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https://www.productionai.institute/graph/events/evt-aiid-433

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Production AI Institute public record · AI Incident Database: Chicago Police's Strategic Subject List Reportedly Biased Along Racial Lines · observed 2022-12-29
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AI Incident Database: Chicago Police's Strategic Subject List Reportedly Biased Along Racial Lines

The Chicago Police Department reportedly used person-based predictive policing models, including the Strategic Subject List and Crime and Victimization Risk Model, to assign violence-risk scores to hundreds of thousands of residents. Official and media reports alleged that the program gave police a mathematically fragile basis for treating heavily policed residents as future victims or suspects, with Black Chicago residents especially exposed to the consequences of that scor…

AI Incident Database · Incident 433

Operator lens (medium): inspect D1 (input boundary), D2 (output validation), D3 (data handling).

Confidence
82%
Sources
3
Entities
8
Detected
detected 1297d ago

Event summary

The Chicago Police Department reportedly used person-based predictive policing models, including the Strategic Subject List and Crime and Victimization Risk Model, to assign violence-risk scores to hundreds of thousands of residents. Official and media reports alleged that the program gave police a mathematically fragile basis for treating heavily policed residents as future victims or suspects, with Black Chicago residents especially exposed to the consequences of that scor…

D1D2D3

Linked entities

  • chicago-police-department

    organisation | 70%

  • economically-vulnerable-communities

    organisation | 70%

  • communities-of-color

    organisation | 70%

  • black-chicago-residents

    organisation | 70%

  • black-people

    organisation | 70%

  • general-public

    organisation | 70%

  • general-public-of-chicago

    organisation | 70%

  • minority-groups

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-aiid-chicago-police-department to ent-psf-d1maps to60%
ent-aiid-chicago-police-department to ent-psf-d1maps to60%
ent-aiid-chicago-police-department to ent-psf-d1maps to60%
ent-aiid-chicago-police-department to ent-psf-d2maps to60%
ent-aiid-chicago-police-department to ent-psf-d2maps to60%
ent-aiid-chicago-police-department to ent-psf-d2maps to60%
ent-aiid-chicago-police-department to ent-psf-d3maps to60%
ent-aiid-chicago-police-department to ent-psf-d3maps to60%
ent-aiid-chicago-police-department to ent-psf-d3maps to60%

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Event dates

  • Happened 1 Aug 2012

  • Detected 29 Dec 2022

Sources

  • AI Incident Database - Incident 433

    secondary | checked 9 July 2026

    Open source
  • CPD decommissions ‘Strategic Subject List’

    secondary | checked 28 Nov 2022

    Open source
  • Inside the Algorithm That Tries to Predict Gun Violence in Chicago

    primary | checked 28 Nov 2022

    Open source
Cite this record

"AI Incident Database: Chicago Police's Strategic Subject List Reportedly Biased Along Racial Lines." https://www.productionai.institute/graph/events/evt-aiid-433 (observed 2012-08-01; retrieved 2026-07-18). PAI.

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