“Weapons of Math Destruction is the Big Data story Silicon Valley proponents won’t tell. Please make sure to choose a rating. These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters, and monitor our health. Cathy O'Neil is a data scientist and author of the blog mathbabe.org. Average Customer Ratings. 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. Weapons of Math Destruction. 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. Welcome to the dark side of Big Data. 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. I came up with a name for these harmful models: Weapons of Math Destruction, or WMDs for short. By Stephanie Bastek | September 9, 2016 . Weapons of Math Destruction. 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]. The concept of parity in criminal law is important. There she saw the use of weapons of math destruction, a term O’Neil uses to describe “algorithms that are important, secret and destructive”. I’ve blogged about my U.S. book tour on mathbabe.org. 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. Simply copy it to the Works Cited page as is. We live in the age of the algorithm. . 图书Weapons of Math Destruction 介绍、书评、论坛及推荐 . It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. Weapons of Math Destruction. [It] pithily exposes flaws in how information is used to assess everything from creditworthiness to policing tactics . If you wanted a new car or a … 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. Friday, October 30, 2020 @ 10:36 AM | By Nathan Baker Share Print Tweet Email. O’Neil, Cathy. Share your thoughts Complete your review. Weapons of Math Destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. Subscribe Now Math provided a neat refuge from the messiness of the real world. Algorithms in court: Useful tools or weapons of math destruction? Weapons of Math Destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. ― Cathy O'Neil, Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy. now Video. 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. 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. Create a free website or blog at WordPress.com. Download Weapons of Math Destruction Study Guide. 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. 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. It acknowledges that models aren’t going away: As a tool for identifying people in difficulty, they are amazing. This section dives into the financial world in search of WMDs (the titular weapons of math destruction), while continuing the book’s autobiographical theme. But Big Data isn’t as … 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. 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. Welcome to the dark side of Big Data. Put your maths and shooting skills to the test in order to survive! Weapons of Math Destruction by Cathy O’Neil explores how algorithms affect various aspects of our lives in ways that we might not expect. Mathematical models are working behind the scenes, increasing inequality and threatening our democracy. Download Weapons of Math Destruction Study Guide. 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. 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. 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 … WEAPONS OF MATH DESTRUCTION. Mathematical models are working behind the scenes, increasing inequality and threatening our democracy. Here’s Bryan’s prompt. Weapons of Math Destruction. “Weapons of Math Destruction” (or WMDs) are Big Data models that use algorithms to make decisions. 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. Read an excerpt from Cathy O’Neil’s book on how Big Data increases inequality and threatens democracy. Penguin Books, 2017. 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. Order now from Amazon or from Barnes and Noble. Nathan Baker: The art of criminal justice is quickly becoming a science. 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 … Weapons of Maths Destruction, a free online Arcade game brought to you by Armor Games. We also discuss how Facebook and Cambridge Analytica use our personal data in ways that may influence our voting decisions. How big data increases inequality and threatens democracy. 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. . 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. relevant and urgent.-- . Similarly situated offenders should be treated similarly. 4 years ago; Radio; 18:45; A new book takes us inside the powerful algorithms that govern our lives. As the empire of big data continues to expand, Cathy O’Neil’s reminder of the need for vigilance is welcome and necessary.” Finance: O’Neil explains how hedge funds like the one she worked for use math to make money. “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 now Video. Weapons of Math Destruction makes some good points about the use and abuse of math models and big data. 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. Mathematician and data scientist Cathy O'Neil coined a term for algorithms that are secret, important and harmful: "weapons of math destruction." They are also scalable, thereby amplifying any inherent biases to affect increasingly larger populations. . Put your maths and shooting skills to the test in order to survive! 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. A Fair Model Local bankers used to stand tall in a town. WEAPONS OF MATH DESTRUCTION We live in the age of the algorithm. 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 was a candidate for the National Book Award for Nonfiction in 2016. WMDs ignore nuance and often rely on flawed data. MLA. 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. 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 as a tool for punishing and disenfranchising, they’re a nightmare. A former Wall Street quant sounds an alarm on mathematical modeling—a pervasive new force in society that threatens to undermine democracy and widen inequality. 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. 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,"- … 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 . In theory, this should lead to greater fairness: Everyone is judged according to the same rules, and bias is eliminated. MLA citation. Weapons of Math Destruction by Cathy O’Neil pulls back the covers, revealing areas where math is doing harm. Learn more about the hidden agendas behind the formulas. [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. 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. As the empire of big data continues to expand, Cathy O'Neil's reminder of the need for vigilance is welcome and necessary." Mathematician and data scientist Cathy O'Neil coined a term for algorithms that are secret, important and harmful: "weapons of math destruction." These chapters (actually they were last week’s) cover employment . Weapons of Math Destruction by Cathy O’Neil explores how algorithms affect various aspects of our lives in ways that we might not expect. . Weapons of Maths Destruction, a free online Arcade game brought to you by Armor Games. 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. Harlow, England: Penguin Books. now Video. This important book empowers us to ask the tough questions, uncover the truth, and demand change. Weapons of Math Destruction. 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. 0 likes. Weapons of Math Destruction by Cathy O’Neil pulls back the covers, revealing areas where math is doing harm. But in the end, it's up to us to become more savvy about the models that govern our lives. [6], In 2019, the book won the Euler Book Prize of the Mathematical Association of America. 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. 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 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 . 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. The models being used today are opaque, unregulated, and uncontestable, even when they’re wrong. . 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. 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 need more information on MLA citations check out our MLA citation guide or start citing with the BibGuru MLA citation generator. . 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 … Subscribe Now One example is the U.S. News and World Report ranking of universities and colleges. In the meantime, she wrote a seminal book titled Weapons of Math Destruction: how big data increases inequality and threatens democracy. Formatted according to the MLA handbook 8 th edition. relevant and urgent.”—Financial Times NATIONAL BOOK AWARD LONGLIST • NAMED ONE OF THE BEST BOOKS OF … Add a review * Required Review * How to write a great review Do. Models are propping up the lucky and punishing the downtrodden, creating a “toxic cocktail for democracy.”. About Weapons of Math Destruction. Weapons of Math Destruction is a 2016 American book about the societal impact of algorithms, written by Cathy O'Neil. We live in the age of the algorithm. Games are reaching a point O’Neil describes as a “weapon of math destruction”, or WMD for short. " Weapons of Math Destruction shines invaluable light on the invisible algorithms and complex mathematical models used by government and big business." The … [It] pithily exposes flaws in how information is used to assess everything from creditworthiness to policing tactics . . Models are propping up the lucky and punishing the downtrodden, creating a “toxic cocktail for democracy.” Welcome to the dark side of Big Data. The book received widespread praise for elucidating the consequences of reliance on big data models for structuring socioeconomic resources. . 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. Recommended for you. On the hiring side, I’m not sure whether algorithmic arbitrariness or human arbitrariness is worse. 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. This book is wise, fierce, and desperately necessary -- Jordan Ellenberg, author of How Not To Be Wrong O'Neil has become a … These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters and monitor our health. and won the Euler Book Prize. She refers to these Big Data models as WMDs: Weapons of Math Destruction. Weapons of Math Destruction. O'Neil calls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. Weapons of Math Destruction was a candidate for the National Book Award for Nonfiction in 2016. Weapons of Math Destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. Download for offline reading, highlight, bookmark or take notes while you read Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy. A former Wall Street quant sounds an alarm on the mathematical models that pervade modern life — and threaten to rip apart our social fabric. O'Neilcalls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. 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 Part 4. But as a tool for punishing and disenfranchising, they’re a nightmare. by Cathy O'Neil. . . “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… These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters, and monitor our health. We live in the age of the algorithm. This includes applying historical data models to the present and future. She posits that these problematic mathematical tools share three key features: they are opaque, unregulated, and difficult to contest. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. 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. They controlled the money. 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. Simply copy it to the References page as is. Kirkus Reviews praised the book for being "an unusually lucid and readable" discussion of a technical subject. 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. Games are reaching a point O’Neil describes as a “weapon of math destruction”, or WMD for short. To qualify as a WMD, a model must: Have negative impact on people, … Rate it * You Rated it * 0. It was longlisted for the 2016 National Book Award for Nonfiction,[1][2][3] has been widely reviewed,[4] How to cite “Weapons of math destruction” by Cathy O'Neil APA citation. 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. For example, an algorithm that identify poor people can deny them services that help them, making them poorer. O'Neil calls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. Weapons of Math Destruction has been Longlisted for the National Book Award! Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy - Ebook written by Cathy O'Neil. WEAPONS OF MATH DESTRUCTION “Weapons of Math Destruction is a fantastic, plainspoken call to arms. "Weapons of Math Destruction is the Big Data story Silicon Valley proponents won't tell. 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 provides a handy map to a few of the many areas of our lives over which invisible algorithms have gained some control. Overall . . 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 … Not all algorithms are bad, obviously. WEAPONS OF MATH DESTRUCTION “Weapons of Math Destruction is a fantastic, plainspoken call to arms. O’Neil calls on modelers to take more responsibility for their algorithms and on policy makers to regulate their use. But as Cathy O’Neil reveals in this urgent and necessary book, the opposite is true. . 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. Algorithms become weapons of math destruction when they are opaque, used on a big scale and do a lot of damage. Posted on November 13, 02017 by Jason Green. Read this book using Google Play Books app on your PC, android, iOS devices. Cathy O’Neil’s book is important precisely because she These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters and monitor our health. We live in the age of the algorithm. Tell readers what you thought by rating and reviewing this book. In theory, this should lead to greater fairness: Everyone is judged according to the same rules, and bias is eliminated. (Astra Taylor, author of The People's Platform) What listeners say about Weapons of Math Destruction. Formatted according to the APA Publication Manual 7 th edition. A Fair Model Local bankers used to stand tall in a town. While Weapons of Math Destruction is full of hard truths and grim statistics, it is also accessible and even entertaining. . Weapons of Math Destruction has been Longlisted for the National Book Award! 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. But in the end, it’s up to us to become more savvy about the models that govern our lives. I came up with a name for these harmful models: Weapons of Math Destruction, or WMDs for short. It acknowledges that models aren’t going away: As a tool for identifying people in difficulty, they are amazing. Cathy O’Neil’s book is important precisely because she believes in data science. 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