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Sign up Log in. Web icon An illustration of a computer application window Wayback Machine Texts icon An illustration of an open book. Books Video icon An illustration of two cells of a film strip. Video Audio icon An illustration of an audio speaker. Audio Software icon An illustration of a 3.

Software Images icon An illustration of two photographs. Images Donate icon An illustration of a heart shape Donate Ellipses icon An illustration of text ellipses. A set of conclusions is potentially undone once any of its fundamental postulates is disproved. In this case, the observation of a single black swan would be the undoing of the logic of any system of thought, as well as any reasoning that followed from that underlying logic.

Juvenal's phrase was a common expression in 16th century London as a statement of impossibility. However, in , Dutch explorers led by Willem de Vlamingh became the first Europeans to see black swans, in Western Australia. Taleb notes that in the 19th century, John Stuart Mill used the black swan logical fallacy as a new term to identify falsification. Black swan events were discussed by Nassim Nicholas Taleb in his book Fooled By Randomness , which concerned financial events.

His book The Black Swan extended the metaphor to events outside of financial markets. Taleb regards almost all major scientific discoveries, historical events, and artistic accomplishments as 'black swans'—undirected and unpredicted. He gives the rise of the Internet, the personal computer, World War I, the dissolution of the Soviet Union, and the September 11, attacks as examples of black swan events.

What we call here a Black Swan and capitalize it is an event with the following three attributes. First, it is an outlier, as it lies outside the realm of regular expectations, because nothing in the past can convincingly point to its possibility. Second, it carries an extreme 'impact'. Third, in spite of its outlier status, human nature makes us concoct explanations for its occurrence after the fact, making it explainable and predictable.

I stop and summarize the triplet: rarity, extreme 'impact', and retrospective though not prospective predictability. A small number of Black Swans explains almost everything in our world, from the success of ideas and religions, to the dynamics of historical events, to elements of our own personal lives.

According to Taleb, as it was expected with great certainty that a global pandemic would eventually take place, the COVID pandemic is not a black swan, but is considered to be a white swan ; such an event has a major effect, but is compatible with statistical properties.

The practical aim of Taleb's book is not to attempt to predict events which are unpredictable, but to build robustness against negative events while still exploiting positive events. Taleb contends that banks and trading firms are very vulnerable to hazardous black swan events and are exposed to unpredictable losses.

On the subject of business, and quantitative finance in particular, Taleb critiques the widespread use of the normal distribution model employed in financial engineering, calling it a Great Intellectual Fraud.

Taleb elaborates the robustness concept as a central topic of his later book, Antifragile: Things That Gain From Disorder. Taleb states that a black swan event depends on the observer. For example, what may be a black swan surprise for a turkey is not a black swan surprise to its butcher; hence the objective should be to 'avoid being the turkey' by identifying areas of vulnerability in order to 'turn the Black Swans white'.



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