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The Black Swan: Second Edition by Nassim Nicholas Taleb is a seminal exploration of rare, highly improbable events—termed "Black Swans"—that have massive impact. A Black Swan has three main features: it is unpredictable, it carries extreme consequences, and after it occurs, people concoct explanations that make it seem less random and more predictable. Taleb argues that we are hardwired to focus on what we know and simplify reality, which blinds us to the unknown unknowns that drive these events. Black Swans underlie much of history, from major technological breakthroughs to catastrophic disasters like 9/11.
The book delves into our cognitive biases such as confirmation bias and narrative fallacies that prevent us from appreciating true randomness and uncertainty. Taleb contrasts two types of randomness with his concepts of "Mediocristan" (where variation is limited) and "Extremistan" (where rare events dominate outcomes). He criticizes the misuse of statistical models like the bell curve in predicting risks where Black Swans operate.
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