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S'està carregant… The Black Swan: The Impact of the Highly Improbable (edició 2007)de Nassim Nicholas Taleb
Informació de l'obraThe Black Swan: The Impact of the Highly Improbable de Nassim Nicholas Taleb
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Top Five Books of 2014 (501) Books Read in 2016 (1,487) » 11 més
![]() Real rating (4.65) is taken from an objective calculation. Review extended source: https://drive.google.com/file/d/1CQPvUzkid_m587YlmGtf3Eu_app5ZP2a/view?usp=shari... Questions from the Orientation Phase 1. What is the overall structure and organization of the book? Again, very broadly and briefly. Just to give a general sense. In the first section of the book, Taleb goes into a few of the fallacies and faults of the human mind. In the second section he goes into errors the mind makes when reasoning with regards to predicting the future (i.e., the stock market) specifically. In the third section Taleb goes into detail explaining the swans that exist (white, black, gray) compared to the different environments (Mediocristan, Extremistan). In the last chapter before the postscript, he gives some advice on how to deal with all the different swans for a more anti-fragile life. The postscript essay is a more technical discussion of the concepts meant for those who “studied too much” to accept the implications. I have personally skimmed this section and can’t go into detail about what is said. I might read this section in-depth later on if I deem it worthy for my own goals. 2. What are the main topics or themes discussed in the book? The main theme can be stated as uncertainty with regards to human reasoning and prediction of the future. The primary topics the author goes into are the different swans: White Swans (common, predictable events with low consequences) Gray Swans (rare but mildly difficult predictable events with high consequences) Black Swans (super rare and nearly impossible to predict events with extreme consequences) Taleb mentions that white swans are more prevalent in a Mediocristan environment as opposed to an Extremistan environment where Black Swans are present the most. The Mediocristan environment can be defined as an environment where one item in a dataset does not impact the average too much, i.e., it’s linear. Think of for example weight or length; in a dataset of 20 people, even the fattest person does not bring the average too high. In contrast, the Extremistan environment can be stated to be non-linear and highly complex. Here it is possible that in a dataset of 20 people, or even a few million people, one person is responsible for more than 90% of the complete set and thus impacts the average significantly. An obvious example of this is net worth. Taleb continues to argue that statistical measures such as the bell curve are only useful in Mediocristan type environments, where Gaussian randomness rules; a non-scalable randomness, the rate of decline or increase changes. However, in an Extremistan environment, there is scalable Mandelbrotian randomness; the rate of decline or increase is constant, no matter at which level one is. Taleb argues it is best to acknowledge that we as humans can’t predict Black Swans in most cases, and especially can’t predict Extremistan futures; we have no way of predicting society in a few years, or the stock market, or technological advancements, or the finances of a country, etc. 3. What is the author's main argument or thesis? State this briefly. The author’s main argument is that we should not try to predict Extremistan futures, it’s impossible to do. Instead, he argues, we should be robust again them; defend against negative black swans; therefore do not make risk-taking decisions based on chance, but rather on consequence. In addition, he argues that we should not apply Gaussian measurements to environments where Mandelbrotian randomness is at work, he calls this epistemic arrogance; thinking too much of what we know. A different way of stating the thesis of the book is to say that Taleb scolds the oversimplification of reality that we as humans are subject to, unless we consciously change this. In complex Extremistan environments, there are by far way too many factors, both known and unknown, involved to accurately make predictions. He uses a concept coined platonicism here to indicate a human’s erroneous need for over-categorization. 4. What is the writing style or tone used by the author? The author writes in a style suitable to the general public while making use of funny anecdotes and narratives, even though Taleb argues against narratives, or at least the narrative fallacy (giving a cause-and-effect explanations to random details and events), he finds it a valuable tool to convey knowledge. 5. How would you classify the book? This is not as straight forward as distinguishing fiction from non-fiction, but rather to distinguish multiple forms of expository works from each other (those that intend to convey knowledge). a. Is this book theoretical or practical in nature? Does it intend to tell you how to do something, or what is the case? Or is there a degree of both? b. Is the book science, philosophy, history, or math, etc.? Of course, there can be a degree of both, just like with theory vs practice. It’s a primarily theoretical book with practical implications and advice. It’s a scientific book by nature. Questions from the Conceptualization Phase 1. What is the unity of the whole book? Answer this as briefly as possible, at most a few sentences (short paragraph) — In other words, what is the book’s main theme or point? Comparable to the plot of a novel. Adler and van Doren mention that it’s often the case you will also mention the (major) parts while formulating the whole, as can be seen in below extended examples. You can almost see this as the formula of the book; Adler gives a romance example in the following way: Boy meets girl, boy loses girl, boy gets girl. He also gives an example of a practical book, titled The Wealth of Nations, authored by Adam Smith: This is an inquiry into the source of national wealth in any economy that is built on a division of labor, considering the relation of the wages paid labor, the profits returned to capital, and the rent owed the landowner, as the prime factors in the price of commodities. It discusses the various ways in which capital can be more or less gainfully employed, and relates to the origin and use of money to the accumulation and employment of capital. Examining the development of opulence in different nations and under different conditions, it compares the several systems of political economy, and argues for the beneficence of free trade. An extended example for a theoretical scientific book he gives on Darwin’s The Origin of Species: This is an account of the variation of living things during the course of countless generations and the way in which this results in new groupings of plants and animals; it treats both of the variability of domesticated animals and of variability under natural conditions, showing how such factors as the struggle for existence and natural selection operate to bring about and sustain such groupings; it argues that species are not fixed and immutable groups, but that they are merely varieties in transition from a less to a more marked and permanent status, supporting this argument by evidences from extinct animals found in the earth’s crust, and from comparative embryology and anatomy. This is an account of the flaws in human reasoning when it comes to attempting to predict the future. It does so by explaining certain fallacies we often, unconsciously, commit while reasoning. The author primarily cautions against inductive reasoning and instead argues for a more deductive approach. The author distinguishes between two types of environments, one where events and randomness are simplistic in nature and quite predictable, the Mediocristan environment, and one where events and randomness are highly complex and nearly impossible to predict, the Extremistan environment. The work is centered in the latter, as the main concept of the book, The Black Swan, an event that is almost impossible to predict yet bears enormous consequences, either positive or negative, is prevalent only in the Extremistan environment. In a linear, simplistic, environment, outliers do not have a major impact, argues the author. The work discusses the nature of the Black Swan, as well as its counterparts, the White and Gray Swans, why they exist, what their impact is, and it gives advice on how to adequately deal with them. The author furthermore explains two types of randomness: Gaussian randomness, which is scalable, and is applicable to Mediocristan environments, and Mandelbrotian randomness, which is non-scalable and is applicable to Extremistan environments. The author scorns so-called “experts” who foolishly apply Gaussian measurements, such as the famous bell-curve, to Extremistan environments. In particular, the author argues against listening to “experts” who attempt to predict the stock market or other financial systems as it is impossible to do so, and an expert prediction is usually only slightly better than that of a cab-driver, as he shows. Instead, the author suggests acknowledging that we cannot predict extreme events, so we should not rely on overly complex predictive models, and become robust against them; preventing risk not based on chance but on consequence. 2. What are the major parts of the book and how are these organized into a whole by being ordered to one another and to the unity of the whole? We answer this question by manner of outline. At times, after answering this question, you want to refine the unity as stated above. Feel free to do so. It’s essential to keep in mind that you can use the book’s headings and sub-headings as guidance, but you shouldn’t overrely on it... The primary point is to think for yourself, what happens in the mind determines the quality of comprehension and retention. The first part of the book sets the stage by making us aware of the limits of our knowledge as well as certain fallacies we commit and biases we have. In the second part, we dive into the meat of the work by going into the depths of why prediction, in an Extremistan environment, is a fool’s errand. In the third part, the book explains to us the error of using certain statistical measures in an Extremistan environment as well as the different types of randomness. In the fourth part, a single chapter, the book gives us some advice on how to deal with all the previous knowledge, it is the practical summarization. In the postscript, the work gives a more technical explanation of the concepts and implications for those that did not understand it in the prior parts, the author recommends most people to skim or even skip certain chapters here, before finally giving more practical advice for the individual and society as a whole. Everything considered, the organization is well done and provides a good guidance into understanding both the tree and the forest, the concepts and the main points. 3. What are the problems the author is trying to solve? Why did the author write what he wrote? What were his intentions? I believe the author’s intentions were to make the reader aware of the Black Swan and its impact as well as how to deal with it. He also wants to convince us that predicting the future in an Extremistan environment is futile, and often even disastrous. Questions from the Investigation Phase 1. Locate or construct the basic arguments in the book by finding them in the connection of sentences. If the author summarizes his arguments after each chapter, it should be relatively easy to find the arguments leading up to those points in aforementioned chapter. Note: I do not write every single argument he makes here. Just those relevant to the main points, and those that I find prominently positive or negative. Argument against prediction of the future in Extremistan environments A rather profound argument that Taleb makes against predicting the future in complex, non-linear environments is the following: It is impossible to predict either social or economic futures on the merits that they depend largely on advances in science and technology. Technological advancements, or innovations, are impossible to predict in themselves. If one could predict an innovation, the innovation would already be here, for you would know how it worked and thus could build it; therefore, there is no way we can predict innovations and thus any environment that depends on them. An illustration for this is given on page 135 as is said that the three largest innovations of last century (the computer, the internet, and the laser) were “unplanned, unpredicted, and unappreciated upon their discovery.” These innovations were Black Swans; they were nearly unpredictable and had extreme consequences globally. It can be said that most innovations, and even scientific advances, are serendipitous, or dependent on chance, as often advancements in an area are made while looking for something in another area. Another argument Taleb makes against prediction of the future is the narrative fallacy. He argues that humanity often over relies on learning from history in the sense that we give cause-and-effect explanations to Black Swans that have happened. He argues that history does not crawl, but rather jumps, as is evident from the fact that we have made more innovations in the last few centuries than in the entire history of earth. Regardless, even though nobody, or only a few people, for example saw certain wars coming, after “study” it is explained why it is “logical” that it happened, increasing the confidence, especially for “experts”, to predict the next war (the narrative fallacy reminds me very much of the hindsight bias; “I knew it all along.”). People seem to forget that their record of prediction is often extremely flawed. After the First World War, it was common knowledge that Europe would “never see a war on such grand scale again,” yet, not even a century later, World War 2 happened. We tend to overestimate the significance of what we know, instead, Taleb argues, we should be reminded of how much we do not know. Especially when it comes to complex environments, there are a lot of unknown unknowns, factors that impact or cause the event that we don’t even understand or know about. Basically, this fallacy makes that we can’t rely on previous data or information when it comes to predicting the future as it often is far from enough or distorts our view. A prediction must be made beforehand, not afterward. A Black Swan event, according to Taleb, cannot be predicted from its predecessor; a war cannot be predicted by the last war, a market crash cannot be predicted by the last market crash. Argument against the use of predictive models Turkey. Thanks-giving turkey. Dear reader, please don’t be a turkey. Each and every day a turkey gets fed by its human, giving the turkey the idea that the human is taking care of him and is safe, a protector. According to the turkey’s predictive model, based on dozens of days of data, his days of laziness will go on for years and years to come. Until, suddenly, the human protector slaughters the turkey for food. How was this possible? All the numbers from the prediction machine showed that the turkey would be fed for years to come, all previous data pointed towards this. It was impossible for the turkey to not be fed one day. But now the turkey is dead. I have adapted and paraphrased this example from the book itself. It shows why previous data cannot be used to predict the future in an Extremistan environment (the turkey’s slaughtering was a Black Swan event). Extremistan environments are non-linear and highly complex, there are so many factors involved, some, or a lot, not even known to us, therefore it’s impossible to predict based on previous data (in this example only a single metric was used, but the point remains the same). What’s worse is that in a real Extremistan environment, most often calculations are exponential, meaning that the further ahead in time you go, the bigger the effect is. Even the slightest error in value (either to the factors or how the factors influence the calculation) can cause catastrophic errors in the output. Now ask yourself how likely it is that a model can accurately predict the stock market movements, or the society’s future as there are likely millions and millions of factors involved. For the calculation to be accurate, each and every of those factors must be 100% correct, for even a less than 1% error will cause major discrepancies between the predicted outcome and the reality. As mentioned somewhere earlier in the review, the same goes for applying Gaussian measurements to Mandelbrotian randomness type environments, in other words, applying a bell curve to an Extremistan type environment. Any model that uses averages to predict will not work in an Extremistan environment because a single entry can influence 90+% of the average. I will not explain this point more in-depth as it is not relevant to me at this moment, so I refuse to dive deeper into it. If you want to have a deep understanding of this argument, buy the book and read it yourself. 2. What are the author’s solutions to the problems he was trying to solve? Did he raise new problems or questions while solving? Did he manage to solve all problems, or did he fail to solve some? Taleb acknowledges it is impossible to not be a turkey (ignorant) at all times, as it takes a lot of energy to consciously doubt everything that is happening. Therefore, he recommends taking a skeptical attitude only in those areas where it matters to the individual. Taleb advices not to worry about common worries, but moreso about the hidden ones; the Black Swans. He also advices to make use of the Stoic principle of the dichotomy of control, in the sense that a Black Swan will only control you if you let it control you. “Missing a train is only painful when you run after it.” Actual Criticism The Author is Unclear Here and Here, and this is Why In this section, you write down where the author is unclear and why he is so. For further information, refer to the clarity section of either Appendix A or the template introduction. I have found the author to be clear at all times. I have had a few times while reading I had some difficulty understanding a concept, but then I noticed it was explained either more extensively or in a different way later on, or if I compared it to a different idea mentioned elsewhere I would understand it. The book is very well-written. The Author is Illogical Here and Here, and this is Why In this section, you write down where the author is illogical and why he is so. For further information, refer to the logic section of either Appendix A or the template introduction. I have not detected flaws in logic, perhaps if I would spend hours more diving deep into the substance, but this is not worth it to me as this book is not my main area. In fact, if I did not want to give an example for this template, I would probably not have filled out the entire review as extensively as I did for this book in particular. The Author is Misinformed Here and Here, and this is Why In this section, you write down where the author is misinformed and why he is so. For further information, refer to the misinformedness section of either Appendix A or the template introduction. Once again, I have not detected misinformation as this is not my area of expertise. The Author’s Analysis is Incomplete and this is Why In this section, you write down why the author’s analysis is incomplete. For further information, refer to the analysis section of either Appendix A or the template introduction. I believe the analysis of the author is complete, and I know enough to deal with the concepts given. If I need more knowledge, I will read his other books. However, I do feel like the author could’ve given some more coverage to the fact that randomness is not truly random, but rather what we perceive as random is just due to the fact we can’t comprehend the true machine that emits events (the rules) as well as all the factors involved. Regardless, I don’t think it’s relevant enough to his points, though I think it would have given some of his arguments extra weight. The Author is Uninformed Here and Here, and this is Why In this section, you write down where the author is uninformed and why he is so. For further information, refer to the uninformedness section of either Appendix A or the template introduction. I have not detected uninformedness. Other Thoughts In this section, you can write your own thoughts regardless of the template’s prompts. I think the headings Taleb used could’ve been more descriptive. The phrases he used makes the table of contents only useful after having read the book, as beforehand you have no idea what each chapter title means. Final note (unrelated to the book): My main area of research and interest is education and learning. This book is unrelated to that, even though I can use some of the matter here as arguments for my own book Efficient Learning in an Inefficient System: How to become more knowledgeable than your teachers before you leave school. This results in the fact that while I could’ve invested more time and effort into dissecting this book, I will not. I could probably have found inconsistencies, or flaws in logic, or an incomplete analysis if I invested this time and effort, but it is not worth it to me even though I highly like and recommend this book. I have already gotten everything I needed from it. I would likely not have found misinformedness or uninformedness as this is just not my area of expertise. Adler and van Doren argue that a book so good that no flaws can be detected is incredibly rare (some might say a Black Swan), therefore I can virtually guarantee there are flaws with the book, and I just cannot find them with the current time and effort invested. Zeer deskundig uitgesponnen werk over het onverwachte fenomeen dat een totale ommekeer kan betekenen (= zwarte zwaan). De doorgetrokken logica naar kansberekening en beursspeculaties zijn erg nuttig en slaan de nagel op de kop. Spijtig van de overtollige ballast die eraan toegevoegd wordt die uiteindelijk het boek een ware beproeving maken. Op aanraden van mijn dochter - die meestal enkel lezenswaardige tips doorgeeft - heb ik dit boek door gezwoegd. Kleine lettertjes en een kolos van een boek is echt niet prettig om aan te beginnen. Dit boek kan inhoudelijk gereduceerd worden tot een 250 bladzijden zonder essentie te verliezen. Ik vermoed dat de Nassim Nicholas Taleb erg intelligent is en terzake deskundig, daar twijfel ik niet aan; maar om zo af te geven op collega's die misschien onterecht een erkenning hebben gekregen waarvan hij vindt dat die hem toekomen is op de duur vervelend om te lezen. Ik kan dit boek eigenlijk niemand aanraden. Het is het tijdverlies niet waard en ik vermoed dat er terzake compactere boeken zijn die wel aangenaam om lezen zijn. Wat moet je als crisismanager met De Black Swan? Met die vraag ging ik het beroemde boek van Nicholas Taleb voor de tweede keer te lijf. Een eerdere poging had ik namelijk jaren geleden al eens gestaakt wegens algehele taleberitus, een alsmaar groeiende moeheid bij elk nieuw hoofdstuk dat ik van hem opsloeg. Met een crisisbril op was het echter goed leesbaar en het leverde ook nog eens een mooi rijtje aandachtspunten op voor de crisismanager. Maar verder is het concept van de Black Swan vrijwel nutteloos en het boek een worstelpartij. Lees hier de hele recensie https://www.rizoomes.nl/crisismanagement/de-nutteloosheid-van-de-black-swan-beha...
Since the book was written prior to the current situation, many of the insights will seem prophetic. For instance, “regulators in the banking business are prone to a severe expert problem and they tend to condone reckless but (hidden) risk taking.” Some might think that the book specifically predicted the current market and economic crisis—wrong. The book is about the expectation that it could occur. Some of his presentation is incendiary in criticizing economics, finance, and many of its most honored practitioners. Because the book is viewed as being partly about Taleb himself and because of the style of the presentation, some react to the author's persona. If you are forewarned and forearmed, it is easier to focus on the ideas in the book. Because the arguments are controversial, it is understandable that he has chosen to have sharp elbows in getting to the front of the stage. Taleb and his publishers clearly believe the success of Fooled by Randomness is going to come again. But that book had a persuasive sobriety. The same cannot be said for The Black Swan, which despite the great utility of its insights is badly structured and hurriedly written. "The Black Swan" has appealing cheek and admirable ambition, and contains such wise observations as: “We attribute our successes to our skills, and our failures to external events outside our control.” But the book exhibits shortcomings, the first being lack of structure. Pertany a aquestes sèriesIncerto (2) Contingut aTé un estudiTé una guia d'estudi per a estudiantsPremisDistincionsLlistes notables
Business.
Sociology.
Nonfiction.
HTML:The most influential book of the past seventy-five years: a groundbreaking exploration of everything we know about what we dont know, now with a new section called On Robustness and Fragility. A black swan is a highly improbable event with three principal characteristics: It is unpredictable; it carries a massive impact; and, after the fact, we concoct an explanation that makes it appear less random, and more predictable, than it was. The astonishing success of Google was a black swan; so was 9/11. For Nassim Nicholas Taleb, black swans underlie almost everything about our world, from the rise of religions to events in our own personal lives. Why do we not acknowledge the phenomenon of black swans until after they occur? Part of the answer, according to Taleb, is that humans are hardwired to learn specifics when they should be focused on generalities. We concentrate on things we already know and time and time again fail to take into consideration what we dont know. We are, therefore, unable to truly estimate opportunities, too vulnerable to the impulse to simplify, narrate, and categorize, and not open enough to rewarding those who can imagine the impossible. For years, Taleb has studied how we fool ourselves into thinking we know more than we actually do. We restrict our thinking to the irrelevant and inconsequential, while large events continue to surprise us and shape our world. In this revelatory book, Taleb will change the way you look at the world, and this second edition features a new philosophical and empirical essay, On Robustness and Fragility, which offers tools to navigate and exploit a Black Swan world. Taleb is a vastly entertaining writer, with wit, irreverence, and unusual stories to tell. He has a polymathic command of subjects ranging from cognitive science to business to probability theory. Elegant, startling, and universal in its applications, The Black Swan is a landmark bookitself a black swan. No s'han trobat descripcions de biblioteca. |
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