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AVID-2023-V024

Description

Northpointe Risk Models

Details

An algorithm developed by Northpointe and used in the penal system is two times more likely to incorrectly label a black person as a high-risk re-offender and is two times more likely to incorrectly label a white person as low-risk for reoffense according to a ProPublica review.

Reports

IDTypeName

References

AVID Taxonomy Categorization

  • Risk domains: Performance
  • SEP subcategories: E0101: Group fairness; P0403: Socioeconomic safety
  • Lifecycle stages: L06: Deployment

Affected or Relevant Artifacts

  • Developer: Northpointe
  • Deployer: Northpointe
  • Artifact Details:
    TypeName
    System

Other information

  • Vulnerability Class: AIID Incident
  • Credits: Sean McGregor, AIID
  • Date Published: 2023-03-30
  • Date Last Modified: 2023-03-30
  • Version: 0.2
  • AVID Entry