Weapons Of Math Destruction

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Weapons of Math Destruction

Weapons of Math Destruction Pdf/ePub eBook Author:
Editor: Crown
ISBN: 0553418823
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Weapons of Math Destruction by Summary

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.

Doing Data Science

Doing Data Science Pdf/ePub eBook Author: Cathy O'Neil,Rachel Schutt
Editor: \"O\'Reilly Media, Inc.\"
ISBN: 144936389X
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Doing Data Science by Cathy O'Neil,Rachel Schutt Summary

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

SUMMARY - Weapons Of Math Destruction: How Big Data Increases Inequality And Threatens Democracy By Cathy O’Neil

SUMMARY - Weapons Of Math Destruction: How Big Data Increases Inequality And Threatens Democracy By Cathy O’Neil Pdf/ePub eBook Author: Shortcut Edition
Editor: Shortcut Edition
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SUMMARY - Weapons Of Math Destruction: How Big Data Increases Inequality And Threatens Democracy By Cathy O’Neil by Shortcut Edition Summary

* Our summary is short, simple and pragmatic. It allows you to have the essential ideas of a big book in less than 30 minutes. By reading this summary, you will discover that mathematical models, and more particularly algorithms coupled with information systems, may increase inequalities and threaten democracies. You will also discover that : mathematical models are not neutral, but hide ideologies and personal interests; algorithms promise efficiency and lowest cost, but increase inequalities and injustices; mathematical formulas affect your life choices; your personal data are weapons used by the giants of Tech. At a time when algorithms are king, the decisions that affect your life - which school to go to, which loan to take out - are no longer made by humans, but by mathematical models. In theory, this should promote fairness: everyone is judged by the same level of value. Mathematician Cathy O'Neil argues the opposite. These opaque, unregulated models can cause irreparable damage, like the mortgage payments of American households during the subprime crisis in 2007. Worse: they accentuate discrimination. For example, a student from a modest background who cannot obtain a loan - too risky - will never have access to quality education. These mathematical models support the lucky ones and disadvantage the oppressed: welcome to the dark side of big data, the exponential growth of digital data! *Buy now the summary of this book for the modest price of a cup of coffee!

Not Even Wrong

Not Even Wrong Pdf/ePub eBook Author: Peter Woit
Editor: Random House
ISBN: 1446443019
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Not Even Wrong by Peter Woit Summary

Not Even Wrong is a fascinating exploration of our attempts to come to grips with perhaps the most intellectually demanding puzzle of all: how does the universe work at its most fundamnetal level? The book begins with an historical survey of the experimental and theoretical developments that led to the creation of the phenomenally successful 'Standard Model' of particle physics around 1975. Despite its successes, the Standard Model does not answer all the key questions and physicists continuing search for answers led to the development of superstring theory. However, after twenty years, superstring theory has failed to advance beyond the Standard Model. The absence of experimental evidence is at the core of this controversial situation which means that it is impossible to prove that superstring theory is either right or wrong. To date, only the arguments of the theory's advocates have received much publicity. Not Even Wrong provides readers with another side of the story.

The Ethical Algorithm

The Ethical Algorithm Pdf/ePub eBook Author: Michael Kearns,Aaron Roth
Editor: Oxford University Press
ISBN: 0190948213
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The Ethical Algorithm by Michael Kearns,Aaron Roth Summary

Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.

Artificial Unintelligence

Artificial Unintelligence Pdf/ePub eBook Author: Meredith Broussard
Editor: MIT Press
ISBN: 0262346745
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Artificial Unintelligence by Meredith Broussard Summary

A guide to understanding the inner workings and outer limits of technology and why we should never assume that computers always get it right. In Artificial Unintelligence, Meredith Broussard argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly designed systems. We are so eager to do everything digitally—hiring, driving, paying bills, even choosing romantic partners—that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guide to understanding the inner workings and outer limits of technology—and issues a warning that we should never assume that computers always get things right. Making a case against technochauvinism—the belief that technology is always the solution—Broussard argues that it's just not true that social problems would inevitably retreat before a digitally enabled Utopia. To prove her point, she undertakes a series of adventures in computer programming. She goes for an alarming ride in a driverless car, concluding “the cyborg future is not coming any time soon”; uses artificial intelligence to investigate why students can't pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software. If we understand the limits of what we can do with technology, Broussard tells us, we can make better choices about what we should do with it to make the world better for everyone.

Math on Trial

Math on Trial Pdf/ePub eBook Author: Leila Schneps,Coralie Colmez
Editor: Basic Books
ISBN: 0465037941
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Math on Trial by Leila Schneps,Coralie Colmez Summary

In the wrong hands, math can be deadly. Even the simplest numbers can become powerful forces when manipulated by politicians or the media, but in the case of the law, your liberty -- and your life -- can depend on the right calculation. In Math on Trial, mathematicians Leila Schneps and Coralie Colmez describe ten trials spanning from the nineteenth century to today, in which mathematical arguments were used -- and disastrously misused -- as evidence. They tell the stories of Sally Clark, who was accused of murdering her children by a doctor with a faulty sense of calculation; of nineteenth-century tycoon Hetty Green, whose dispute over her aunt's will became a signal case in the forensic use of mathematics; and of the case of Amanda Knox, in which a judge's misunderstanding of probability led him to discount critical evidence -- which might have kept her in jail. Offering a fresh angle on cases from the nineteenth-century Dreyfus affair to the murder trial of Dutch nurse Lucia de Berk, Schneps and Colmez show how the improper application of mathematical concepts can mean the difference between walking free and life in prison. A colorful narrative of mathematical abuse, Math on Trial blends courtroom drama, history, and math to show that legal expertise isn't't always enough to prove a person innocent.

Humble Pi

Humble Pi Pdf/ePub eBook Author: Matt Parker
Editor: Penguin
ISBN: 0593084705
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Humble Pi by Matt Parker Summary

#1 INTERNATIONAL BESTSELLER AN ADAM SAVAGE BOOK CLUB PICK The book-length answer to anyone who ever put their hand up in math class and asked, “When am I ever going to use this in the real world?” “Fun, informative, and relentlessly entertaining, Humble Pi is a charming and very readable guide to some of humanity's all-time greatest miscalculations—that also gives you permission to feel a little better about some of your own mistakes.” —Ryan North, author of How to Invent Everything Our whole world is built on math, from the code running a website to the equations enabling the design of skyscrapers and bridges. Most of the time this math works quietly behind the scenes . . . until it doesn’t. All sorts of seemingly innocuous mathematical mistakes can have significant consequences. Math is easy to ignore until a misplaced decimal point upends the stock market, a unit conversion error causes a plane to crash, or someone divides by zero and stalls a battleship in the middle of the ocean. Exploring and explaining a litany of glitches, near misses, and mathematical mishaps involving the internet, big data, elections, street signs, lotteries, the Roman Empire, and an Olympic team, Matt Parker uncovers the bizarre ways math trips us up, and what this reveals about its essential place in our world. Getting it wrong has never been more fun.

The Oxford Handbook of Ethics of AI

The Oxford Handbook of Ethics of AI Pdf/ePub eBook Author: Markus D. Dubber,Frank Pasquale,Sunit Das
Editor: Oxford University Press
ISBN: 0190067403
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The Oxford Handbook of Ethics of AI by Markus D. Dubber,Frank Pasquale,Sunit Das Summary

This volume tackles a quickly-evolving field of inquiry, mapping the existing discourse as part of a general attempt to place current developments in historical context; at the same time, breaking new ground in taking on novel subjects and pursuing fresh approaches. The term "A.I." is used to refer to a broad range of phenomena, from machine learning and data mining to artificial general intelligence. The recent advent of more sophisticated AI systems, which function with partial or full autonomy and are capable of tasks which require learning and 'intelligence', presents difficult ethical questions, and has drawn concerns from many quarters about individual and societal welfare, democratic decision-making, moral agency, and the prevention of harm. This work ranges from explorations of normative constraints on specific applications of machine learning algorithms today-in everyday medical practice, for instance-to reflections on the (potential) status of AI as a form of consciousness with attendant rights and duties and, more generally still, on the conceptual terms and frameworks necessarily to understand tasks requiring intelligence, whether "human" or "A.I."

Shape

Shape Pdf/ePub eBook Author: Jordan Ellenberg
Editor: Penguin
ISBN: 1984879065
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Shape by Jordan Ellenberg Summary

An instant New York Times Bestseller! “Unreasonably entertaining . . . reveals how geometric thinking can allow for everything from fairer American elections to better pandemic planning.” —The New York Times From the New York Times-bestselling author of How Not to Be Wrong—himself a world-class geometer—a far-ranging exploration of the power of geometry, which turns out to help us think better about practically everything. How should a democracy choose its representatives? How can you stop a pandemic from sweeping the world? How do computers learn to play Go, and why is learning Go so much easier for them than learning to read a sentence? Can ancient Greek proportions predict the stock market? (Sorry, no.) What should your kids learn in school if they really want to learn to think? All these are questions about geometry. For real. If you're like most people, geometry is a sterile and dimly remembered exercise you gladly left behind in the dust of ninth grade, along with your braces and active romantic interest in pop singers. If you recall any of it, it's plodding through a series of miniscule steps only to prove some fact about triangles that was obvious to you in the first place. That's not geometry. Okay, it is geometry, but only a tiny part, which has as much to do with geometry in all its flush modern richness as conjugating a verb has to do with a great novel. Shape reveals the geometry underneath some of the most important scientific, political, and philosophical problems we face. Geometry asks: Where are things? Which things are near each other? How can you get from one thing to another thing? Those are important questions. The word "geometry"comes from the Greek for "measuring the world." If anything, that's an undersell. Geometry doesn't just measure the world—it explains it. Shape shows us how.

Algorithms of Oppression

Algorithms of Oppression Pdf/ePub eBook Author: Safiya Umoja Noble
Editor: NYU Press
ISBN: 1479866768
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Algorithms of Oppression by Safiya Umoja Noble Summary

As seen in Wired and Time A revealing look at how negative biases against women of color are embedded in search engine results and algorithms Run a Google search for “black girls”—what will you find? “Big Booty” and other sexually explicit terms are likely to come up as top search terms. But, if you type in “white girls,” the results are radically different. The suggested porn sites and un-moderated discussions about “why black women are so sassy” or “why black women are so angry” presents a disturbing portrait of black womanhood in modern society. In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination is a real social problem; Noble argues that the combination of private interests in promoting certain sites, along with the monopoly status of a relatively small number of Internet search engines, leads to a biased set of search algorithms that privilege whiteness and discriminate against people of color, specifically women of color. Through an analysis of textual and media searches as well as extensive research on paid online advertising, Noble exposes a culture of racism and sexism in the way discoverability is created online. As search engines and their related companies grow in importance—operating as a source for email, a major vehicle for primary and secondary school learning, and beyond—understanding and reversing these disquieting trends and discriminatory practices is of utmost importance. An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding of how racism is created, maintained, and disseminated in the 21st century. Safiya Noble discusses search engine bias in an interview with USC Annenberg School for Communication and Journalism

Maps and Legends

Maps and Legends Pdf/ePub eBook Author: Michael Chabon
Editor: Open Road Media
ISBN: 1453234136
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Maps and Legends by Michael Chabon Summary

The Pulitzer Prize winner explores the literary joys of sci-fi and superheroes, gumshoes and goblins, and the stories that bring us together. “I read for entertainment, and I write to entertain. Period.” Such is the manifesto of Michael Chabon, an author of indisputable literary renown who maintains a fierce appreciation of the seductive arts of so-called “genre” fiction. In this lively collection of sixteen critical and personal essays, the author of The Amazing Adventures of Kavalier & Clay champions the cause of westerns, horror, and all the stories, comics, and pulp fiction that get pushed aside when literary discussion turns serious. Whether he’s taking up Superman or Sherlock Holmes, Poe or Proust, Chabon makes it his emphatic mission to explore the reasons we tell one another tales. Throughout, Chabon reveals his own blooming as a writer, from The Mysteries of Pittsburgh to The Yiddish Policeman’s Union. He is living proof of his theory that the stories that give us great pleasure are in many ways our truest, best art—the building blocks of our shared imagination—and in Maps and Legends, he “makes an inviting case for bridging the gap between popular and literary writing” (O, The Oprah Magazine). This ebook features a biography of the author.

Hand to Mouth

Hand to Mouth Pdf/ePub eBook Author: Linda Tirado
Editor: Penguin
ISBN: 069817528X
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Hand to Mouth by Linda Tirado Summary

One of the Best 5 Books of 2014 — Esquire "I’ve been waiting for this book for a long time. Well, not this book, because I never imagined that the book I was waiting for would be so devastatingly smart and funny, so consistently entertaining and unflinchingly on target. In fact, I would like to have written it myself – if, that is, I had lived Linda Tirado’s life and extracted all the hard lessons she has learned. I am the author of Nickel and Dimed, which tells the story of my own brief attempt, as a semi-undercover journalist, to survive on low-wage retail and service jobs. Tirado is the real thing." —from the foreword by Barbara Ehrenreich, New York Times bestselling author of Nickel and Dimed We in America have certain ideas of what it means to be poor. Linda Tirado, in her signature brutally honest yet personable voice, takes all of these preconceived notions and smashes them to bits. She articulates not only what it is to be working poor in America (yes, you can be poor and live in a house and have a job, even two), but what poverty is truly like—on all levels. Frankly and boldly, Tirado discusses openly how she went from lower-middle class, to sometimes middle class, to poor and everything in between, and in doing so reveals why “poor people don’t always behave the way middle-class America thinks they should.”

Against the Day

Against the Day Pdf/ePub eBook Author: Thomas Pynchon
Editor: Penguin
ISBN: 1101594667
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Against the Day by Thomas Pynchon Summary

A New York Times Notable Book of the Year, a Washington Post Best Book of the Year Spanning the era between the Chicago World’s Fair of 1893 and the years just after World War I, and constantly moving between locations across the globe (and to a few places not strictly speaking on the map at all), Against the Day unfolds with a phantasmagoria of characters that includes anarchists, balloonists, gamblers, drug enthusiasts, mathematicians, mad scientists, shamans, spies, and hired guns. As an era of uncertainty comes crashing down around their ears and an unpredictable future commences, these folks are mostly just trying to pursue their lives. Sometimes they manage to catch up; sometimes it’s their lives that pursue them.

Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech

Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech Pdf/ePub eBook Author: Sara Wachter-Boettcher
Editor: W. W. Norton & Company
ISBN: 0393634647
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Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech by Sara Wachter-Boettcher Summary

“An entertaining romp that tells us where and why the tech industry, once America’s darling, went wrong, and what it might do to recover its good graces.” —Tim Wu, author of The Master Switch Buying groceries, tracking our health, finding a date: whatever we want to do, odds are that we can now do it online. But few of us realize just how many oversights, biases, and downright ethical nightmares are baked inside the tech products we use every day. It’s time we change that. In Technically Wrong, Sara Wachter-Boettcher demystifies the tech industry, leaving those of us on the other side of the screen better prepared to make informed choices about the services we use—and to demand more from the companies behind them. A Wired Top Tech Book of the Year A Fast Company Best Business and Leadership Book of the Year

The Frontiers of Knowledge

The Frontiers of Knowledge Pdf/ePub eBook Author: A. C. Grayling
Editor: Penguin UK
ISBN: 0241980879
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The Frontiers of Knowledge by A. C. Grayling Summary

'Grayling brings satisfying order to daunting subjects' Steven Pinker _________________________ In very recent times humanity has learnt a vast amount about the universe, the past, and itself. But through our remarkable successes in acquiring knowledge we have learned how much we have yet to learn: the science we have, for example, addresses just 5 per cent of the universe; pre-history is still being revealed, with thousands of historical sites yet to be explored; and the new neurosciences of mind and brain are just beginning. What do we know, and how do we know it? What do we now know that we don't know? And what have we learnt about the obstacles to knowing more? In a time of deepening battles over what knowledge and truth mean, these questions matter more than ever. Bestselling polymath and philosopher A. C. Grayling seeks to answer them in three crucial areas at the frontiers of knowledge: science, history and psychology. A remarkable history of science, life on earth, and the human mind itself, this is a compelling and fascinating tour de force, written with verve, clarity and remarkable breadth of knowledge. _________________________ 'Remarkable, readable and authoritative. How he has mastered so much, so thoroughly, is nothing short of amazing' Lawrence M. Krauss, author of A Universe from Nothing 'This book hums with the excitement of the great human project of discovery' Adam Zeman, author of Aphantasia

How Not to Be Wrong

How Not to Be Wrong Pdf/ePub eBook Author: Jordan Ellenberg
Editor: Penguin
ISBN: 0698163842
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How Not to Be Wrong by Jordan Ellenberg Summary

“Witty, compelling, and just plain fun to read . . ." —Evelyn Lamb, Scientific American The Freakonomics of math—a math-world superstar unveils the hidden beauty and logic of the world and puts its power in our hands The math we learn in school can seem like a dull set of rules, laid down by the ancients and not to be questioned. In How Not to Be Wrong, Jordan Ellenberg shows us how terribly limiting this view is: Math isn’t confined to abstract incidents that never occur in real life, but rather touches everything we do—the whole world is shot through with it. Math allows us to see the hidden structures underneath the messy and chaotic surface of our world. It’s a science of not being wrong, hammered out by centuries of hard work and argument. Armed with the tools of mathematics, we can see through to the true meaning of information we take for granted: How early should you get to the airport? What does “public opinion” really represent? Why do tall parents have shorter children? Who really won Florida in 2000? And how likely are you, really, to develop cancer? How Not to Be Wrong presents the surprising revelations behind all of these questions and many more, using the mathematician’s method of analyzing life and exposing the hard-won insights of the academic community to the layman—minus the jargon. Ellenberg chases mathematical threads through a vast range of time and space, from the everyday to the cosmic, encountering, among other things, baseball, Reaganomics, daring lottery schemes, Voltaire, the replicability crisis in psychology, Italian Renaissance painting, artificial languages, the development of non-Euclidean geometry, the coming obesity apocalypse, Antonin Scalia’s views on crime and punishment, the psychology of slime molds, what Facebook can and can’t figure out about you, and the existence of God. Ellenberg pulls from history as well as from the latest theoretical developments to provide those not trained in math with the knowledge they need. Math, as Ellenberg says, is “an atomic-powered prosthesis that you attach to your common sense, vastly multiplying its reach and strength.” With the tools of mathematics in hand, you can understand the world in a deeper, more meaningful way. How Not to Be Wrong will show you how.

What Algorithms Want

What Algorithms Want Pdf/ePub eBook Author: Ed Finn
Editor: MIT Press
ISBN: 026233884X
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What Algorithms Want by Ed Finn Summary

The gap between theoretical ideas and messy reality, as seen in Neal Stephenson, Adam Smith, and Star Trek. We depend on—we believe in—algorithms to help us get a ride, choose which book to buy, execute a mathematical proof. It's as if we think of code as a magic spell, an incantation to reveal what we need to know and even what we want. Humans have always believed that certain invocations—the marriage vow, the shaman's curse—do not merely describe the world but make it. Computation casts a cultural shadow that is shaped by this long tradition of magical thinking. In this book, Ed Finn considers how the algorithm—in practical terms, “a method for solving a problem”—has its roots not only in mathematical logic but also in cybernetics, philosophy, and magical thinking. Finn argues that the algorithm deploys concepts from the idealized space of computation in a messy reality, with unpredictable and sometimes fascinating results. Drawing on sources that range from Neal Stephenson's Snow Crash to Diderot's Encyclopédie, from Adam Smith to the Star Trek computer, Finn explores the gap between theoretical ideas and pragmatic instructions. He examines the development of intelligent assistants like Siri, the rise of algorithmic aesthetics at Netflix, Ian Bogost's satiric Facebook game Cow Clicker, and the revolutionary economics of Bitcoin. He describes Google's goal of anticipating our questions, Uber's cartoon maps and black box accounting, and what Facebook tells us about programmable value, among other things. If we want to understand the gap between abstraction and messy reality, Finn argues, we need to build a model of “algorithmic reading” and scholarship that attends to process, spearheading a new experimental humanities.

Do Dice Play God?

Do Dice Play God? Pdf/ePub eBook Author: Ian Stewart
Editor: Basic Books
ISBN: 1541699467
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Do Dice Play God? by Ian Stewart Summary

A celebrated mathematician explores how math helps us make sense of the unpredictable We would like to believe we can know things for certain. We want to be able to figure out who will win an election, if the stock market will crash, or if a suspect definitely committed a crime. But the odds are not in our favor. Life is full of uncertainty --- indeed, scientific advances indicate that the universe might be fundamentally inexact --- and humans are terrible at guessing. When asked to predict the outcome of a chance event, we are almost always wrong. Thankfully, there is hope. As award-winning mathematician Ian Stewart reveals, over the course of history, mathematics has given us some of the tools we need to better manage the uncertainty that pervades our lives. From forecasting, to medical research, to figuring out how to win Let's Make a Deal, Do Dice Play God? is a surprising and satisfying tour of what we can know, and what we never will.

In AI We Trust

In AI We Trust Pdf/ePub eBook Author: Helga Nowotny
Editor: John Wiley & Sons
ISBN: 1509548823
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In AI We Trust by Helga Nowotny Summary

One of the most persistent concerns about the future is whether it will be dominated by the predictive algorithms of AI – and, if so, what this will mean for our behaviour, for our institutions and for what it means to be human. AI changes our experience of time and the future and challenges our identities, yet we are blinded by its efficiency and fail to understand how it affects us. At the heart of our trust in AI lies a paradox: we leverage AI to increase our control over the future and uncertainty, while at the same time the performativity of AI, the power it has to make us act in the ways it predicts, reduces our agency over the future. This happens when we forget that that we humans have created the digital technologies to which we attribute agency. These developments also challenge the narrative of progress, which played such a central role in modernity and is based on the hubris of total control. We are now moving into an era where this control is limited as AI monitors our actions, posing the threat of surveillance, but also offering the opportunity to reappropriate control and transform it into care. As we try to adjust to a world in which algorithms, robots and avatars play an ever-increasing role, we need to understand better the limitations of AI and how their predictions affect our agency, while at the same time having the courage to embrace the uncertainty of the future.

Blood on the Border

Blood on the Border Pdf/ePub eBook Author: Roxanne Dunbar-Ortiz
Editor: University of Oklahoma Press
ISBN: 0806156430
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Blood on the Border by Roxanne Dunbar-Ortiz Summary

Human rights activist and historian Roxanne Dunbar-Ortiz has been described as “a force of nature on the page and off.” That force is fully present in Blood on the Border, the third in her acclaimed series of memoirs. Seamlessly blending the personal and the political, Blood on the Border is Dunbar-Ortiz’s firsthand account of the decade-long dirty war pursued by the Contras and the United States against the people of Nicaragua. With the 1981 bombing of a Nicaraguan plane in Mexico City—a plane Dunbar-Ortiz herself would have been on if not for a delay—the US-backed Contras (short for los contrarrevolucionarios) launched a major offensive against Nicaragua’s Sandinista regime, which the Reagan administration labeled as communist. While her rich political analysis of the US-Nicaraguan relationship bears the mark of a trained historian, Dunbar-Ortiz also writes from her perspective as an intrepid activist who spent months at a time throughout the 1980s in the war-torn country, especially in the remote northeastern region, where the Indigenous Miskitu people were relentlessly assailed and nearly wiped out by CIA-trained Contra mercenaries. She makes painfully clear the connections between what many US Americans today remember only vaguely as the Iran-Contra “affair” and ongoing US aggression in the Americas, the Middle East, and around the world—connections made even more explicit in a new afterword written for this edition. A compelling, important, and sobering story on its own, Blood on the Border offers a deeply informed, closely observed, and heartfelt view of history in the making.

Automating Inequality

Automating Inequality Pdf/ePub eBook Author: Virginia Eubanks
Editor: St. Martin\'s Press
ISBN: 1466885963
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Automating Inequality by Virginia Eubanks Summary

WINNER: The 2018 McGannon Center Book Prize and shortlisted for the Goddard Riverside Stephan Russo Book Prize for Social Justice The New York Times Book Review: "Riveting." Naomi Klein: "This book is downright scary." Ethan Zuckerman, MIT: "Should be required reading." Dorothy Roberts, author of Killing the Black Body: "A must-read." Astra Taylor, author of The People's Platform: "The single most important book about technology you will read this year." Cory Doctorow: "Indispensable." A powerful investigative look at data-based discrimination—and how technology affects civil and human rights and economic equity The State of Indiana denies one million applications for healthcare, foodstamps and cash benefits in three years—because a new computer system interprets any mistake as “failure to cooperate.” In Los Angeles, an algorithm calculates the comparative vulnerability of tens of thousands of homeless people in order to prioritize them for an inadequate pool of housing resources. In Pittsburgh, a child welfare agency uses a statistical model to try to predict which children might be future victims of abuse or neglect. Since the dawn of the digital age, decision-making in finance, employment, politics, health and human services has undergone revolutionary change. Today, automated systems—rather than humans—control which neighborhoods get policed, which families attain needed resources, and who is investigated for fraud. While we all live under this new regime of data, the most invasive and punitive systems are aimed at the poor. In Automating Inequality, Virginia Eubanks systematically investigates the impacts of data mining, policy algorithms, and predictive risk models on poor and working-class people in America. The book is full of heart-wrenching and eye-opening stories, from a woman in Indiana whose benefits are literally cut off as she lays dying to a family in Pennsylvania in daily fear of losing their daughter because they fit a certain statistical profile. The U.S. has always used its most cutting-edge science and technology to contain, investigate, discipline and punish the destitute. Like the county poorhouse and scientific charity before them, digital tracking and automated decision-making hide poverty from the middle-class public and give the nation the ethical distance it needs to make inhumane choices: which families get food and which starve, who has housing and who remains homeless, and which families are broken up by the state. In the process, they weaken democracy and betray our most cherished national values. This deeply researched and passionate book could not be more timely.

Data versus Democracy

Data versus Democracy Pdf/ePub eBook Author: Kris Shaffer
Editor: Apress
ISBN: 1484245407
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Data versus Democracy by Kris Shaffer Summary

Human attention is in the highest demand it has ever been. The drastic increase in available information has compelled individuals to find a way to sift through the media that is literally at their fingertips. Content recommendation systems have emerged as the technological solution to this social and informational problem, but they’ve also created a bigger crisis in confirming our biases by showing us only, and exactly, what it predicts we want to see. Data versus Democracy investigates and explores how, in the era of social media, human cognition, algorithmic recommendation systems, and human psychology are all working together to reinforce (and exaggerate) human bias. The dangerous confluence of these factors is driving media narratives, influencing opinions, and possibly changing election results. In this book, algorithmic recommendations, clickbait, familiarity bias, propaganda, and other pivotal concepts are analyzed and then expanded upon via fascinating and timely case studies: the 2016 US presidential election, Ferguson, GamerGate, international political movements, and more events that come to affect every one of us. What are the implications of how we engage with information in the digital age? Data versus Democracy explores this topic and an abundance of related crucial questions. We live in a culture vastly different from any that has come before. In a society where engagement is currency, we are the product. Understanding the value of our attention, how organizations operate based on this concept, and how engagement can be used against our best interests is essential in responsibly equipping ourselves against the perils of disinformation. Who This Book Is For Individuals who are curious about how social media algorithms work and how they can be manipulated to influence culture. Social media managers, data scientists, data administrators, and educators will find this book particularly relevant to their work.

The Real World of Technology

The Real World of Technology Pdf/ePub eBook Author: Ursula Franklin
Editor: House of Anansi
ISBN: 0887848915
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The Real World of Technology by Ursula Franklin Summary

In this expanded edition of her bestselling 1989 CBC Massey Lectures, renowned scientist and humanitarian Ursula M. Franklin examines the impact of technology upon our lives and addresses the extraordinary changes since The Real World of Technology was first published. In four new chapters, Franklin tackles contentious issues, such as the dilution of privacy and intellectual property rights, the impact of the current technology on government and governance, the shift from consumer capitalism to investment capitalism, and the influence of the Internet upon the craft of writing.

Artificial You

Artificial You Pdf/ePub eBook Author: Susan Schneider
Editor: Princeton University Press
ISBN: 0691197776
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Artificial You by Susan Schneider Summary

A sober-minded philosophical exploration of what AI can and cannot achieve Humans may not be Earth’s most intelligent species for much longer: the world champions of chess, Go, and Jeopardy! are now all AIs. Given the rapid pace of progress in AI, many predict that it could advance to human-level intelligence within the next several decades. From there, it could quickly outpace human intelligence. What do these developments mean for the future of the mind? In Artificial You, Susan Schneider says that it is inevitable that AI will take intelligence in new directions, but urges that it is up to us to carve out a sensible path forward. As AI technology turns inward, reshaping the brain, as well as outward, potentially creating machine minds, it is crucial to beware. Homo sapiens, as mind designers, will be playing with "tools" they do not understand how to use: the self, the mind, and consciousness. Schneider argues that an insufficient grasp of the nature of these entities could undermine the use of AI and brain enhancement technology, bringing about the demise or suffering of conscious beings. To flourish, we must grasp the philosophical issues lying beneath the algorithms. At the heart of her exploration is a sober-minded discussion of what AI can truly achieve: Can robots really be conscious? Can we merge with AI, as tech leaders like Elon Musk and Ray Kurzweil suggest? Is the mind just a program? Examining these thorny issues, Schneider proposes ways we can test for machine consciousness, questions whether consciousness is an unavoidable byproduct of sophisticated intelligence, and considers the overall dangers of creating machine minds.

Data-ism

Data-ism Pdf/ePub eBook Author: Steve Lohr
Editor: Harper Collins
ISBN: 0062226835
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Data-ism by Steve Lohr Summary

By one estimate, 90 percent of all of the data in history was created in the last two years. In 2014, International Data Corporation calculated the data universe at 4.4 zettabytes, or 4.4 trillion gigabytes. That much information, in volume, could fill enough slender iPad Air tablets to create a stack two-thirds of the way to the moon. Now, that's Big Data. Coal, iron ore, and oil were the key productive assets that fueled the Industrial Revolution. The vital raw material of today's information economy is data. In Data-ism, New York Times reporter Steve Lohr explains how big-data technology is ushering in a revolution in proportions that promise to be the basis of the next wave of efficiency and innovation across the economy. But more is at work here than technology. Big data is also the vehicle for a point of view, or philosophy, about how decisions will be—and perhaps should be—made in the future. Lohr investigates the benefits of data while also examining its dark side. Data-ism is about this next phase, in which vast Internet-scale data sets are used for discovery and prediction in virtually every field. It shows how this new revolution will change decision making—by relying more on data and analysis, and less on intuition and experience—and transform the nature of leadership and management. Focusing on young entrepreneurs at the forefront of data science as well as on giant companies such as IBM that are making big bets on data science for the future of their businesses, Data-ism is a field guide to what is ahead, explaining how individuals and institutions will need to exploit, protect, and manage data to stay competitive in the coming years. With rich examples of how the rise of big data is affecting everyday life, Data-ism also raises provocative questions about policy and practice that have wide implications for everyone. The age of data-ism is here. But are we ready to handle its consequences, good and bad?

The Collective

The Collective Pdf/ePub eBook Author: Alison Gaylin
Editor: HarperCollins
ISBN: 0063000938
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The Collective by Alison Gaylin Summary

The USA Today bestselling and Edgar Award–winning author of Never Look Back and If I Die Tonight plumbs the dark side of justice and the depths of diabolical revenge in this propulsive novel of psychological suspense that melds the driving narrative of Then She Was Gone with the breathtaking twists of The Chain and the violent fury of Kill Bill. “Alison Gaylin’s The Collective is an astonishing feat. In the tradition of Ira Levin’s unforgettable social thrillers (Rosemary’s Baby, Stepford Wives), it’s a nerve-shredding, emotionally harrowing ride that also speaks volumes about our current moment, the dangers of our digital world, the potency of female rage. Don’t miss it.” —Megan Abbott Just how far will a grieving mother go to right a tragic wrong? Camille Gardener is a grieving—and angry—mother who, five years after her daughter’s death, is still obsessed with the privileged young man she believes to be responsible. When her rash actions draw the attention of a secret group of women—the collective— Camille is drawn into a dark web where these mothers share their wildly different stories of loss as well as their desire for justice in a world where privilege denies accountability. Fueled by mutual rage, the collective members devise and act out retribution fantasies via precise, anonymous, highly coordinated revenge killings. As Camille struggles to comprehend whether this is a role-playing exercise or terrifying reality, she must decide if these women are truly avenging angels or monsters. Becoming more deeply enmeshed in the group, Camille learns truths about the collective—and about herself—that she may not be able to survive

Finance in America

Finance in America Pdf/ePub eBook Author: Kevin R. Brine,Mary Poovey
Editor: University of Chicago Press
ISBN: 022650221X
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Finance in America by Kevin R. Brine,Mary Poovey Summary

The economic crisis of 2008 led to an unprecedented focus on the world of high finance—and revealed it to be far more arcane and influential than most people could ever have imagined. Any hope of avoiding future crises, it’s clear, rest on understanding finance itself. To understand finance, however, we have to learn its history, and this book fills that need. Kevin R. Brine, an industry veteran, and Mary Poovey, an acclaimed historian, show that finance as we know it today emerged gradually in the late nineteenth century and only coalesced after World War II, becoming ever more complicated—and ever more central to the American economy. The authors explain the models, regulations, and institutions at the heart of modern finance and uncover the complex and sometimes surprising origins of its critical features, such as corporate accounting standards, the Federal Reserve System, risk management practices, and American Keynesian and New Classic monetary economics. This book sees finance through its highs and lows, from pre-Depression to post-Recession, exploring the myriad ways in which the practices of finance and the realities of the economy influenced one another through the years. A masterwork of collaboration, Finance in America lays bare the theories and practices that constitute finance, opening up the discussion of its role and risks to a broad range of scholars and citizens.

The Black Box Society

The Black Box Society Pdf/ePub eBook Author: Frank Pasquale
Editor: Harvard University Press
ISBN: 0674967100
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The Black Box Society by Frank Pasquale Summary

Every day, corporations are connecting the dots about our personal behavior—silently scrutinizing clues left behind by our work habits and Internet use. But who connects the dots about what firms are doing with all this information? Frank Pasquale exposes how powerful interests abuse secrecy for profit and explains ways to rein them in.

The Three Mothers

The Three Mothers Pdf/ePub eBook Author: Anna Malaika Tubbs
Editor: Flatiron Books
ISBN: 1250756111
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The Three Mothers by Anna Malaika Tubbs Summary

"Tubbs' connection to these women is palpable on the page — as both a mother and a scholar of the impact Black motherhood has had on America. Through Tubbs' writing, Berdis, Alberta, and Louise's stories sing. Theirs is a history forgotten that begs to be told, and Tubbs tells it brilliantly." — Ibram X. Kendi, #1 New York Times bestselling author of How to Be an Antiracist and National Book Award winner Stamped from the Beginning Much has been written about Berdis Baldwin's son James, about Alberta King's son Martin Luther, and Louise Little's son Malcolm. But virtually nothing has been said about the extraordinary women who raised them. In her groundbreaking and essential debut The Three Mothers, scholar Anna Malaika Tubbs celebrates Black motherhood by telling the story of the three women who raised and shaped some of America's most pivotal heroes. A New York Times Bestsellers Editors' Choice An Amazon Editor's Pick for February Amazon's Best Biographies and Memoirs of 2021 One of theSkimm's "16 Essential Books to Read This Black History Month" One of Fortune Magazine's "21 Books to Look Forward to in 2021!" One of Badass Women's Bookclub picks for "Badass Books We Can’t Wait to Read in 2021!" One of Working Mother Magazine's "21 Best Books of 2021 for Working Moms" One of Ms. Magazine's "Most Anticipated Reads for the Rest of Us 2021" One of Bustle's "11 Nonfiction Books To Read For Black History Month — All Written By Women" One of SheReads.com's "Most anticipated nonfiction books of 2021" Berdis Baldwin, Alberta King, and Louise Little were all born at the beginning of the 20th century and forced to contend with the prejudices of Jim Crow as Black women. These three extraordinary women passed their knowledge to their children with the hope of helping them to survive in a society that would deny their humanity from the very beginning—from Louise teaching her children about their activist roots, to Berdis encouraging James to express himself through writing, to Alberta basing all of her lessons in faith and social justice. These women used their strength and motherhood to push their children toward greatness, all with a conviction that every human being deserves dignity and respect despite the rampant discrimination they faced. These three mothers taught resistance and a fundamental belief in the worth of Black people to their sons, even when these beliefs flew in the face of America’s racist practices and led to ramifications for all three families’ safety. The fight for equal justice and dignity came above all else for the three mothers. These women, their similarities and differences, as individuals and as mothers, represent a piece of history left untold and a celebration of Black motherhood long overdue.

Crime Control As Industry

Crime Control As Industry Pdf/ePub eBook Author: Nils Christie
Editor: Routledge
ISBN: 1315512033
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Crime Control As Industry by Nils Christie Summary

Crime Control As Industry, translated into many languages, is a modern classic of criminology and sociology. Nils Christie, one of the leading criminologists of his era, argues that crime control, rather than crime itself is the real danger for our future. Prison populations, especially in Russia and America, have grown at an increasingly rapid rate and show no signs of slowing. Christie argues that this vast and growing population is the equivalent of a modern gulag, run by a rapacious industry, both public and private, with vested interests in incarceration. Pain and confinement are products, like any other, with a potentially limitless supply of resources. Widely hailed as a classic account of crime and restorative justice Crime Control As Industry's prophetic insights and proposed solutions are essential reading for anyone interested in crime and the global penal system. This Routledge Classics edition includes a new foreword by David Garland.

Invisible Women

Invisible Women Pdf/ePub eBook Author: Caroline Criado Perez
Editor: Abrams
ISBN: 1683353145
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Invisible Women by Caroline Criado Perez Summary

Data is fundamental to the modern world. From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives. Celebrated feminist advocate Caroline Criado Perez investigates shocking root cause of gender inequality and research in Invisible Women†‹, diving into women’s lives at home, the workplace, the public square, the doctor’s office, and more. Built on hundreds of studies in the US, the UK, and around the world, and written with energy, wit, and sparkling intelligence, this is a groundbreaking, unforgettable exposé that will change the way you look at the world.

AI Ethics

AI Ethics Pdf/ePub eBook Author: Mark Coeckelbergh
Editor: MIT Press
ISBN: 0262357070
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AI Ethics by Mark Coeckelbergh Summary

An accessible synthesis of ethical issues raised by artificial intelligence that moves beyond hype and nightmare scenarios to address concrete questions. Artificial intelligence powers Google's search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues. Written by a philosopher of technology, AI Ethics goes beyond the usual hype and nightmare scenarios to address concrete questions. Mark Coeckelbergh describes influential AI narratives, ranging from Frankenstein's monster to transhumanism and the technological singularity. He surveys relevant philosophical discussions: questions about the fundamental differences between humans and machines and debates over the moral status of AI. He explains the technology of AI, describing different approaches and focusing on machine learning and data science. He offers an overview of important ethical issues, including privacy concerns, responsibility and the delegation of decision making, transparency, and bias as it arises at all stages of data science processes. He also considers the future of work in an AI economy. Finally, he analyzes a range of policy proposals and discusses challenges for policymakers. He argues for ethical practices that embed values in design, translate democratic values into practices and include a vision of the good life and the good society.

The People Vs Tech

The People Vs Tech Pdf/ePub eBook Author: Jamie Bartlett
Editor: Penguin
ISBN: 1524744379
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The People Vs Tech by Jamie Bartlett Summary

From the bestselling author of The Dark Net comes a book that explains all the dangers of the digital revolution and offers concrete solutions on how we can protect our personal privacy, and democracy itself. The internet was meant to set us free. 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.

Algorithms to Live By

Algorithms to Live By Pdf/ePub eBook Author: Brian Christian,Tom Griffiths
Editor: Penguin
ISBN: 0143196472
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Algorithms to Live By by Brian Christian,Tom Griffiths Summary

A fascinating exploration of how computer algorithms can be applied to our everyday lives, helping to solve common decision-making problems and illuminate the workings of the human mind All our lives are constrained by limited space and time, limits that give rise to a particular set of problems. What should we do, or leave undone, in a day or a lifetime? How much messiness should we accept? What balance of new activities and familiar favourites is the most fulfilling? These may seem like uniquely human quandaries, but they are not: computers, too, face the same constraints, so computer scientists have been grappling with their version of such problems for decades. And the solutions they've found have much to teach us. In a dazzlingly interdisciplinary work, acclaimed author Brian Christian (who holds degrees in computer science, philosophy, and poetry, and works at the intersection of all three) and Tom Griffiths (a UC Berkeley professor of cognitive science and psychology) show how the simple, precise algorithms used by computers can also untangle very human questions. They explain how to have better hunches and when to leave things to chance, how to deal with overwhelming choices and how best to connect with others. From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of human memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.

The Shards of Heaven

The Shards of Heaven Pdf/ePub eBook Author: Michael Livingston
Editor: Tor Books
ISBN: 1466873310
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The Shards of Heaven by Michael Livingston Summary

Julius Caesar is dead, assassinated on the senate floor, and the glory that is Rome has been torn in two. Octavian, Caesar's ambitious great-nephew and adopted son, vies with Marc Antony and Cleopatra for control of Caesar's legacy. As civil war rages from Rome to Alexandria, and vast armies and navies battle for supremacy, a secret conflict may shape the course of history. Juba, Numidian prince and adopted brother of Octavian, has embarked on a ruthless quest for the Shards of Heaven, lost treasures said to possess the very power of the gods-or the one God. Driven by vengeance, Juba has already attained the fabled Trident of Poseidon, which may also be the staff once wielded by Moses. Now he will stop at nothing to obtain the other Shards, even if it means burning the entire world to the ground. Caught up in these cataclysmic events, and the hunt for the Shards, are a pair of exiled Roman legionnaires, a Greek librarian of uncertain loyalties, assassins, spies, slaves . . . and the ten-year-old daughter of Cleopatra herself. Michael Livingston's The Shards of Heaven reveals the hidden magic behind the history we know, and commences a war greater than any mere mortal battle. At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied.

Privacy is Power

Privacy is Power Pdf/ePub eBook Author: Carissa Véliz
Editor: Random House
ISBN: 1473583535
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Privacy is Power by Carissa Véliz Summary

An Economist BEST BOOK OF THE YEAR As the data economy grows in power, Carissa Véliz 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.

Org Design for Design Orgs

Org Design for Design Orgs Pdf/ePub eBook Author: Peter Merholz,Kristin Skinner
Editor: \"O\'Reilly Media, Inc.\"
ISBN: 1491938358
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Org Design for Design Orgs by Peter Merholz,Kristin Skinner Summary

Design has become the key link between users and today’s complex and rapidly evolving digital experiences, and designers are starting to be included in strategic conversations about the products and services that enterprises ultimately deliver. This has led to companies building in-house digital/experience design teams at unprecedented rates, but many of them don’t understand how to get the most out of their investment. This practical guide provides guidelines for creating and leading design teams within your organization, and explores ways to use design as part of broader strategic planning. You’ll discover: Why design’s role has evolved in the digital age How to infuse design into every product and service experience The 12 qualities of effective design organizations How to structure your design team through a Centralized Partnership Design team roles and evolution The process of recruiting and hiring designers How to manage your design team and promote professional growth

A Designer's Research Manual

A Designer's Research Manual Pdf/ePub eBook Author: Jennifer Visocky O'Grady,Ken O'Grady
Editor: Rockport Publishers
ISBN: 161673938X
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A Designer's Research Manual by Jennifer Visocky O'Grady,Ken O'Grady Summary

Doing research can make all the difference between a great design and a good design. By engaging in competitive intelligence, customer profiling, color and trend forecasting, etc., designers are able to bring something to the table that reflects a commercial value for the client beyond a well-crafted logo or brochure. Although scientific and analytical in nature, research is the basis of all good design work. This book provides a comprehensive manual for designers on what design research is, why it is necessary, how to do research, and how to apply it to design work.