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Full Description
In Using Psychoanalysis to Understand and Address AI Bias: Refractions in the Digital Mirror, Karyne E. Messina uses a psychoanalytic lens to explore the subconscious forces driving AI development.
This book provides a unique psychoanalytic framework for understanding how AI systems internalize and amplify the unconscious biases of their human creators. Through detailed case studies in clinical healthcare, predictive policing, and automated hiring, Messina introduces concepts such as projection, splitting, and projective identification. She illustrates how these psychological mechanisms - originally developed to explain human behavior - are inadvertently built into the logic of AI, creating systems that replicate societal inequities on a massive scale.
Using Psychoanalysis to Understand and Address AI Bias will be of interest to all readers interested in how AI can benefit from psychoanalytic insight, including psychoanalysts in practice and in training, and academics and scholars of AI ethics and technology policy.
Contents
Acknowledgements
Preface
Introduction
The Problem: AI Bias in Practice
Chapter One
Understanding Projection from a Psychoanalytic Perspective
Chapter Two
How Melanie Klein's Work Can Help Us Understand and Overcome AI Bias When Considering Her Paranoid-Schizoid Position in AI Systems
Chapter Three
The Myth of Neutrality: AI and Decision-Making Processes
Chapter Four
Mind Reading Machines: The New Intimacy of Human-AI Relations
Chapter Five
The Emergence of AI Consciousness: From Scheming to Sentience
Chapter Six
The AI Therapist: Healing Minds in the Age of Conspiracy
Chapter Seven
The Digital Siren Song: Projective Identification and the Erosion of Human Autonomy
Chapter Eight
Echoes of Fiction: Manufactured Realities and Mass Projective Identification
Chapter Nine
The Algorithmic Hand of War: Projecting Lethality onto Autonomous Systems
Chapter Ten
The Devalued Self: Societal Projection of Worth in an Automated World
Conclusion: Refractions, Reflections, and the Path Forward
Epilogue: The Echo of Selves
