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I don't think anybody's ever notified that they were…

“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…” quote by Cathy O'Neil
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“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.”

Cathy O'Neil

About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

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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