Algorithms Quote by Cathy O'Neil
“I don't think anybody's ever notified that they were sentenced to an extra two years because their recidivism score had been high, or notified that this beat cop happened to be in their neighborhood checking people's pockets for pot because of a predictive policing algorithm. That's just not how it works.”
About This Quote
Predictive policing and risk‑assessment tools are often portrayed as neutral, but they can extend sentences and increase surveillance without transparent notification to those affected.
In simple terms: Algorithms can deepen penalties and surveillance unnoticed.
Key Takeaway
Algorithmic opacity hides real‑world consequences.
Themes
algorithmic bias
surveillance
criminal justice
predictive policing
transparency
accountability
Mood
concerned
critical
cautious
Type
analytical
cautionary
policy
When to use this quote
- court sentencing
- neighborhood patrols
- drug enforcement
- parole hearings
- community monitoring
Key Concepts
risk assessment
sentencing
privacy
law enforcement
Practical Applications
- policy reform for algorithmic disclosure
- legal challenges to opaque risk scores
Questions to Reflect On
- How can we ensure individuals are informed about algorithmic impacts on their lives?
- What oversight mechanisms could prevent undisclosed punitive extensions?
A Different Perspective
Some argue that algorithmic tools improve efficiency and fairness, though evidence of hidden harms persists.
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![“Object-oriented programming aficionados think that everything is an object… this [isn't] so. There are things that are objects. Things that have state and change their state are objects. And then there are things that are not objects. A binary search is not an object. It is an algorithm” quote by Alexander Stepanov](https://sms4smile.com/quotes/img-quotes/ef9/alexander-stepanov-55292_algorithms_object-oriented-programming-aficionados_89704.jpg)
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