Recommended

Books /

Podcasts /

Journals

The books / podcasts / journals recommended cover topics of AI ethics, Data ethics, Algorithmic/ Data Bias, AI & Social justice, Social impact, Privacy, Regulation and Automated Decision-making Systems.

I have also included some books which can provide context and background on the historical and systemic injustices and biases so we understand better what might be embedded in our data, the power relationships, social constructs and the root causes of social and structural injustices. It is most crucial to understand the context and history of human-institution-system interactions, especially in these areas - policing, mass incarceration, welfare, housing, financial markets, communication, just to name a few.

No matter how good your intentions and coding skills are, if you do not know the basis of the issue, what might be the problems with your data and who should be at the table discussing the biases it is almost impossible to suggest that your algorithm will provide ethical solutions.

If you want to support your local bookstore - click on the below curated lists @ Bookshop.org

Books

Sasha Costanza-Chock
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Shoshana Zuboff
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Cathy O'Neil
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Ruha Benjamin
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Virginia Eubanks
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Charlton D. McIlwain
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Catherine D'Ignazio & Lauren F. Klein
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Mar Hicks
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Marvin Minsky
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Melanie Mitchell
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Safiya Umoja Noble
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Frank Pasquale
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Michael Kearns & Aaron Roth
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Shannon Vallor
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Virginia Dignum
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Caroline Criado Perez
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Flynn Coleman
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Stuart Russell
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Andrew Guthrie Ferguson
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Hannah Fry
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Mark Coeckelbergh
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Meredith Broussard
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Gary Marcus & Ernest Davis
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Julie Carpenter
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Zeynep Tufekci
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Cennydd Bowles
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Raghuram Rajan
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Tobias Baer
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Geoffrey C Bowker & Susan Leigh Star
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Richard Susskind
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Gregory Zuckerman
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Sara Wachter-Boettcher
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Simone Browne
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Michael Lewis
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Michelle Alexander
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Harriet A. Washington
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Matt Taibbi
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Richard Rothstein
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Jane Mayer
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Matt Taibbi
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Scott Galloway
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Andrew Ross Sorkin
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Matthew Desmond
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Daniel Kahneman
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