**From two of TIME’s 100 Most Influential People in AI, what you need to know about AI—and how to defend yourself against bogus AI claims and productsConfused about AI and worried about what it means for your future and the future of the world? You’re not alone. AI is everywhere—and few things are surrounded by so much hype, misinformation, and misunderstanding. In AI Snake Oil, computer scientists Arvind Narayanan and Sayash Kapoor cut through the confus...

This audiobook narrated by Landon Woodson reveals what you need to know about AI—and how to defend yourself against bogus AI claims and productsComes with a bonus track featuring an illuminating discussion by Arvind Narayanan and Sayash KapoorIncludes a new preface and epilogue by the authorsConfused about AI and worried about what it means for your future and the future of the world? You're not alone. AI is everywhere—and few things are surrounded by ...

An introduction to the intellectual foundations and practical utility of the recent work on fairness and machine learning.Fairness and Machine Learning introduces advanced undergraduate and graduate students to the intellectual foundations of this recently emergent field, drawing on a diverse range of disciplinary perspectives to identify the opportunities and hazards of automated decision-making. It surveys the risks in many applications of machine learning and pr...