o neil cathy weapons of math destruction how big data increases inequality and threatens democracy
O`Neil Cathy Weapons of Math Destruction. How Big Data Increases Inequality and Threatens Democracy
In this New York Times bestseller, Cathy O'Neil, one of the first champions of algorithmic accountability, sounds an alarm on the mathematical models that pervade modern life - and threaten to rip apart our social fabric. We live in the age of the algorithm. Increasingly, the decisions that affect our lives - where we go to school, whether we get a loan, how much we pay for insurance - are being made not by humans, but by mathematical models. In theory, this should lead to greater fairness: everyone is judged according to the same rules, and bias is eliminated. And yet, as Cathy O'Neil reveals in this urgent and necessary book, the opposite is true. The models being used today are opaque, unregulated, and incontestable, even when they're wrong. Most troubling, they reinforce discrimination. 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. 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 modellers to take more responsibility for their algorithms and on policy makers to regulate their use. But in the end, it's up to us to become more savvy about the models that govern our lives. This important book empowers us to ask the tough questions, uncover the truth, and demand change.
1621 Руб.ONeil C. Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
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 . . . relevant and urgent."--Financial Times NATIONAL BOOK AWARD LONGLIST - NAMED ONE OF THE BEST BOOKS OF THE YEAR BY The New York Times Book Review - The Boston Globe - Wired - Fortune - Kirkus Reviews - The Guardian - Nature - On Point We live in the age of the algorithm. Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules. But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process. Welcome to the dark side of Big Data.
643 Руб.ONeil C. Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
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 . . . relevant and urgent."--Financial Times NATIONAL BOOK AWARD LONGLIST - NAMED ONE OF THE BEST BOOKS OF THE YEAR BY The New York Times Book Review - The Boston Globe - Wired - Fortune - Kirkus Reviews - The Guardian - Nature - On Point We live in the age of the algorithm. Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules. But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process. Welcome to the dark side of Big Data.
643 Руб.ONeil, Cathy Weapons of Math Destruction
In this New York Times bestseller, Cathy ONeil, one of the first champions of algorithmic accountability, sounds an alarm on the mathematical models that pervade modern life -- and threaten to rip apart our social fabric. We live in the age of the algorithm. Increasingly, the decisions that affect our lives - where we go to school, whether we get a loan, how much we pay for insurance - are being made not by humans, but by mathematical models. In theory, this should lead to greater fairness: everyone is judged according to the same rules, and bias is eliminated. And yet, as Cathy ONeil reveals in this urgent and necessary book, the opposite is true. The models being used today are opaque, unregulated, and incontestable, even when theyre wrong. Most troubling, they reinforce discrimination. Tracing the arc of a persons life, ONeil exposes the black box models that shape our future, both as individuals and as a society. These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters, and monitor our health. ONeil calls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. But in the end, its up to us to become more savvy about the models that govern our lives. This important book empowers us to ask the tough questions, uncover the truth, and demand change.
922 Руб.ONeil, Cathy Weapons of Math Destruction
In this New York Times bestseller, Cathy ONeil, one of the first champions of algorithmic accountability, sounds an alarm on the mathematical models that pervade modern life -- and threaten to rip apart our social fabric. We live in the age of the algorithm. Increasingly, the decisions that affect our lives - where we go to school, whether we get a loan, how much we pay for insurance - are being made not by humans, but by mathematical models. In theory, this should lead to greater fairness: everyone is judged according to the same rules, and bias is eliminated. And yet, as Cathy ONeil reveals in this urgent and necessary book, the opposite is true. The models being used today are opaque, unregulated, and incontestable, even when theyre wrong. Most troubling, they reinforce discrimination. Tracing the arc of a persons life, ONeil exposes the black box models that shape our future, both as individuals and as a society. These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters, and monitor our health. ONeil calls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. But in the end, its up to us to become more savvy about the models that govern our lives. This important book empowers us to ask the tough questions, uncover the truth, and demand change.
922 Руб.Wilkinson Richard, Pickett Kate The Inner Level. How More Equal Societies Reduce Stress, Restore Sanity
Why is the incidence of mental illness in the UK twice that in Germany? Why are Americans three times more likely than the Dutch to develop gambling problems? Why is child well-being so much worse in New Zealand than Japan? As this groundbreaking study demonstrates, the answer to all these hinges on inequality. In The Spirit Level Richard Wilkinson and Kate Pickett put inequality at the centre of public debate by showing conclusively that less-equal societies fare worse than more equal ones across everything from education to life expectancy. The Inner Level now explains how inequality affects us individually, how it alters how we think, feel and behave. It sets out the overwhelming evidence that material inequalities have powerful psychological effects: when the gap between rich and poor increases, so does the tendency to defi ne and value ourselves and others in terms of superiority and inferiority. A deep well of data and analysis is drawn upon to empirically show, for example, that low social status is associated with elevated levels of stress, and how rates of anxiety and depression are intimately related to the inequality which makes that status paramount. Wilkinson and Pickett describe how these responses to hierarchies evolved, and why the impacts of inequality on us are so severe. In doing so, they challenge the conception that humans are innately competitive and self-interested. They undermine, too, the idea that inequality is the product of 'natural' differences in individual ability. This book sheds new light on many of the most urgent problems facing societies today, but it is not just an index of our ills. It demonstrates that societies based on fundamental equalities, sharing and reciprocity generate much higher levels of well-being, and lays out the path towards them.
3244 Руб.Stiglitz Joseph E. People, Power, and Profits
From Nobel Prize-winning economist and bestselling author Joseph Stiglitz, this account of the dangers of free market fundamentalism reveals what has gone so wrong, but also shows us a way out. We all have the sense that our economy tilts toward big business, but as Joseph E. Stiglitz explains in People, Power and Profits, a few corporations have come to dominate entire sectors, contributing to skyrocketing inequality and slow growth. This is how the financial industry has managed to write its own regulations, tech companies have accumulated reams of personal data with little oversight, and government has negotiated trade deals that fail to represent the best interests of workers. Too many have made their wealth through exploitation of others rather than through wealth creation. If something isn't done, new technologies may make matters worse, increasing inequality and unemployment. Stiglitz identifies the true sources of wealth and increases in standards of living, based on learning, advances in science and technology, and the rule of law. He shows that the assault on the judiciary, universities, and the media undermines the very institutions that have long been the foundation of economic prosperity and democracy. Helpless though we may feel today, we are far from powerless. In fact, the economic solutions are often quite clear. We need to exploit the benefits of markets while taming their excesses, making sure that markets work for people and not the other way around. If enough rally behind this agenda for change, we can create a progressive capitalism that will recreate a shared prosperity. Stiglitz shows how a decent middle-class life can once again be attainable by all.
1453 Руб.Stiglitz J. People Power and Profits
From Nobel Prize-winning economist and bestselling author Joseph Stiglitz, this account of the dangers of free market fundamentalism reveals what has gone so wrong, but also shows us a way out. We all have the sense that our economy tilts toward big business, but as Joseph E. Stiglitz explains in People, Power and Profits, a few corporations have come to dominate entire sectors, contributing to skyrocketing inequality and slow growth. This is how the financial industry has managed to write its own regulations, tech companies have accumulated reams of personal data with little oversight, and government has negotiated trade deals that fail to represent the best interests of workers. Too many have made their wealth through exploitation of others rather than through wealth creation. If something isn’t done, new technologies may make matters worse, increasing inequality and unemployment. Stiglitz identifies the true sources of wealth and increases in standards of living, based on learning, advances in science and technology, and the rule of law. He shows that the assault on the judiciary, universities, and the media undermines the very institutions that have long been the foundation of economic prosperity and democracy. Helpless though we may feel today, we are far from powerless. In fact, the economic solutions are often quite clear. We need to exploit the benefits of markets while taming their excesses, making sure that markets work for people and not the other way around. If enough rally behind this agenda for change, we can create a progressive capitalism that will recreate a shared prosperity. Stiglitz shows how a decent middle-class life can once again be attainable by all.
711 Руб.Stiglitz J. People Power and Profits
From Nobel Prize-winning economist and bestselling author Joseph Stiglitz, this account of the dangers of free market fundamentalism reveals what has gone so wrong, but also shows us a way out. We all have the sense that our economy tilts toward big business, but as Joseph E. Stiglitz explains in People, Power and Profits, a few corporations have come to dominate entire sectors, contributing to skyrocketing inequality and slow growth. This is how the financial industry has managed to write its own regulations, tech companies have accumulated reams of personal data with little oversight, and government has negotiated trade deals that fail to represent the best interests of workers. Too many have made their wealth through exploitation of others rather than through wealth creation. If something isn’t done, new technologies may make matters worse, increasing inequality and unemployment. Stiglitz identifies the true sources of wealth and increases in standards of living, based on learning, advances in science and technology, and the rule of law. He shows that the assault on the judiciary, universities, and the media undermines the very institutions that have long been the foundation of economic prosperity and democracy. Helpless though we may feel today, we are far from powerless. In fact, the economic solutions are often quite clear. We need to exploit the benefits of markets while taming their excesses, making sure that markets work for people and not the other way around. If enough rally behind this agenda for change, we can create a progressive capitalism that will recreate a shared prosperity. Stiglitz shows how a decent middle-class life can once again be attainable by all.
711 Руб.Bartlett Jamie The People Vs Tech. How the internet is killing democracy (and how we save it)
The internet was meant to set us free. Tech has radically changed the way we live our lives. But have we unwittingly handed too much away to shadowy powers behind a wall of code, all manipulated by a handful of Silicon Valley utopians, ad men, and venture capitalists? And, in light of recent data breach scandals around companies like Facebook and Cambridge Analytica, what does that mean for democracy, our delicately balanced system of government that was created long before big data, total information and artificial intelligence? In this urgent polemic, Jamie Bartlett argues that through our unquestioning embrace of big tech, the building blocks of democracy are slowly being removed. The middle class is being eroded, sovereign authority and civil society is weakened, and we citizens are losing our critical faculties, maybe even our free will. The People Vs Tech is an enthralling account of how our fragile political system is being threatened by the digital revolution. Bartlett explains that by upholding six key pillars of democracy, we can save it before it is too late. We need to become active citizens; uphold a shared democratic culture; protect free elections; promote equality; safeguard competitive and civic freedoms; and trust in a sovereign authority. This essential book shows that the stakes couldn't be higher and that, unless we radically alter our course, democracy will join feudalism, supreme monarchies and communism as just another political experiment that quietly disappeared.
2619 Руб.Fletcher Tom The Naked Diplomat. Understanding Power and Politics in the Digital Age
Who will be in power in the 21st century? Governments? Big business? Internet titans? And how do we influence the future? Digital technology is changing power at a faster rate than any time in history. Distrust and inequality are fuelling political and economic uncertainty. The scaffolding built around the global order is fragile, and the checks and balances created over centuries to protect liberty are being tested, maybe to destruction. Tom Fletcher, the youngest senior British ambassador for two hundred years, considers how we - as governments, businesses, individuals - can survive and thrive in the twenty first century. And how we can ensure that technology can make it easier of citizens truly to take back control. Previously published as Naked Diplomacy.
2134 Руб.Veliz Carissa Privacy is Power. Why and How You Should Take Back Control of Your Data
As the data economy grows in power, Carissa Veliz exposes how our privacy is eroded by big tech and governments, why that matters and what we can do about it. 'Essential reading for those of us who click 'agree' ten times a day' - Jonathan Woolf. As the data economy grows in power, Carissa Veliz exposes how our privacy is eroded by big tech and governments, why that matters and what we can do about it. The moment you check your phone in the morning you are giving away your data. Before you've even switched off your alarm, a whole host of organisations have been alerted to when you woke up, where you slept, and with whom. As you check the weather, scroll through your 'suggested friends' on Facebook, you continually compromise your privacy. Without your permission, or even your awareness, tech companies are harvesting your information, your location, your likes, your habits, and sharing it amongst themselves. They're not just selling your data. They're selling the power to influence you. Even when you've explicitly asked them not to. And it's not just you. It's all your contacts too. Digital technology is stealing our personal data and with it our power to make free choices. To reclaim that power and democracy, we must protect our privacy. What can we do? So much is at stake. Our phones, our TVs, even our washing machines are spies in our own homes. We need new regulation. We need to pressure policy-makers for red lines on the data economy. And we need to stop sharing and to adopt privacy-friendly alternatives to Google, Facebook and other online platforms. Short, terrifying, practical: Privacy is Power highlights the implications of our laid-back attitude to data and sets out how we can take back control. If you liked The Age of Surveillance Capitalism, you'll love Privacy is Power because it provides a philosophical perspective on the politics of privacy, and it offers a very practical outlook, both for policymakers and ordinary citizens.
2353 Руб.Stiglitz Joseph E. The Price of Inequality
Nobel Laureate Joseph Stiglitz explains why we are experiencing such destructively high levels of inequality - and why this is not inevitable. The social impact of inequality is now increasingly understood - higher crime, health problems and mental illness, lower educational achievements and life expectancy. But what are the causes of inequality, why is it growing so rapidly and what are its economic and political impacts? In this exceptional book Joseph Stiglitz gives the answers. He shows how, left to their own devices, markets are neither efficient nor stable and tend to accumulate money in the hands of the few rather than engender competition, producing slower growth and lower GDP. He also demonstrates how political institutions, far from countering these trends, often enhance them. Arguing that 'another world is possible', The Price of Inequality provides a powerful, vital critique of free-market ideas.
3913 Руб.Foroohar Rana Don't Be Evil. The Case Against Big Tech
A Times Best Current Affairs Book Of The Year The award-winning Financial Times columnist exposes the threat that Big Tech poses to our democracies, our economies and ourselves 'Powerful' Sunday Times Google and Facebook receive 90% of the world's news advertising spend. Amazon takes half of all e-commerce in the US. Google and Apple operating systems run on all but 1% of cell phones globally. And 80% of corporate wealth is now held by 10% of companies - the digital titans. How did these once-idealistic and innovative companies come to manipulate elections, violate our privacy and pose a threat to the fabric of our democracy? Through her skilled reporting and unparalleled access, Rana Foroohar reveals the true extent to which the 'FAANG's (Facebook, Apple, Amazon, Netflix and Google) crush or absorb competitors, hijack our personal data and mental space and offshore their exorbitant profits. What's more, she shows how these threats to our democracies, livelihoods and minds are all intertwined. Yet Foroohar also lays out a plan for how we can resist, creating a framework that fosters innovation while protecting us from the dark side of digital technology. 'A masterful critique' Observer 'Insightful and powerfully argued' Daily Mail 'Essential reading ... whip-smart' Niall Ferguson 'Laser vision and trenchant business analysis' Shoshana Zuboff
1563 Руб.Kunze Susan Andrews Play & Learn Math. Time & Money. Learning Games and Activities to Help Build Foundational Math Skill
Of all the math skills children learn in primary grades, telling time and calculating money probably have the most relevance in their daily lives. Make learning these skills memorable with lively activities that teach how to tell time in hours, half hours, and to the nearest five minutes using both analog and digital clocks, how to identify money, compare the values of coins, and more. Perfect for math centers and small-group instruction, these fun activities meet core math standards.
1730 Руб.Townsend Donna Apple Fractions
Learn how math is useful everywhere, everyday at home and at our favorite places. Early readers make sense of real-life math in this popular series.
1177 Руб.As the data economy grows in power, Carissa Veliz exposes how our privacy is eroded by big tech and governments, why that matters and what we can do about it. 'Essential reading for those of us who click 'agree' ten times a day' - Jonathan Woolf. As the data economy grows in power, Carissa Veliz exposes how our privacy is eroded by big tech and governments, why that matters and what we can do about it. The moment you check your phone in the morning you are giving away your data. Before you've even switched off your alarm, a whole host of organisations have been alerted to when you woke up, where you slept, and with whom. As you check the weather, scroll through your 'suggested friends' on Facebook, you continually compromise your privacy. Without your permission, or even your awareness, tech companies are harvesting your information, your location, your likes, your habits, and sharing it amongst themselves. They're not just selling your data. They're selling the power to influence you. Even when you've explicitly asked them not to. And it's not just you. It's all your contacts too. Digital technology is stealing our personal data and with it our power to make free choices. To reclaim that power and democracy, we must protect our privacy. What can we do? So much is at stake. Our phones, our TVs, even our washing machines are spies in our own homes. We need new regulation. We need to pressure policy-makers for red lines on the data economy. And we need to stop sharing and to adopt privacy-friendly alternatives to Google, Facebook and other online platforms. Short, terrifying, practical: Privacy is Power highlights the implications of our laid-back attitude to data and sets out how we can take back control. If you liked The Age of Surveillance Capitalism, you'll love Privacy is Power because it provides a philosophical perspective on the politics of privacy, and it offers a very practical outlook, both for policymakers and ordinary citizens.
