Voices in the Code
A Story About People, Their Values, and the Algorithm They Made
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Narrated by:
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Ian Putnam
About this listen
Algorithms—rules written into software—shape key moments in our lives: from who gets hired or admitted to a top public school, to who should go to jail or receive scarce public benefits. Such decisions are both technical and moral. Today, the logic of high stakes software is rarely open to scrutiny, and central moral questions are often left for the technical experts to answer.
In Voices in the Code, scholar David G. Robinson tells the story of how one community built a life-and-death algorithm in an inclusive, accountable way. Between 2004 and 2014, a diverse group of patients, surgeons, clinicians, data scientists, public officials and advocates collaborated and compromised to build a new kidney transplant matching algorithm—a system to offer donated kidneys to particular patients from the U.S. national waiting list. Drawing on interviews with key stakeholders, unpublished archives, and a wide scholarly literature, Robinson shows how this new Kidney Allocation System emerged and evolved over time, as participants gradually built a shared understanding both of what was possible, and of what would be fair. Robinson finds much to criticize, but also much to admire, in this story. It ultimately illustrates both the promise and the limits of participation, transparency, forecasting and auditing of high stakes software. The book’s final chapter draws out lessons for the broader struggle to build technology in a democratic and accountable way.
The book is published by Russell Sage Foundation. The audiobook is published by University Press Audiobooks.
“Passionately demonstrates how ethical algorithms, like democracy itself, require constant tending. A must-read.” (Virginia Eubanks, University at Albany, SUNY)
“Essential reading for anyone interested in civil rights, the biases of data, and holding algorithmic systems accountable.” (danah boyd, founder and president, Data & Society)
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Story
Gender equality is a moral and a business imperative. But unconscious bias holds us back, and de-biasing people’s minds has proven to be difficult and expensive. Diversity training programs have had limited success, and individual effort alone often invites backlash. Behavioral design offers a new solution. By de-biasing organizations instead of individuals, we can make smart changes that have big impacts.
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Excellent book every women and executive should read
- By N LI on 05-10-21
By: Iris Bohnet
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Engine of Impact
- Essentials of Strategic Leadership in the Nonprofit Sector
- By: William F. Meehan III, Kim Starkey Jonker
- Narrated by: C. J. Lengua
- Length: 7 hrs and 32 mins
- Unabridged
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We are entering a new era - an era of impact. The largest intergenerational transfer of wealth in history will soon be underway, bringing with it the potential for huge increases in philanthropic funding. Engine of Impact shows how nonprofits can apply the principles of strategic leadership to attract greater financial support and leverage that funding to maximum effect.
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Must listen for all nonprofit leaders
- By Peter A. Mello on 02-09-19
By: William F. Meehan III, and others
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Reinventing American Health Care
- How the Affordable Care Act Will Improve Our Terribly Complex, Blatantly Unjust, Outrageously Expensive, Grossly Inefficient, Error Prone System
- By: Ezekiel J. Emanuel
- Narrated by: William Dufris
- Length: 11 hrs and 57 mins
- Unabridged
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Ezekiel J. Emanuel, a professor of medical ethics and health policy at the University of Pennsylvania who also served as a special adviser to the White House on health-care reform, has written a brilliant diagnostic explanation of why health care in America has become such a divisive social issue, how money and medicine have their own American story, and why reform has bedeviled presidents of the left and right for more than one hundred years.
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The book lacks integrity
- By Richard M. Shaner on 06-02-16
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The Rule of Nobody
- Saving America from Dead Laws and Senseless Bureaucracy
- By: Philip K. Howard
- Narrated by: Allen O'Reilly
- Length: 5 hrs and 47 mins
- Unabridged
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The secret to good government is a question no one in Washington is asking: “What’s the right thing to do?” What’s wrong in Washington is deeper than you think. Sure, there’s gridlock, polarization, and self-dealing. But hidden underneath is something bigger and more destructive. It’s a broken governing system. From that comes wasteful government, rising debt, failing schools, expensive health care, and economic hardship.
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Preachy, redundant, and unpersuasive
- By Jake on 02-05-15
By: Philip K. Howard
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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
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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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Great book on
- By Jon on 01-31-08
By: Ian Ayres
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Silent Invasion
- The Untold Story of the Trump Administration, Covid-19, and Preventing the Next Pandemic Before It's Too Late
- By: Deborah Birx
- Narrated by: Kathe Mazur
- Length: 22 hrs and 3 mins
- Unabridged
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In late February 2020, Dr. Deborah Birx—a lifelong federal health official who had worked at the CDC, the State Department, and the US Army across multiple presidential administrations—was asked to join the Trump White House Coronavirus Task Force and assist the already faltering federal response to the Covid-19 pandemic. For weeks, she’d been raising the alarm behind the scenes about what she saw happening in public—from the apparent lack of urgency at the White House to the routine downplaying of the risks to Americans.
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Great insight into Public Health
- By Ann-Karen Weller on 05-09-22
By: Deborah Birx
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Presidential Takedown
- How Anthony Fauci, the CDC, NIH, and the WHO Conspired to Overthrow President Trump
- By: Dr. Paul Elias Alexander, Kent Heckenlively
- Narrated by: Bob Johnson
- Length: 9 hrs and 40 mins
- Unabridged
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In January 2020, Donald Trump was on the fast track to an easy re-election. While his first two years had been stymied by House Speaker Paul Ryan, Senate Majority Leader Mitch McConnell, and the Democrats, his third year had been one of remarkable success. The United States had low unemployment and was making strides across the globe. The president's rallies were well-attended, and he was being projected to win four hundred electoral votes and about forty-five states. Then came COVID-19.
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Must listen!!
- By Christina Borkowski on 01-10-23
By: Dr. Paul Elias Alexander, and others
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Higher Education in America
- By: Derek Bok
- Narrated by: Steven Cooper
- Length: 18 hrs and 5 mins
- Unabridged
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Higher Education in America is a landmark work - a comprehensive and authoritative analysis of the current condition of our colleges and universities from former Harvard president Derek Bok, one of the nation's most-respected education experts. Sweepingly ambitious in scope, this is a deeply informed and balanced assessment of the many strengths as well as the weaknesses of American higher education today.
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Long but not deep
- By ProfGolf on 05-13-16
By: Derek Bok
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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
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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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Disappointing analysis of future
- By JKBart on 12-10-13
By: Tyler Cowen
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The Complete Guide to Mergers and Acquisitions
- Process Tools to Support M&A Integration at Every Level, 3rd Edition
- By: Timothy J. Galpin, Mark Herndon
- Narrated by: Paul Heitsch
- Length: 10 hrs and 39 mins
- Unabridged
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Merger and acquisition activity across the globe continues to grow, and is also playing a major role in the development of expanding markets. A well-managed integration effort is essential to success, and failure means a tremendous waste in terms of time and money, as well as the rapid destruction of shareholder value. The Complete Guide to Mergers and Acquisitions: Process Tools to Support M&A Integration at Every Level, Third Edition is an invaluable resource to guide firms in managing M&A integration and maximize the value of their deals.
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Sales brochure for the authors
- By J Garner on 04-18-22
By: Timothy J. Galpin, and others
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The Social Transformation of American Medicine
- The Rise of a Sovereign Profession and the Making of a Vast Industry
- By: Paul Starr
- Narrated by: Sean Runnette
- Length: 24 hrs and 5 mins
- Unabridged
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Considered the definitive history of the American healthcare system, The Social Transformation of American Medicine examines how the roles of doctors, hospitals, health plans, and government programs have evolved over the last two and a half centuries. Updated with a new preface and an epilogue analyzing developments since the early 1980s, this new edition is a must-listen for anyone concerned about the future of our fraught healthcare system.
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Fascinating Survey of Healthcare in Amerixa
- By Rob on 06-24-19
By: Paul Starr