge Forer had to follow the law. And by the way, this appeal went through after he had finished serving his sentence, so he was out and working at a job and taking care of his family and he had to go back into jail. Judge Forer did what she was required to do, and then she quit the bench. And Michael disappeared. So that is an example, both of wisdom in practice and the subversion of wisdom by rules that are meant, of course, to make things better.

Now consider Ms. Dewey. Ms. Dewey's a teacher in a Texas elementary school. She found herself listening to a consultant one day who was trying to help teachers boost the test scores of the kids, so that the school would reach the elite category in percentage of kids passing big tests. All these schools in Texas compete with one another to achieve these milestones, and there are bonuses and various other treats that come if you beat the other schools. So here was the consultant's advice: first, don't waste your time on kids who are going to pass the test no matter what you do. Second, don't waste your time on kids who can't pass the test no matter what you do. Third, don't waste your time on kids who moved into the district too late for their scores to be counted. Focus all of your time and attention on the kids who are on the bubble, the so-called "bubble kids" -- kids where your intervention can get them just maybe over the line from failing to passing. So Ms. Dewey heard this, and she shook her head in despair while fellow teachers were sort of cheering each other on and nodding approvingly. It's like they were about to go play a football game. For Ms. Dewey, this isn't why she became a teacher.

Now Ken and I are not naive, and we understand that you need to have rules. You need to have incentives. People have to make a living. But the problem with relying on rules and incentives is that they demoralize professional activity, and they demoralize professional activity in two senses. First, they demoralize the people who are engaged in the activity. Judge Forer quits, and Ms. Dewey in completely disheartened. And second, they demoralize the activity itself. The very practice is demoralized, and the practitioners are demoralized. It creates people -- when you manipulate incentives to get people to do the right thing -- it creates people who are addicted to incentives. That is to say, it creates people who only do things for incentives.

Now the striking thing about this is that psychologists have known this for 30 years. Psychologists have known about the negative consequences of incentivizing everything for 30 years. We know that if you reward kids for drawing pictures, they stop caring about the drawing and care only about the reward. If you reward kids for reading books, they stop caring about what's in the books and only care about how long they are. If you reward teachers for kids' test scores, they stop caring about educating and only care about test preparation. If you were to reward doctors for doing more procedures -- which is the current system -- they would do more. If instead you reward doctors for doing fewer procedures, they will do fewer. What we want, of course, is doctors who do just the right amount of procedures and do the right amount for the right reason -- namely, to serve the welfare of their patients. Psychologists have known this for decades, and it's time for policymakers to start paying attention and listen to psychologists a little bit, instead of economists.

And it doesn't have to be this way. We think, Ken and I, that there are real sources of hope. We identify one set of people in all of these practices who we call canny outlaws. These are people who, being forced to operate in a system that demands rule-following and creates incentives, find away around the rules, find a way to subvert the rules. So there are teachers who have these scripts to follow, and they know that if they follow these scripts, the kids will learn nothing. And so what they do is they follow the scripts, but they follow the scripts at double-time and squirrel away little bits of extra time during which they teach in the way that they actually know is effective. So these are little ordinary, everyday heroes, and they're incredibly admirable, but there's no way that they can sustain this kind of activity in the face of a system that either roots them out or grinds them down.

So canny outlaws are better than nothing, but it's hard to imagine any canny outlaw sustaining that for an indefinite period of time. More hopeful are people we call system-changers. These are people who are looking not to dodge the system's rules and regulations, but to transform the system, and we talk about several. One in particular is a judge named Robert Russell. And one day he was faced with the case of Gary Pettengill. Pettengill was a 23-year-old vet who had planned to make the army a career, but then he got a severe back injury in Iraq, and that forced him to take a medical discharge. He was married, he had a third kid on the way, he suffered from PTSD, in addition to the bad back, and recurrent nightmares, and he had started using marijuana to ease some of the symptoms. He was only able to get part-time work because of his back, and so he was unable to earn enough to put food on the table and take care of his family. So he started selling marijuana. He was busted in a drug sweep. His family was kicked out of their apartment, and the welfare system was threatening to take away his kids.

Under normal sentencing procedures, Judge Russell would have had little choice but to sentence Pettengill to serious jail-time as a drug felon. But Judge Russell did have an alternative. And that's because he was in a special court. He was in a court called the Veterans' Court. In the Veterans' Court -- this was the first of its kind in the United States. Judge Russell created the Veterans' Court. It was a court only for veterans who had broken the law. And he had created it exactly because mandatory sentencing laws were taking the judgment out of judging. No one wanted non-violent offenders -- and especially non-violent offenders who were veterans to boot -- to be thrown into prison. They wanted to do something about what we all know, namely the revolving door of the criminal justice system. And what the Veterans' Court did, was it treated each criminal as an individual, tried to get inside their problems, tried to fashion responses to their crimes that helped them to rehabilitate themselves, and didn't forget about them once the judgment was made. Stayed with them, followed up on them, made sure that they were sticking to whatever plan had been jointly developed to get them over the hump.

There are now 22 cities that have Veterans' Courts like this. Why has the idea spread? Well, one reason is that Judge Russell has now seen 108 vets in his Veterans' Court as of February of this year, and out of 108, guess how many have gone back through the revolving door of justice into prison. None. None. Anyone would glom onto a criminal justice system that has this kind of a record. So here's is a system-changer, and it seems to be catching.

There's a banker who created a for-profit community bank that encouraged bankers -- I know this is hard to believe -- encouraged bankers who worked there to do well by doing good for their low-income clients. The bank helped finance the rebuilding of what was otherwise a dying community. Though their loan recipients were high-risk by ordinary standards, the default rate was extremely low. The bank was profitable. The bankers stayed with their loan recipients. They didn't make loans and then sell the loans. They serviced the loans. They made sure that their loan recipients were staying up with their payments. Banking hasn't always been the way we read about it now in the newspapers. Even Goldman Sachs once used to serve clients, before it turned into an institution that serves only itself. Banking wasn't always this way, and it doesn't have to be this way.

So there are examples like this in medicine -- doctors at Harvard who are trying to transform medical education, so that you don't get a kind of ethical erosion and loss of empathy, which characterizes most medical students in the course of their medical training. And the way they do it is to give third-year medical students patients who they follow for an entire year. So the patients are not organ systems, and they're not diseases; they're people, people with lives. And in order to be an effective doctor, you need to treat people who have lives and not just disease. In addition to which there's an enormous amount of back and forth, mentoring of one student by another, of all the students by the doctors, and the result is a generation -- we hope -- of doctors who do have time for the people they treat. We'll see.

So there are lots of examples like this that we talk about. Each of them shows that it is possible to build on and nurture character and keep a profession true to its proper mission -- what Aristotle would have called its proper telos. And Ken and I believe that this is what practitioners actually want. People want to be allowed to be virtuous. They want to have permission to do the right thing. They don't want to feel like they need to take a shower to get the moral grime off their bodies everyday when they come home from work.

Aristotle thought that practical wisdom was the key to happiness, and he was right. There's now a lot of research being done in psychology on what makes people happy, and the two things that jump out in study after study -- I know this will come as a shock to all of you -- the two things that matter most to happiness are love and work. Love: managing successfully relations with the people who are close to you and with the communities of which you are a part. Work: engaging in activities that are meaningful and satisfying. If you have that, good close relations with other people, work that's meaningful and fulfilling, you don't much need anything else.

Well, to love well and to work well, you need wisdom. Rules and incentives don't tell you how to be a good friend, how to be a good parent, how to be a good spouse, or how to be a good doctor or a good lawyer or a good teacher. Rules and incentives are no substitutes for wisdom. Indeed, we argue, there is no substitute for wisdom. And so practical wisdom does not require heroic acts of self-sacrifice on the part of practitioners. In giving us the will and the skill to do the right thing -- to do right by others -- practical wisdom also gives us the will and the skill to do right by ourselves.

Thanks.

(Applause)



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Barry Schwartz: Our loss of wisdom

Filmed Feb 2009 • Posted Feb 2009 • TED2009


Barry Schwartz makes a passionate call for "practical wisdom" as an antidote to a society gone mad with bureaucracy. He argues powerfully that rules often fail us, incentives often backfire, and practical, everyday wisdom will help rebuild our world.

Barry Schwartz studies the link between economics and psychology, offering startling insights into modern life. Lately, working with Ken Sharpe, he's studying wisdom.


































Transcript:



In his inaugural address, Barack Obama appealed to each of us to give our best as we try to extricate ourselves from this current financial crisis. But what did he appeal to? He did not, happily, follow in the footsteps of his predecessor, and tell us to just go shopping. Nor did he tell us, "Trust us. Trust your country. Invest, invest, invest." Instead, what he told us was to put aside childish things. And he appealed to virtue. Virtue is an old-fashioned word. It seems a little out of place in a cutting-edge environment like this one. And besides, some of you might be wondering, what the hell does it mean?

Let me begin with an example. This is the job description of a hospital janitor that is scrolling up on the screen. And all of the items on it are unremarkable. They're the things you would expect: mop the floors, sweep them, empty the trash, restock the cabinets. It may be a little surprising how many things there are, but it's not surprising what they are. But the one thing I want you to notice about them is this: even though this is a very long list, there isn't a single thing on it that involves other human beings. Not one. The janitor's job could just as well be done in a mortuary as in a hospital.

And yet, when some psychologists interviewed hospital janitors to get a sense of what they thought their jobs were like, they encountered Mike, who told them about how he stopped mopping the floor because Mr. Jones was out of his bed getting a little exercise, trying to build up his strength, walking slowly up and down the hall. And Charlene told them about how she ignored her supervisor's admonition and didn't vacuum the visitor's lounge because there were some family members who were there all day, every day who, at this moment, happened to be taking a nap. And then there was Luke, who washed the floor in a comatose young man's room twice because the man's father, who had been keeping a vigil for six months, didn't see Luke do it the first time, and his father was angry. And behavior like this from janitors, from technicians, from nurses and, if we're lucky now and then, from doctors, doesn't just make people feel a little better, it actually improves the quality of patient care and enables hospitals to run well.

Now, not all janitors are like this, of course. But the ones who are think that these sorts of human interactions involving kindness, care and empathy are an essential part of the job. And yet their job description contains not one word about other human beings. These janitors have the moral will to do right by other people. And beyond this, they have the moral skill to figure out what "doing right" means.

"Practical wisdom," Aristotle told us, "is the combination of moral will and moral skill." A wise person knows when and how to make the exception to every rule, as the janitors knew when to ignore the job duties in the service of other objectives. A wise person knows how to improvise, as Luke did when he re-washed the floor. Real-world problems are often ambiguous and ill-defined and the context is always changing. A wise person is like a jazz musician -- using the notes on the page, but dancing around them, inventing combinations that are appropriate for the situation and the people at hand. A wise person knows how to use these moral skills in the service of the right aims. To serve other people, not to manipulate other people. And finally, perhaps most important, a wise person is made, not born. Wisdom depends on experience, and not just any experience. You need the time to get to know the people that you're serving. You need permission to be allowed to improvise, try new things, occasionally to fail and to learn from your failures. And you need to be mentored by wise teachers.

When you ask the janitors who behaved like the ones I described how hard it is to learn to do their job, they tell you that it takes lots of experience. And they don't mean it takes lots of experience to learn how to mop floors and empty trash cans. It takes lots of experience to learn how to care for people. At TED, brilliance is rampant. It's scary. The good news is you don't need to be brilliant to be wise. The bad news is that without wisdom, brilliance isn't enough. It's as likely to get you and other people into trouble as anything else. (Applause)

Now, I hope that we all know this. There's a sense in which it's obvious, and yet, let me tell you a little story. It's a story about lemonade. A dad and his seven-year-old son were watching a Detroit Tigers game at the ballpark. His son asked him for some lemonade and Dad went to the concession stand to buy it. All they had was Mike's Hard Lemonade, which was five percent alcohol. Dad, being an academic, had no idea that Mike's Hard Lemonade contained alcohol. So he brought it back. And the kid was drinking it, and a security guard spotted it, and called the police, who called an ambulance that rushed to the ballpark, whisked the kid to the hospital. The emergency room ascertained that the kid had no alcohol in his blood. And they were ready to let the kid go.

But not so fast. The Wayne County Child Welfare Protection Agency said no. And the child was sent to a foster home for three days. At that point, can the child go home? Well, a judge said yes, but only if the dad leaves the house and checks into a motel. After two weeks, I'm happy to report, the family was reunited. But the welfare workers and the ambulance people and the judge all said the same thing: "We hate to do it but we have to follow procedure."

How do things like this happen? Scott Simon, who told this story on NPR, said, "Rules and procedures may be dumb, but they spare you from thinking." And, to be fair, rules are often imposed because previous officials have been lax and they let a child go back to an abusive household. Fair enough. When things go wrong, as of course they do, we reach for two tools to try to fix them.

One tool we reach for is rules. Better ones, more of them. The second tool we reach for is incentives. Better ones, more of them. What else, after all, is there? We can certainly see this in response to the current financial crisis. Regulate, regulate, regulate. Fix the incentives, fix the incentives, fix the incentives ... The truth is that neither rules nor incentives are enough to do the job. How could you even write a rule that got the janitors to do what they did? And would you pay them a bonus for being empathic? It's preposterous on its face. And what happens is that as we turn increasingly to rules, rules and incentives may make things better in the short run, but they create a downward spiral that makes them worse in the long run. Moral skill is chipped away by an over-reliance on rules that deprives us of the opportunity to improvise and learn from our improvisations. And moral will is undermined by an incessant appeal to incentives that destroy our desire to do the right thing. And without intending it, by appealing to rules and incentives, we are engaging in a war on wisdom.

Let me just give you a few examples, first of rules and the war on moral skill. The lemonade story is one. Second, no doubt more familiar to you, is the nature of modern American education: scripted, lock-step curricula. Here's an example from Chicago kindergarten. Reading and enjoying literature and words that begin with 'B.' "The Bath:" Assemble students on a rug and give students a warning about the dangers of hot water. Say 75 items in this script to teach a 25-page picture book. All over Chicago in every kindergarten class in the city, every teacher is saying the same words in the same way on the same day. We know why these scripts are there. We don't trust the judgment of teachers enough to let them loose on their own. Scripts like these are insurance policies against disaster. And they prevent disaster. But what they assure in its place is mediocrity. (Applause)

Don't get me wrong. We need rules! Jazz musicians need some notes -- most of them need some notes on the page. We need more rules for the bankers, God knows. But too many rules prevent accomplished jazz musicians from improvising. And as a result, they lose their gifts, or worse, they stop playing altogether.

Now, how about incentives? They seem cleverer. If you have one reason for doing something and I give you a second reason for doing the same thing, it seems only logical that two reasons are better than one and you're more likely to do it. Right? Well, not always. Sometimes two reasons to do the same thing seem to compete with one another instead of complimenting, and they make people less likely to do it.

I'll just give you one example because time is racing. In Switzerland, back about 15 years ago, they were trying to decide where to site nuclear waste dumps. There was going to be a national referendum. Some psychologists went around and polled citizens who were very well informed. And they said, "Would you be willing to have a nuclear waste dump in your community?" Astonishingly, 50 percent of the citizens said yes. They knew it was dangerous. They thought it would reduce their property values. But it had to go somewhere and they had responsibilities as citizens. The psychologists asked other people a slightly different question. They said, "If we paid you six weeks' salary every year would you be willing to have a nuclear waste dump in your community?" Two reasons. It's my responsibility and I'm getting paid. Instead of 50 percent saying yes, 25 percent said yes. What happens is that the second this introduction of incentive gets us so that instead of asking, "What is my responsibility?" all we ask is, "What serves my interests?" When incentives don't work, when CEOs ignore the long-term health of their companies in pursuit of short-term gains that will lead to massive bonuses, the response is always the same. Get smarter incentives.

The truth is that there are no incentives that you can devise that are ever going to be smart enough. Any incentive system can be subverted by bad will. We need incentives. People have to make a living. But excessive reliance on incentives demoralizes professional activity in two senses of that word. It causes people who engage in that activity to lose morale and it causes the activity itself to lose morality.

Barack Obama said, before he was inaugurated, "We must ask not just 'Is it profitable?' but 'Is it right?'" And when professions are demoralized, everyone in them becomes dependent on -- addicted to -- incentives and they stop asking "Is it right?" We see this in medicine. ("Although it's nothing serious, let's keep an eye on it to make sure it doesn't turn into a major lawsuit.") And we certainly see it in the world of business. ("In order to remain competitive in today's marketplace, I'm afraid we're going to have to replace you with a sleezeball.") ("I sold my soul for about a tenth of what the damn things are going for now.") It is obvious that this is not the way people want to do their work.

So what can we do? A few sources of hope: we ought to try to re-moralize work. One way not to do it: teach more ethics courses. (Applause) There is no better way to show people that you're not serious than to tie up everything you have to say about ethics into a little package with a bow and consign it to the margins as an ethics course.

What to do instead? One: Celebrate moral exemplars. Acknowledge, when you go to law school, that a little voice is whispering in your ear about Atticus Finch. No 10-year-old goes to law school to do mergers and acquisitions. People are inspired by moral heroes. But we learn that with sophistication comes the understanding that you can't acknowledge that you have moral heroes. Well, acknowledge them. Be proud that you have them. Celebrate them. And demand that the people who teach you acknowledge them and celebrate them too. That's one thing we can do.

I don't know how many of you remember this: another moral hero, 15 years ago, Aaron Feuerstein, who was the head of Malden Mills in Massachusetts -- they made Polartec -- The factory burned down. 3,000 employees. He kept every one of them on the payroll. Why? Because it would have been a disaster for them and for the community if he had let them go. "Maybe on paper our company is worth less to Wall Street, but I can tell you it's worth more. We're doing fine."

Just at this TED we heard talks from several moral heroes. Two were particularly inspiring to me. One was Ray Anderson, who turned -- (Applause) -- turned, you know, a part of the evil empire into a zero-footprint, or almost zero-footprint business. Why? Because it was the right thing to do. And a bonus he's discovering is he's actually going to make even more money. His employees are inspired by the effort. Why? Because there happy to be doing something that's the right thing to do. Yesterday we heard Willie Smits talk about re-foresting in Indonesia. (Applause)

In many ways this is the perfect example. Because it took the will to do the right thing. God knows it took a huge amount of technical skill. I'm boggled at how much he and his associates needed to know in order to plot this out. But most important to make it work -- and he emphasized this -- is that it took knowing the people in the communities. Unless the people you're working with are behind you, this will fail. And there isn't a formula to tell you how to get the people behind you, because different people in different communities organize their lives in different ways.

So there's a lot here at TED, and at other places, to celebrate. And you don't have to be a mega-hero. There are ordinary heroes. Ordinary heroes like the janitors who are worth celebrating too. As practitioners each and every one of us should strive to be ordinary, if not extraordinary heroes. As heads of organizations, we should strive to create environments that encourage and nurture both moral skill and moral will. Even the wisest and most well-meaning people will give up if they have to swim against the current in the organizations in which they work.

If you run an organization, you should be sure that none of the jobs -- none of the jobs -- have job descriptions like the job descriptions of the janitors. Because the truth is that any work that you do that involves interaction with other people is moral work. And any moral work depends upon practical wisdom.

And, perhaps most important, as teachers, we should strive to be the ordinary heroes, the moral exemplars, to the people we mentor. And there are a few things that we have to remember as teachers. One is that we are always teaching. Someone is always watching. The camera is always on. Bill Gates talked about the importance of education and, in particular, the model that KIPP was providing: "Knowledge is power." And he talked about a lot of the wonderful things that KIPP is doing to take inner-city kids and turn them in the direction of college.

I want to focus on one particular thing KIPP is doing that Bill didn't mention. That is that they have come to the realization that the single most important thing kids need to learn is character. They need to learn to respect themselves. They need to learn to respect their schoolmates. They need to learn to respect their teachers. And, most important, they need to learn to respect learning. That's the principle objective. If you do that, the rest is just pretty much a coast downhill. And the teachers: the way you teach these things to the kids is by having the teachers and all the other staff embody it every minute of every day.

Obama appealed to virtue. And I think he was right. And the virtue I think we need above all others is practical wisdom, because it's what allows other virtues -- honesty, kindness, courage and so on -- to be displayed at the right time and in the right way. He also appealed to hope. Right again. I think there is reason for hope. I think people want to be allowed to be virtuous.

In many ways, it's what TED is all about. Wanting to do the right thing in the right way for the right reasons. This kind of wisdom is within the grasp of each and every one of us if only we start paying attention. Paying attention to what we do, to how we do it, and, perhaps most importantly, to the structure of the organizations within which we work, so as to make sure that it enables us and other people to develop wisdom rather than having it suppressed.

Thank you very much. Thank you. (Applause)

Chris Anderson: You have to go and stand out here a sec.

Barry Schwartz: Thank you very much. (Applause)





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