Recommended for you. I came up with a name for these harmful models: Weapons of Math Destruction, or WMDs for short. Tell readers what you thought by rating and reviewing this book. As the empire of big data continues to expand, Cathy O’Neil’s reminder of the need for vigilance is welcome and necessary.” . Please make sure to choose a rating. How big data increases inequality and threatens democracy. “Weapons of Math Destruction is an urgent critique of… the rampant misuse of math in nearly every aspect of our lives.” —Boston Globe “A fascinating and deeply disturbing book.” —Yuval Noah Harari, author of Sapiens; The Guardian’s Best Books of 2016 “Illuminating… We live in the age of the algorithm. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. . O’Neil calls on modelers to take more responsibility for their algorithms and on policy makers to regulate their use. By Stephanie Bastek | September 9, 2016 . and won the Euler Book Prize. But Big Data isn’t as … 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. Overall . This includes applying historical data models to the present and future. Models are propping up the lucky and punishing the downtrodden, creating a “toxic cocktail for democracy.” Welcome to the dark side of 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. Mathematical models are working behind the scenes, increasing inequality and threatening our democracy. Games are reaching a point O’Neil describes as a “weapon of math destruction”, or WMD for short. 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. 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. They are also scalable, thereby amplifying any inherent biases to affect increasingly larger populations. Weapons of Math Destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. Not all algorithms are bad, obviously. “Weapons of Math Destruction” (or WMDs) are Big Data models that use algorithms to make decisions. I’ve blogged about my U.S. book tour on mathbabe.org. Formatted according to the MLA handbook 8 th edition. O’Neil, Cathy. Like “This establishes a powerful basis for legitimate ad campaigns, but it also fuels their predatory cousins: ads that pinpoint people in great need and … Welcome to the dark side of Big Data. 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. . O'Neil calls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. 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. If you wanted a new car or a … Order now from Amazon or from Barnes and Noble. Formatted according to the APA Publication Manual 7 th edition. Weapons of Math Destruction was a candidate for the National Book Award for Nonfiction in 2016. Rate it * You Rated it * 0. Similarly situated offenders should be treated similarly. Algorithms become weapons of math destruction when they are opaque, used on a big scale and do a lot of damage. If you need more information on MLA citations check out our MLA citation guide or start citing with the BibGuru MLA citation generator. 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. 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. “Weapons of Math Destruction is an urgent critique of… the rampant misuse of math in nearly every aspect of our lives.” —Boston Globe “Illuminating… [O’Neil] makes a convincing case that this reliance on algorithms has gone too far.” —The Atlantic . Cathy O’Neil’s book is important precisely because she . relevant and urgent.-- This important book empowers us to ask the tough questions, uncover the truth, and demand change. Weapons of Math Destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. [It] pithily exposes flaws in how information is used to assess everything from creditworthiness to policing tactics . Put your maths and shooting skills to the test in order to survive! For example, an algorithm that identify poor people can deny them services that help them, making them poorer. How to cite “Weapons of math destruction” by Cathy O'Neil APA citation. Weapons of Math Destruction. Simply copy it to the Works Cited page as is. 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. Subscribe Now One example is the U.S. News and World Report ranking of universities and colleges. A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life — and threaten to rip apart our social fabric. Weapons of Math Destruction. But as a tool for punishing and disenfranchising, they’re a nightmare. We also discuss how Facebook and Cambridge Analytica use our personal data in ways that may influence our voting decisions. These “weapons of math destruction” score teachers and students, sort résumés, grant (or deny) loans, evaluate workers, target voters, set parole, and monitor our health. [7], "The National Book Awards Longlist: Nonfiction", "A data scientist reveals how invisible algorithms perpetuate inequality (review of, "Weapons of Math Destruction: invisible, ubiquitous algorithms are ruining millions of lives", "When big data algorithms discriminate (review of, "Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy", https://en.wikipedia.org/w/index.php?title=Weapons_of_Math_Destruction&oldid=990540454, Creative Commons Attribution-ShareAlike License, This page was last edited on 25 November 2020, at 02:08. The models being used today are opaque, unregulated, and uncontestable, even when they’re wrong. Catherine ("Cathy") Helen O'Neil is an American mathematician and the author of the blog mathbabe.org and several books on data science, including Weapons of Math Destruction. She refers to these Big Data models as WMDs: Weapons of Math Destruction. I came up with a name for these harmful models: Weapons of Math Destruction, or WMDs for short. We discuss her book "Weapons of Math Destruction: How Big Data Increases Inequality & Threatens Democracy," and the ways in which algorithms dictate nearly every aspect of our lives, including our interactions with the criminal justice system and our elections. . There she saw the use of weapons of math destruction, a term O’Neil uses to describe “algorithms that are important, secret and destructive”. In theory, this should lead to greater fairness: Everyone is judged according to the same rules, and bias is eliminated. [It] pithily exposes flaws in how information is used to assess everything from creditworthiness to policing tactics . Weapons of Maths Destruction, a free online Arcade game brought to you by Armor Games. Add a review * Required Review * How to write a great review Do. 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. 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. 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. WEAPONS OF MATH DESTRUCTION “Weapons of Math Destruction is a fantastic, plainspoken call to arms. WEAPONS OF MATH DESTRUCTION We live in the age of the algorithm. In the meantime, she wrote a seminal book titled Weapons of Math Destruction: how big data increases inequality and threatens democracy. Mathematician and data scientist Cathy O'Neil coined a term for algorithms that are secret, important and harmful: "weapons of math destruction." MLA. The concept of parity in criminal law is important. Weapons of Math Destruction How Big Data Increases Inequality and Threatens Democracy (Book) : O'Neil, Cathy : "A former Wall Street quantitative analyst sounds an alarm on mathematical modeling, a pervasive new force in society that threatens to undermine democracy and widen inequality,"- … now Video. Kirkus Reviews praised the book for being "an unusually lucid and readable" discussion of a technical subject. This book is wise, fierce, and desperately necessary -- Jordan Ellenberg, author of How Not To Be Wrong O'Neil has become a … In the age of the algorithm, mathematical models are everywhere—on Facebook, on journalism sites like FiveThirtyEight.com, on your dating profile, and even in your doctor’s office. Mathematical models are working behind the scenes, increasing inequality and threatening our democracy. now Video. It was longlisted for the 2016 National Book Award for Nonfiction, has been widely reviewed, and won the Euler Book Prize. " Weapons of Math Destruction shines invaluable light on the invisible algorithms and complex mathematical models used by government and big business." . It was longlisted for the 2016 National Book Award for Nonfiction,[1][2][3] has been widely reviewed,[4] Download Weapons of Math Destruction Study Guide. Create a free website or blog at WordPress.com. Read an excerpt from Cathy O’Neil’s book on how Big Data increases inequality and threatens democracy. 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. 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 … WMDs ignore nuance and often rely on flawed data. 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. 1 Star - I hated it 2 Stars - I didn't like it 3 Stars - It was OK 4 Stars - I liked it 5 Stars - I loved it. . 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 … 图书Weapons of Math Destruction 介绍、书评、论坛及推荐 . Put your maths and shooting skills to the test in order to survive! Weapons of Math Destruction. In the process of doing so, she coins the initialism WMDs as logical flaws in the models that skew results in one way or another. Harlow, England: Penguin Books. But as Cathy O’Neil reveals in this urgent and necessary book, the opposite is true. 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. Welcome to the dark side of Big Data. 0 likes. Read this book using Google Play Books app on your PC, android, iOS devices. We live in the age of the algorithm. O'Neilcalls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. We live in the age of the algorithm. The … Weapons of Math Destruction has been Longlisted for the National Book Award! Here’s Bryan’s prompt. . Weapons of Math Destruction. But in the end, it’s up to us to become more savvy about the models that govern our lives. But in the end, it's up to us to become more savvy about the models that govern our lives. 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. NEW YORK TIMES BESTSELLER • A former Wall Street quant sounds the alarm on Big Data and the mathematical models that threaten to rip apart our social fabric—with a new afterword “A manual for the twenty-first-century citizen . These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters, and monitor our health. [6], In 2019, the book won the Euler Book Prize of the Mathematical Association of America. Clay Shirky from The New York Times Book Review said "O’Neil does a masterly job explaining the pervasiveness and risks of the algorithms that regulate our lives," while pointing out that "the section on solutions is weaker than the illustration of the problem."[5]. Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy - Ebook written by Cathy O'Neil. 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. . A Fair Model Local bankers used to stand tall in a town. Simply copy it to the References page as is. Algorithms in court: Useful tools or 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. relevant and urgent.”—Financial Times NATIONAL BOOK AWARD LONGLIST • NAMED ONE OF THE BEST BOOKS OF … Friday, October 30, 2020 @ 10:36 AM | By Nathan Baker Share Print Tweet Email. These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters and monitor our health. 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. Weapons of Math Destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. Finance: O’Neil explains how hedge funds like the one she worked for use math to make money. If you need more information on APA citations check out our APA citation guide or start citing with the BibGuru APA citation generator. Weapons of Math Destruction is a 2016 American book about the societal impact of algorithms, written by Cathy O'Neil. Weapons of Math Destruction by Cathy O’Neil pulls back the covers, revealing areas where math is doing harm. Download for offline reading, highlight, bookmark or take notes while you read Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy. . Weapons of Math Destruction by Cathy O’Neil explores how algorithms affect various aspects of our lives in ways that we might not expect. To qualify as a WMD, a model must: Have negative impact on people, … Download Weapons of Math Destruction Study Guide. Learn more about the hidden agendas behind the formulas. Nathan Baker: The art of criminal justice is quickly becoming a science. These chapters (actually they were last week’s) cover employment . 4 years ago; Radio; 18:45; A new book takes us inside the powerful algorithms that govern our lives. Penguin Books, 2017. The book received widespread praise for elucidating the consequences of reliance on big data models for structuring socioeconomic resources. Games are reaching a point O’Neil describes as a “weapon of math destruction”, or WMD for short. We live in the age of the algorithm. Cathy O’Neil’s book is important precisely because she believes in data science. Weapons of Math Destruction is a 2016 American book about the societal impact of algorithms, written by Cathy O'Neil. These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters and monitor our health. A Fair Model Local bankers used to stand tall in a town. Weapons of Math Destruction was a candidate for the National Book Award for Nonfiction in 2016. While Weapons of Math Destruction is full of hard truths and grim statistics, it is also accessible and even entertaining. Mathematician and data scientist Cathy O'Neil coined a term for algorithms that are secret, important and harmful: "weapons of math destruction." 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. 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. The most persuasive arguments focus on the use of predictive modeling and its use in criminal sentencing, monitoring driving habits to determine auto insurance rates, and monitoring physical fitness as part of health insurance coverage. This section dives into the financial world in search of WMDs (the titular weapons of math destruction), while continuing the book’s autobiographical theme. In theory, this should lead to greater fairness: Everyone is judged according to the same rules, and bias is eliminated. . 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. But as a tool for punishing and disenfranchising, they’re a nightmare. The funny math notebook Weapons of Math Destruction is a very popular, beautiful gift for math teachers and math fans who can do more with numbers and algebra than the majority.120 dot grid pages in 6x9 format with funny slogan, it is a great gift for nerds and geeks, children and teenagers and especially for math … 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. 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. 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. Posted on November 13, 02017 by Jason Green. About Weapons of Math Destruction. Weapons of Math Destruction has been Longlisted for the National Book Award! They controlled the money. MLA citation. now Video. 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. Weapons of Math Destruction How Big Data Increases Inequality and Threatens Democracy (eBook) : O'Neil, Cathy : NEW YORK TIMES BESTSELLER * A former Wall Street quant sounds the alarm on Big Data and the mathematical models that threaten to rip apart our social fabric--with a new afterword A manual for the twenty-first-century citizen . Downtrodden, creating a “ weapon of Math Destruction ” by Cathy O ’ Neil s! It was Longlisted for the National book Award for Nonfiction, has been for... O ’ Neil reveals in this urgent and necessary book, the won... Book Award for Nonfiction, has been Longlisted for the National book Award for Nonfiction, been. It acknowledges that models aren ’ t going away: as a tool for and! Mla handbook 8 th edition and necessary. 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