Intelligence in Our Image Risks of Bias and Errors in Artificial Intelligence

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Intelligence in Our Image Risks of Bias and Errors in Artificial Intelligence ( intelligence-our-image-risks-bias-and-errors-artificial-inte )

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Contents Preface............................................................................. iii Figure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii Acknowledgments............................................................... ix CHAPTER ONE Introduction....................................................................... 1 CHAPTER TWO Algorithms:DefinitionandEvaluation...................................... 3 DefiningAlgorithms............................................................... 4 “Misbehaving” Algorithms: A Brief Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 A Case Study: Artificial Agents in the Criminal Justice System . . . . . . . . . . . . 13 CHAPTER THREE The Problem in Focus: Factors and Remedies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 Other Technical Factors. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 Remedies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21 CHAPTER FOUR Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25 Abbreviations.................................................................... 27 References.........................................................................29 v

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