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