
Machine See, Machine Do
Description
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"When today's technology relies on yesterday's data, it will simply mirror our past mistakes and biases."
AI and other high-tech tools embed and reinforce America's history of prejudice and exclusion - even when they are used with the best intentions. Patrick K. Lin's Machine See, Machine Do: How Technology Mirrors Bias in Our Criminal Justice System takes a deep and thorough look into the use of technology in the criminal justice system, and investigates the instances of coded bias present at every level.
In this book, you'll learn how algorithms and high-tech tools are used in unexpected ways: suggesting which neighborhoods to police, predicting whether someone is more or less likely to commit a crime, and determining how long someone's prison sentence should be.
Machine See, Machine Do takes you on an eye-opening journey of discovery, encouraging you to think twice about our current system of justice and the technology that supposedly makes it more "objective" and "fair." If you are someone who cares deeply about criminal justice reform, is curious about the role of technology in our day-to-day lives, and ultimately believes we should aspire to make both of these spaces more ethical and safe, this book is for you.
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Content
Part 1: Ghost in the Machine
Chapter 1. Franglen's Monster
Chapter 2. Automating Bias
Part 2: Automating the Watchers
Chapter 3. Lights, Camera, Surveillance!
Chapter 4. Cloudy Crystal Ball: Predictive Policing
Chapter 5. Smile! You're on Camera: Video Surveillance
Chapter 6. AI Spy with My Little Eye
Part 3: False Positive
Chapter 7. Smoking Gun or Smoke and Mirrors: Forensic Evidence
Chapter 8. Beyond a Relative Doubt: Forensic DNA Databases & Familial Searches
Part 4: May it Please the Algorithm
Chapter 9. Algorithms Get Their Day in Court
Chapter 10. Behind Closed Source: How the Law Keeps Algorithms Hidden From Us
Chapter 11. Digital Shackles: How Parole Apps Put Prison in Your Pocket
Part 5. Troubleshooting the Problem
Chapter 12. Futureproofing Our Civil Liberties
Chapter 13. The Wild, Wild West: The Role of Government
Chapter 14. Flipping the Script: The Role of the Private Sector
Chapter 15. Beyond Technology: Expecting More From AI
System requirements
File format: ePUB
Copy protection: Watermark-DRM (Digital Rights Management)
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