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COMPAS recidivism scores racially biased

Northpointe · 2016

Organisation
Northpointe
Year
2016
Failure mode
Disparate impact
Severity
critical
Domain
Justice & democratic processes
Source
ProPublica, 2016

What happened

A criminal-risk score showed large racial disparities in false-positive rates, used in sentencing decisions.

What would have prevented it

Fairness audit across groups + explainability + human oversight

Requirements this maps to

Editorial cross-reference from our prevention note — it is not a finding that any law was breached.