These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters, and monitor our health. This book is wise, fierce, and desperately necessary -- Jordan Ellenberg, author of How Not To Be Wrong Weapons of Math Destruction is a fantastic, plainspoken call to arms. According to National Book Foundation:[1], Most troubling, they reinforce discrimination: If a poor student can’t get a loan because a lending model deems him too risky (by virtue of his zip code), he’s then cut off from the kind of education that could pull him out of poverty, and a vicious spiral ensues. O’Neil begins her book by defining weapons of math destruction, or “WMDs.” These algorithms allege to astutely quantify traits that humans either want to maximize or minimize. WEAPONS OF MATH DESTRUCTION “Weapons of Math Destruction is a fantastic, plainspoken call to arms. . Tracing the arc of a person’s life, O’Neil exposes the black box models that shape our future, both as individuals and as a society. Formatted according to the APA Publication Manual 7 th edition. . Weapons of Math Destruction. Increasingly, the decisions that affect our lives—where we go to school, whether we get a car loan, how much we pay for health insurance—are being made not by humans, but by mathematical models. Cathy O’Neil’s book is important precisely because she believes in data science. Put your maths and shooting skills to the test in order to survive! This book is wise, fierce, and desperately necessary -- Jordan Ellenberg, author of How Not To Be Wrong Even as a professional mathematician, I had no idea how insidious Big Data could be until I read Weapons of Math Destruction. It acknowledges that models aren’t going away: As a tool for identifying people in difficulty, they are amazing. And the human victims of WMDs, we’ll see time and again, are held to a far higher standard of evidence than the algorithms themselves. Games are reaching a point O’Neil describes as a “weapon of math destruction”, or WMD for short. . They are also scalable, thereby amplifying any inherent biases to affect increasingly larger populations. Weapons of Math Destruction by Cathy O’Neil explores how algorithms affect various aspects of our lives in ways that we might not expect. We live in the age of the algorithm. We live in the age of the algorithm. . 0 likes. Weapons of Math Destruction: How Big Data increases Inequality and Threatens Democracy is a New York Times Bestseller and is on the National Book Award longlist. Increasingly, the decisions that affect our lives—where we go to school, whether we get a car loan, how much we pay for health insurance—are being made not by humans, but by mathematical models. . A Harvard PhD graduate in mathematics and actively involved in the Occupy movement, O’Neil’s experience is crucial to her new book: Weapons of Math Destruction describes the way that math … Cathy O’Neil’s important new book Weapons of Math Destruction, is out today, and if you’re at all interested in the social significance of how mathematics is now being used, you should go out and get a copy.She has been blogging for quite a while at Mathbabe, which you should be following, and is a good place to start if your attention span is too short for the book. and won the Euler Book Prize. If you need more information on MLA citations check out our MLA citation guide or start citing with the BibGuru MLA citation generator. Weapons of Math Destruction provides a handy map to a few of the many areas of our lives over which invisible algorithms have gained some control. Algorithms decide who gets a loan, who gets a job interview, who gets insurance and much more -- but they don't automatically make things fair. Create a free website or blog at WordPress.com. The … The book tackles issues such as higher education, criminal justice, employment, and civic duties, and the ways in which data and algorithms influence these issues. We live in the age of the algorithm. To qualify as a WMD, a model must: Have negative impact on people, … Weapons of Maths Destruction, a free online Arcade game brought to you by Armor Games. WEAPONS OF MATH DESTRUCTION. Weapons of Math Destruction by Cathy O’Neil pulls back the covers, revealing areas where math is doing harm. We also discuss how Facebook and Cambridge Analytica use our personal data in ways that may influence our voting decisions. Weapons of Math Destruction Part 4. Please make sure to choose a rating. Weapons of Math Destruction makes some good points about the use and abuse of math models and big data. NPR's Kelly McEvers talks with data scientist Cathy O'Neil about her new book, Weapons of Math Destruction, which describes the dangers of relying on big data analytics to solve problems. In the meantime, she wrote a seminal book titled Weapons of Math Destruction: how big data increases inequality and threatens democracy. Weapons of Math Destruction has been Longlisted for the National Book Award! “Weapons of Math Destruction is the Big Data story Silicon Valley proponents won’t tell. Read an excerpt from Cathy O’Neil’s book on how Big Data increases inequality and threatens democracy. But as a tool for punishing and disenfranchising, they’re a nightmare. A WMD, or weapon of math destruction, are usage of algorithm that end up being discriminatory toward some people, or that cause problem with their wide scale deployment. It acknowledges that models aren’t going away: As a tool for identifying people in difficulty, they are amazing. For example, an algorithm that identify poor people can deny them services that help them, making them poorer. Book description: A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life — and threaten to rip apart our social fabric. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. Here’s Bryan’s prompt. Tracing the arc of a person's life, Cathy O'Neil exposes the black box models that shape our future as individuals and as a society. As the empire of big data continues to expand, Cathy O’Neil’s reminder of the need for vigilance is welcome and necessary.” 4.5 out of 5 stars 4.4 out of 5.0 5 Stars 1,283 4 Stars 575 3 Stars 224 2 Stars 62 1 Stars 48 … The concept of parity in criminal law is important. It is an eyeopening look at the big data work we live in with far-reaching implications about what the huge quantities of numbers being continuously collected in most social structures today mean. . In my view, this is a must-read book for anyone who thinks that algorithms are by definition a fair and unbiased way to produce a given result. But in the end, it’s up to us to become more savvy about the models that govern our lives. A Fair Model Local bankers used to stand tall in a town. ― Cathy O'Neil, Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy. Recommended for you. Tell readers what you thought by rating and reviewing this book. There she saw the use of weapons of math destruction, a term O’Neil uses to describe “algorithms that are important, secret and destructive”. WMDs ignore nuance and often rely on flawed data. Rate it * You Rated it * 0. O'Neilcalls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. While Weapons of Math Destruction is full of hard truths and grim statistics, it is also accessible and even entertaining. But any algorithm can become a WMD when it operates in a way users do not understand, when it can affect millions of people and when it can have a negative impact on their lives. A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life — and threaten to rip apart our social fabric. But Big Data isn’t as … These chapters (actually they were last week’s) cover employment . She posits that these problematic mathematical tools share three key features: they are opaque, unregulated, and difficult to contest. Finance: O’Neil explains how hedge funds like the one she worked for use math to make money. Weapons of Math Destruction provides a handy map to a few of the many areas of our lives over which invisible algorithms have gained some control. Learn more about the hidden agendas behind the formulas. Put your maths and shooting skills to the test in order to survive! Most troubling, they reinforce discrimination: If a poor student can’t get a loan because a lending model deems him too risky (by virtue of his zip code), he’s then cut off from the kind of education that could pull him out of poverty, and a vicious spiral ensues. Average Customer Ratings. Cathy O'Neil is a data scientist and author of the blog mathbabe.org. "Weapons of Math Destruction is the Big Data story Silicon Valley proponents won't tell. Subscribe Now One example is the U.S. News and World Report ranking of universities and colleges. O'Neil, a mathematician, analyses how the use of big data and algorithms in a variety of fields, including insurance, advertising, education, and policing, can lead to decisions that harm the poor, reinforce racism, and amplify inequality. As the empire of big data continues to expand, Cathy O'Neil's reminder of the need for vigilance is welcome and necessary." Weapons of Math Destruction. Cathy O’Neill’s book “Weapons of Math Destruction” is an analysis of big data and its use of machine learning programs that aim to maximize market efficiency. And the human victims of WMDs, we’ll see time and again, are held to a far higher standard of evidence than the algorithms themselves. Weapons of Math Destruction has been Longlisted for the National Book Award! Posted on November 13, 02017 by Jason Green. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. WEAPONS OF MATH DESTRUCTION “Weapons of Math Destruction is a fantastic, plainspoken call to arms. But in the end, it's up to us to become more savvy about the models that govern our lives. Harlow, England: Penguin Books. Friday, October 30, 2020 @ 10:36 AM | By Nathan Baker Share Print Tweet Email. She refers to these Big Data models as WMDs: Weapons of Math Destruction. These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters and monitor our health. About Weapons of Math Destruction. Increasingly, the decisions that affect our lives—where we go to school, whether we get a car loan, how much we pay for health insurance—are being made not by humans, but by mathematical models. . Overall . Weapons of Math Destruction: How Big Data increases Inequality and Threatens Democracy is a New York Times Bestseller and is on the National Book Award longlist. 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