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