The Ethical Algorithm
The Science of Socially Aware Algorithm Design
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The Ethical Algorithm
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Narrated by:
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Teri Schnaubelt
About this listen
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.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
©2020 Michael Kearns and Aaron Roth (P)2020 TantorListeners also enjoyed...
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Disappointing
- By Z28 on 05-31-21
By: Daniel Kahneman, and others
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The Intelligent Web
- Search, Smart Algorithms, and Big Data
- By: Gautam Shroff
- Narrated by: Neil Shah
- Length: 10 hrs and 42 mins
- Unabridged
-
Overall4 out of 5 stars 131
-
Performance4 out of 5 stars 109
-
Story4 out of 5 stars 107
As we use the Web for social networking, shopping, and news, we leave a personal trail. These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web to pull out instances of the words you are looking for. And there are pages that collect and assess information to give you a snapshot of changing political opinion.
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5 out of 5 stars
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Great book for learning about Deep learning
- By Darkpassenger on 04-16-15
By: Gautam Shroff
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The Book of Why
- The New Science of Cause and Effect
- By: Judea Pearl, Dana Mackenzie
- Narrated by: Mel Foster
- Length: 15 hrs and 14 mins
- Unabridged
-
Overall4.5 out of 5 stars 833
-
Performance4.5 out of 5 stars 690
-
Story4.5 out of 5 stars 688
"Correlation does not imply causation". This mantra has been invoked by scientists for decades and has led to a virtual prohibition on causal talk. But today, that taboo is dead. The causal revolution, sparked by Judea Pearl and his colleagues, has cut through a century of confusion and placed causality - the study of cause and effect - on a firm scientific basis.
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5 out of 5 stars
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Great book! Not a great audiobook.
- By rrwright on 05-30-18
By: Judea Pearl, and others
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The Formula
- How Algorithms Solve all our Problems…and Create More
- By: Luke Dormehl
- Narrated by: Daniel Weyman
- Length: 7 hrs and 26 mins
- Unabridged
-
Overall4 out of 5 stars 447
-
Performance4 out of 5 stars 389
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Story4 out of 5 stars 388
A fascinating guided tour of the complex, fast-moving, and influential world of algorithms - what they are, why they’re such powerful predictors of human behavior, and where they’re headed next. Algorithms exert an extraordinary level of influence on our everyday lives - from dating websites and financial trading floors, through to online retailing and internet searches - Google's search algorithm is now a more closely guarded commercial secret than the recipe for Coca-Cola.
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2 out of 5 stars
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Not about algorithms. Not an original book.
- By Landon Rordam on 12-02-14
By: Luke Dormehl
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Too Big To Know
- Rethinking Knowledge Now That the Facts Aren't the Facts, Experts Are Everywhere, and the Smartest Person in the Room Is the Room
- By: David Weinberger
- Narrated by: Peter Johnson
- Length: 8 hrs and 2 mins
- Unabridged
-
Overall3.5 out of 5 stars 139
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Performance4 out of 5 stars 110
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Story4 out of 5 stars 109
We used to know how to know. We got our answers from books or experts. We'd nail down the facts and move on. But in the Internet age, knowledge has moved onto networks. There's more knowledge than ever, of course, but it's different. Topics have no boundaries, and nobody agrees on anything.Yet this is the greatest time in history to be a knowledge seeker - if you know how.
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4 out of 5 stars
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Good to know ...
- By John B. Fisher on 01-24-12
By: David Weinberger
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Power and Prediction
- The Disruptive Economics of Artificial Intelligence
- By: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrated by: Tom Beyer
- Length: 10 hrs and 7 mins
- Unabridged
-
Overall4.5 out of 5 stars 100
-
Performance4.5 out of 5 stars 88
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Story4 out of 5 stars 88
In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the simple yet game-changing economics of AI. Now, in Power and Prediction, they go deeper, examining the most basic unit of analysis: the decision. The authors explain that the two key decision-making ingredients are prediction and judgment, and we perform both together in our minds, often without realizing it.
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5 out of 5 stars
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Inspire system thinking with informative examples
- By Lucy A. Pithecus on 11-16-22
By: Ajay Agrawal, and others
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The Great Mental Models
- General Thinking Concepts
- By: Shane Parrish
- Narrated by: Shane Parrish
- Length: 3 hrs and 23 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,636
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Performance4 out of 5 stars 1,359
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Story4.5 out of 5 stars 1,340
The Great Mental Models: General Thinking Concepts is the first book in The Great Mental Models series designed to upgrade your thinking with the best, most useful and powerful tools so you always have the right one on hand. This volume details nine of the most versatile all-purpose mental models you can use right away to improve your decision making, your productivity, and how clearly you see the world.
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2 out of 5 stars
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A dissapointing debut
- By Peter on 04-14-19
By: Shane Parrish
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The Future of the Professions
- How Technology Will Transform the Work of Human Experts
- By: Richard Susskind, Daniel Susskind
- Narrated by: John Lee
- Length: 12 hrs and 39 mins
- Unabridged
-
Overall4 out of 5 stars 271
-
Performance4 out of 5 stars 224
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Story4 out of 5 stars 223
This book predicts the decline of today's professions and describes the people and systems that will replace them. In an Internet society, according to Richard Susskind and Daniel Susskind, we will neither need nor want doctors, teachers, accountants, architects, the clergy, consultants, lawyers, and many others to work as they did in the 20th century.
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3 out of 5 stars
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I Hope It's Not All True
- By John on 05-01-16
By: Richard Susskind, and others
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Average is Over
- Powering America Beyond the Age of the Great Stagnation
- By: Tyler Cowen
- Narrated by: Andrew Garman
- Length: 8 hrs and 42 mins
- Unabridged
-
Overall4 out of 5 stars 380
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Performance4 out of 5 stars 309
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Story4 out of 5 stars 306
The widening gap between rich and poor means dealing with one big, uncomfortable truth: If you're not at the top, you're at the bottom. The global labor market is changing radically thanks to growth at the high end and the low. About three quarters of the jobs created in the United States since the great recession pay only a bit more than minimum wage. Still, the United States has more millionaires and billionaires than any country ever, and we continue to mint them.
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1 out of 5 stars
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Disappointing analysis of future
- By JKBart on 12-10-13
By: Tyler Cowen
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Mindware
- Tools for Smart Thinking
- By: Richard E. Nisbett
- Narrated by: Joe Barrett
- Length: 10 hrs and 17 mins
- Unabridged
-
Overall4 out of 5 stars 509
-
Performance4 out of 5 stars 434
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Story4 out of 5 stars 427
Many scientific and philosophical ideas are so powerful that they can be applied to our lives at home, work, and school to help us think smarter and more effectively about our behavior and the world around us. Surprisingly, many of these ideas remain unknown to most of us. In Mindware, the world-renowned psychologist Richard Nisbett presents these ideas in clear and accessible detail, offering a tool kit for better thinking and wiser decisions.
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5 out of 5 stars
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Sound scientific advice on how to live your life
- By Neuron on 08-26-15
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Outnumbered
- Exploring the Algorithms That Control Our Lives
- By: David Sumpter
- Narrated by: David West
- Length: 8 hrs and 1 min
- Unabridged
-
Overall4.5 out of 5 stars 30
-
Performance4.5 out of 5 stars 25
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Story4.5 out of 5 stars 25
Our increasing reliance on technology and the Internet has opened a window for mathematicians and data researchers to gaze through into our lives. Using the data they are constantly collecting about where we travel, where we shop, what we buy, what interests us, they can begin to predict our daily habits, and increasingly we are relinquishing our decision making to algorithms - are we giving up this up too easily?
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4 out of 5 stars
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A good reality check for "Cambridge Hyperbolitica"
- By Haggai Elkayam on 08-06-18
By: David Sumpter
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To Save Everything, Click Here
- The Folly of Technological Solutionism
- By: Evgeny Morozov
- Narrated by: Stephen Hoye
- Length: 15 hrs and 59 mins
- Unabridged
-
Overall4 out of 5 stars 106
-
Performance4 out of 5 stars 88
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Story4 out of 5 stars 87
In the very near future, smart “technologies and big data” will allow us to make large-scale and sophisticated interventions in politics, culture, and everyday life. Technology will allow us to solve problems in highly original ways and create new incentives to get more people to do the right thing. But how will such “solutionism” affect our society, once deeply political, moral, and irresolvable dilemmas are recast as uncontroversial and easily manageable matters of technological efficiency?
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5 out of 5 stars
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The about face shift in view I've been looking for
- By McKane on 03-18-15
By: Evgeny Morozov
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Freedom Evolves
- By: Daniel C. Dennett
- Narrated by: Robert Blumenfeld
- Length: 11 hrs and 21 mins
- Unabridged
-
Overall4.5 out of 5 stars 135
-
Performance4 out of 5 stars 113
-
Story4.5 out of 5 stars 112
Can there be freedom and free will in a deterministic world? Renowned philosopher Daniel Dennett emphatically answers "yes!" Using an array of provocative formulations, Dennett sets out to show how we alone among the animals have evolved minds that give us free will and morality. Weaving a richly detailed narrative, Dennett explains in a series of strikingly original arguments - drawing upon evolutionary biology, cognitive neuroscience, economics, and philosophy - that far from being an enemy of traditional explorations of freedom, morality, and meaning, the evolutionary perspective can be an indispensable ally.
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5 out of 5 stars
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I knew I was going to like this book
- By Gary on 05-30-14
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Thinking Machines
- The Quest for Artificial Intelligence - and Where It's Taking Us Next
- By: Luke Dormehl
- Narrated by: Gus Brown
- Length: 8 hrs and 12 mins
- Unabridged
-
Overall4 out of 5 stars 61
-
Performance4.5 out of 5 stars 51
-
Story4 out of 5 stars 52
When most of us think about artificial intelligence, our minds go straight to cyborgs, robots, and sci-fi thrillers where machines take over the world. But the truth is that artificial intelligence is already among us. It exists in our smartphones, fitness trackers, and refrigerators that tell us when the milk will expire. In some ways the future people dreamed of at the World's Fair in the 1960s is already here. We're teaching our machines how to think like humans, and they're learning at an incredible rate.
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2 out of 5 stars
-
Mostly platitudes with no depth
- By Gary on 03-24-17
By: Luke Dormehl
-
Super Crunchers
- Why Thinking-by-Numbers Is the New Way to Be Smart
- By: Ian Ayres
- Narrated by: Michael Kramer
- Length: 7 hrs and 34 mins
- Unabridged
-
Overall4 out of 5 stars 849
-
Performance4.5 out of 5 stars 273
-
Story4 out of 5 stars 275
Today, number crunching affects your life in ways you might never imagine. In this lively and groundbreaking new audiobook, economist Ian Ayres shows how today's best and brightest organizations are analyzing massive databases at lightening speed to provide greater insights into human behavior. They are the Super Crunchers.
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5 out of 5 stars
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Great book on
- By Jon on 01-31-08
By: Ian Ayres
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System Error
- Where Big Tech Went Wrong and How We Can Reboot
- By: Rob Reich, Mehran Sahami, Jeremy M. Weinstein
- Narrated by: Kaleo Griffith
- Length: 11 hrs and 28 mins
- Unabridged
-
Overall4.5 out of 5 stars 63
-
Performance4.5 out of 5 stars 53
-
Story4 out of 5 stars 53
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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4 out of 5 stars
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Excellent on tech. Weak on political speech.
- By Kindle Customer on 11-05-21
By: Rob Reich, and others
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4 out of 5 stars
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By: Gary Smith
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AI Ethics
- MIT Press Essential Knowledge Series
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- Narrated by: Liam Gerrard
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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.
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4 out of 5 stars
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Great book, not for beginners.
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Ethical Machines
- Your Concise Guide to Totally Unbiased, Transparent, and Respectful AI
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- Length: 5 hrs and 30 mins
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Overall5 out of 5 stars 11
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Performance4.5 out of 5 stars 9
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The promise of artificial intelligence is automated decision-making at scale, but that means AI also automates risk at scale. In Ethical Machines, Reid Blackman gives you all you need to understand AI ethics as a risk management challenge. He'll help you build, procure, and deploy AI in a way that's not only ethical but also safe in terms of your organization's reputation, regulatory compliance, and legal standing—and do it at scale. And don't worry—the book's purpose is to get work done, not to ponder deep and existential questions about ethics and technology.
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3 out of 5 stars
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A book about mistakes
- By Angus (Thom) McLean on 11-20-24
By: Reid Blackman
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Race After Technology
- Abolitionist Tools for the New Jim Code
- By: Ruha Benjamin
- Narrated by: Mia Ellis
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- Unabridged
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Overall4.5 out of 5 stars 101
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Performance4.5 out of 5 stars 84
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Story4.5 out of 5 stars 82
From everyday apps to complex algorithms, Ruha Benjamin cuts through tech-industry hype to understand how emerging technologies can reinforce white supremacy and deepen social inequity. Benjamin argues that automation, far from being a sinister story of racist programmers scheming on the dark web, has the potential to hide, speed up, and deepen discrimination while appearing neutral and even benevolent when compared to the racism of a previous era.
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3 out of 5 stars
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the narration is awful
- By Sofi on 01-04-22
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Automating Inequality
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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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5 out of 5 stars
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Outstanding, Through, Well Researched Book!
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How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances? Architects of Intelligence contains a series of in-depth, one-to-one interviews where New York Times best-selling author Martin Ford uncovers the truth behind these questions from some of the brightest minds in the artificial intelligence community.
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5 out of 5 stars
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4 out of 5 stars
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Great book, not for beginners.
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3 out of 5 stars
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3 out of 5 stars
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the narration is awful
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The Myth of Artificial Intelligence
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Futurists insist that AI will soon eclipse the capacities of the most gifted human mind. What hope do we have against superintelligent machines? But we aren't really on the path to developing intelligent machines. In fact, we don't even know where that path might be. Erik Larson takes us on a tour of the landscape of AI to show how far we are from superintelligence and what it would take to get there.
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1 out of 5 stars
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dead wrong after 2 years
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By: Erik J. Larson
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Because of Sex
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- Unabridged
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Overall4.5 out of 5 stars 16
-
Performance5 out of 5 stars 14
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Story4.5 out of 5 stars 14
Best known as a monumental achievement of the civil rights movement, the 1964 Civil Rights Act also revolutionized the lives of America's working women. Title VII of the law made it illegal to discriminate "because of sex". But that simple phrase didn't mean much until ordinary women began using the law to get justice on the job - and some took their fights all the way to the Supreme Court.
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5 out of 5 stars
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This law student recommends this book.
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Deep Medicine
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Overall4.5 out of 5 stars 757
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Performance4.5 out of 5 stars 639
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Medicine has become inhuman, to disastrous effect. The doctor-patient relationship - the heart of medicine - is broken: doctors are too distracted and overwhelmed to truly connect with their patients, and medical errors and misdiagnoses abound. In Deep Medicine, leading physician Eric Topol reveals how artificial intelligence can help. AI has the potential to transform everything doctors do, from notetaking and medical scans to diagnosis and treatment, greatly cutting down the cost of medicine and reducing human mortality.
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5 out of 5 stars
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a must book for all doctors and patients.
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Atlas of AI
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- By: Kate Crawford
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- Unabridged
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Overall4.5 out of 5 stars 71
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Performance4.5 out of 5 stars 65
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Story4.5 out of 5 stars 65
What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? Drawing on more than a decade of research, award-winning scholar Kate Crawford reveals how AI is a technology of extraction: from the minerals drawn from the earth, to the labor pulled from low-wage information workers, to the data taken from every action and expression. This book reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequity.
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5 out of 5 stars
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A fascinating and thought provoking examination of
- By Tom Dawkins on 03-13-23
By: Kate Crawford
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Data Feminism
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- Narrated by: Teri Schnaubelt
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- Unabridged
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Overall5 out of 5 stars 60
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Performance5 out of 5 stars 50
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Story5 out of 5 stars 49
Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever "speak for themselves."
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1 out of 5 stars
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a long pamphlet, zero value
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By: Catherine D'Ignazio, and others
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Cryptography
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Overall4.5 out of 5 stars 43
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Performance5 out of 5 stars 39
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Story4.5 out of 5 stars 38
Despite its reputation as a language only of spies and hackers, cryptography plays a critical role in our everyday lives. Though often invisible, it underpins the security of our mobile phone calls, credit card payments, web searches, internet messaging, and cryptocurrencies - in short, everything we do online.
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5 out of 5 stars
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Greatly enjoyed and learned
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Digital for Good
- Raising Kids to Thrive in an Online World
- By: Richard Culatta
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- Length: 5 hrs and 58 mins
- Unabridged
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Overall5 out of 5 stars 15
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Performance5 out of 5 stars 12
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Story5 out of 5 stars 12
Technology can be a powerful tool for learning, for solving humanity's toughest problems, and for bringing us closer together. How can we raise healthy kids who know how to take advantage of the good technology can bring to their lives, while avoiding the bad? It's time to start a new conversation. Digital for Good offers a refreshingly positive framework for preparing kids to be successful in a digital world - one that shifts the focus away from what kids shouldn't do and instead encourages them to use technology proactively and productively.
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5 out of 5 stars
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Good content
- By Anonymous User on 05-09-23
By: Richard Culatta
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Power and Prediction
- The Disruptive Economics of Artificial Intelligence
- By: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrated by: Tom Beyer
- Length: 10 hrs and 7 mins
- Unabridged
-
Overall4.5 out of 5 stars 100
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Performance4.5 out of 5 stars 88
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Story4 out of 5 stars 88
In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the simple yet game-changing economics of AI. Now, in Power and Prediction, they go deeper, examining the most basic unit of analysis: the decision. The authors explain that the two key decision-making ingredients are prediction and judgment, and we perform both together in our minds, often without realizing it.
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5 out of 5 stars
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Inspire system thinking with informative examples
- By Lucy A. Pithecus on 11-16-22
By: Ajay Agrawal, and others
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The Exponential Age
- How Accelerating Technology Is Transforming Business, Politics, and Society
- By: Azeem Azhar
- Narrated by: Azeem Azhar
- Length: 9 hrs and 43 mins
- Unabridged
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Overall4.5 out of 5 stars 171
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Performance4.5 out of 5 stars 141
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Story4.5 out of 5 stars 140
High-tech innovations are created at a dazzling speed, and it all points to a world that is getting faster at a dizzying pace. Azeem Azhar knows this better than most. Over the last three decades, he has founded companies bought by Amazon and Microsoft, served as the Economist’s first ever internet correspondent, and created a leading international tech newsletter and podcast, the Exponential View. Now, Azhar offers a revelatory new model for understanding how technology is changing the world.
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3 out of 5 stars
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Good & Bad
- By Jeff on 10-04-21
By: Azeem Azhar
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Technically Wrong
- Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech
- By: Sara Wachter-Boettcher
- Narrated by: Andrea Emmes
- Length: 5 hrs and 42 mins
- Unabridged
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Overall4.5 out of 5 stars 149
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Performance4.5 out of 5 stars 136
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Story4.5 out of 5 stars 137
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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4 out of 5 stars
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Pretty good but not complete
- By Casey on 10-29-17
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Ghost Work
- How to Stop Silicon Valley from Building a New Global Underclass
- By: Mary L. Gray, Siddharth Suri
- Narrated by: Will Damron
- Length: 8 hrs and 7 mins
- Unabridged
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Overall4.5 out of 5 stars 45
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Performance4.5 out of 5 stars 34
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Story4.5 out of 5 stars 35
Hidden beneath the surface of the internet, a new, stark reality is looming - one that cuts to the very heart of our endless debates about the impact of AI. Anthropologist Mary L. Gray and computer scientist Siddharth Suri team up to unveil how services delivered by companies like Amazon, Google, Microsoft, and Uber can only function smoothly thanks to the judgment and experience of a vast, invisible human labor force. These people doing "ghost work" make the internet seem smart. An estimated 8 percent of Americans have worked at least once in this "ghost economy".
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3 out of 5 stars
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Interesting research, disappointing analysis
- By Rafael Rosa on 05-11-19
By: Mary L. Gray, and others
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Human Compatible
- Artificial Intelligence and the Problem of Control
- By: Stuart Russell
- Narrated by: Raphael Corkhill
- Length: 11 hrs and 38 mins
- Unabridged
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Overall4.5 out of 5 stars 575
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Performance4.5 out of 5 stars 473
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Story4.5 out of 5 stars 466
In the popular imagination, superhuman artificial intelligence is an approaching tidal wave that threatens not just jobs and human relationships, but civilization itself. Conflict between humans and machines is seen as inevitable and its outcome all too predictable. In this groundbreaking audiobook, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines.
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3 out of 5 stars
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Good General Introduction to AI Topic
- By Catherine Puma on 03-26-20
By: Stuart Russell
What listeners say about The Ethical Algorithm
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Matthew Sowders
- 10-08-23
Great read!!!
This was an interesting view into the problems involved mixing algorithms with general decision making in many contexts.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Amazon Customer
- 11-08-23
very relevant and important, especially with all the developments today
As a field, AI is moving extremely fast - so it is fair to say that this is an ‘old book’ for this field. Yet every single topic addressed in it is so very important, critical and still unresolved. The authors are very good in explaining the issues and making them accessible for people from all kinds of backgrounds. It must be a mandatory read for all technical disciplines, and especially in computer science programs.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Jim Flowers
- 09-17-21
why the gold standard may not be golden.
excellent down to earth analysis of the fundamentals of algorithms, statistics, and the difficulty of modeling behaviors accurately, reliably, and ethically.
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