
Weapons of Math Destruction
How Big Data Increases Inequality and Threatens Democracy
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Narrado por:
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Cathy O'Neil
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De:
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Cathy O'Neil
Acerca de esta escucha
Brought to you by Penguin.
In this New York Times best seller, 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.
©2022 Cathy O'Neil (P)2022 Penguin AudioLos oyentes también disfrutaron...
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Historia
Since Alexis de Tocqueville, restlessness has been accepted as a signature American trait. Our willingness to move, take risks, and adapt to change have produced a dynamic economy and a tradition of innovation from Ben Franklin to Steve Jobs. The problem, according to legendary blogger, economist, and best-selling author Tyler Cowen, is that Americans today have broken from this tradition - we're working harder than ever to avoid change.
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MUST READ
- De RJW en 05-06-17
De: Tyler Cowen
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AI Superpowers
- China, Silicon Valley, and the New World Order
- De: Kai-Fu Lee
- Narrado por: Mikael Naramore
- Duración: 9 h y 28 m
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In AI Superpowers, Kai-fu Lee argues powerfully that because of these unprecedented developments in AI, dramatic changes will be happening much sooner than many of us expected. Indeed, as the US-Sino AI competition begins to heat up, Lee urges the US and China to both accept and to embrace the great responsibilities that come with significant technological power.
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Compelled to listen at 2x speed
- De LEE en 09-26-18
De: Kai-Fu Lee
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That Used to Be Us
- How America Fell Behind in the World It Invented and How We Can Come Back
- De: Thomas L. Friedman, Michael Mandelbaum
- Narrado por: Jason Culp
- Duración: 16 h y 53 m
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America has a huge problem. It faces four major challenges, on which its future depends, and it is failing to meet them. In That Used to Be Us, Thomas L. Friedman, one of our most influential columnists, and Michael Mandelbaum, one of our leading foreign policy thinkers, analyze those challenges - globalization, the revolution in information technology, the nation's chronic deficits, and its pattern of energy consumption - and spell out what we need to do now to rediscover America and rise to this moment.
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We have met the enemy and it is us.... Pogo
- De Soudant en 09-16-11
De: Thomas L. Friedman, y otros
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Third World America
- How Our Politicians Are Abandoning the Middle Class and Betraying the American Dream
- De: Arianna Huffington
- Narrado por: Coleen Marlo
- Duración: 6 h y 51 m
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America's middle class, the driver of so much of our economic success and political stability, is rapidly disappearing, forcing us to confront the fear that we are slipping as a nation - that our children and grandchildren will enjoy fewer opportunities and face a lower standard of living than we did. It's the dark flipside of the American Dream - an American Nightmare of our own making.
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Sad... but with a ray of hope
- De Maciej en 10-20-10
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The World Is Flat
- Further Updated and Expanded
- De: Thomas L. Friedman
- Narrado por: Oliver Wyman
- Duración: 27 h y 15 m
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When scholars write the history of the world twenty years from now, what will they say was the most crucial development in the first few years of the twenty-first century? The attacks on the World Trade Center on 9/11 and the Iraq war? Or the convergence of technology and events that allowed India, China, and so many other countries to become part of the global supply chain for services and manufacturing, creating an explosion of wealth in the middle classes of the world's two biggest nations?
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If you like cliches...
- De Jonathan Shultz en 09-08-07
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Data-ism
- The Revolution Transforming Decision Making, Consumer Behavior, and Almost Everything Else
- De: Steve Lohr
- Narrado por: Steve Lohr
- Duración: 6 h y 33 m
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Coal, iron ore, and oil were the key productive assets that fueled the Industrial Revolution. Today data is the vital raw material of the information economy. The explosive abundance of this digital asset, more than doubling every two years, is creating a new world of opportunity and challenge. 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 is a journey across this emerging world with people, illuminating narrative examples, and insights.
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More business case than serious analysis
- De Godfried Gubbels en 06-03-15
De: Steve Lohr
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Phishing for Phools
- The Economics of Manipulation and Deception
- De: George A. Akerlof, Robert J. Shiller
- Narrado por: Bronson Pinchot
- Duración: 7 h y 11 m
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Ever since Adam Smith, the central teaching of economics has been that free markets provide us with material well-being, as if by an invisible hand. In Phishing for Phools, Nobel Prize-winning economists George Akerlof and Robert Shiller deliver a fundamental challenge to this insight, arguing that markets harm as well as help us. As long as there is profit to be made, sellers will systematically exploit our psychological weaknesses and our ignorance through manipulation and deception.
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Useful for a certain audience, but ...
- De Philo en 02-29-16
De: George A. Akerlof, y otros
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Success and Luck
- Good Fortune and the Myth of Meritocracy
- De: Robert H. Frank
- Narrado por: Robert H. Frank
- Duración: 5 h y 19 m
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How important is luck in economic success? No question more reliably divides conservatives from liberals. As conservatives correctly observe, people who amass great fortunes are almost always talented and hardworking. But liberals are also correct to note that countless others have those same qualities yet never earn much. In recent years, social scientists have discovered that chance plays a much larger role in important life outcomes than most people imagine.
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Not what is advertised
- De Andre en 04-18-17
De: Robert H. Frank
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Machine, Platform, Crowd
- Harnessing Our Digital Future
- De: Erik Brynjolfsson, Andrew McAfee
- Narrado por: Jeff Cummings
- Duración: 10 h y 57 m
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In The Second Machine Age, Andrew McAfee and Erik Brynjolfsson predicted some of the far-reaching effects of digital technologies on our lives and businesses. Now they’ve written a guide to help listeners make the most of our collective future. Machine | Platform | Crowd outlines the opportunities and challenges inherent in the science fiction technologies that have come to life in recent years, like self-driving cars and 3D printers, online platforms for renting outfits and scheduling workouts, or crowd-sourced medical research and financial instruments.
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Both How AND Why for Techies
- De Dan Collins en 08-11-17
De: Erik Brynjolfsson, y otros
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Automating Inequality
- How High-Tech Tools Profile, Police, and Punish the Poor
- De: Virginia Eubanks
- Narrado por: Teri Schnaubelt
- Duración: 7 h y 47 m
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Since the dawn of the digital age, decision-making in finance, politics, health, and human services has undergone revolutionary change. Today, automated systems 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.
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Outstanding, Through, Well Researched Book!
- De LISA en 07-11-24
De: Virginia Eubanks
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System Error
- Where Big Tech Went Wrong and How We Can Reboot
- De: Rob Reich, Mehran Sahami, Jeremy M. Weinstein
- Narrado por: Kaleo Griffith
- Duración: 11 h y 28 m
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In no more than the blink of an eye, a naïve optimism about technology’s liberating potential has given way to a dystopian obsession with biased algorithms, surveillance capitalism, and job-displacing robots. System Error exposes the root of our current predicament - how big tech’s relentless focus on optimization is driving a future that reinforces discrimination, erodes privacy, displaces workers, and pollutes the information we get- and outlines steps we can take to change course, renew our democracy, and save ourselves.
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Excellent on tech. Weak on political speech.
- De Kindle Customer en 11-05-21
De: Rob Reich, y otros
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Technically Wrong
- Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech
- De: Sara Wachter-Boettcher
- Narrado por: Andrea Emmes
- Duración: 5 h y 42 m
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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 ask how all these digital products are designed, or why. It's time we change that. Many of the services we rely on are full of oversights, biases, and downright ethical nightmares. Chatbots that harass women. Signup forms that fail anyone who's not straight. Social media sites that send peppy messages about dead relatives. Algorithms that put more black people behind bars.
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Pretty good but not complete
- De Casey en 10-29-17
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The Filter Bubble
- What the Internet Is Hiding from You
- De: Eli Pariser
- Narrado por: Kirby Heyborne
- Duración: 7 h y 32 m
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In December 2009, Google began customizing its search results for each user. Instead of giving you the most broadly popular result, Google now tries to predict what you are most likely to click on. According to MoveOn.org board president Eli Pariser, Google's change in policy is symptomatic of the most significant shift to take place on the Web in recent years: the rise of personalization.
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Now in the top 3 best books I've ever read
- De Brian Esserlieu en 05-26-11
De: Eli Pariser
Lo que los oyentes dicen sobre Weapons of Math Destruction
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- "peter_herder"
- 06-12-24
Great but room for follow-up
It‘s very interesting.
Recording is great and performance makes it obvious why it‘s good for the author to read their own works: because they understand it best.
Only small caveat for me is that it mainly highlights the societal repercussions, of WMDs. I was hoping for a bit more detail in the technicalities.
Maybe an idea for a follow-up book….
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