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https://www.productionai.institute/graph/events/evt-aiid-502

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Production AI Institute public record · AI Incident Database: Pennsylvania County's Family Screening Tool Allegedly Exhibited Discriminatory Effects · observed 2023-03-28
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AI Incident Database: Pennsylvania County's Family Screening Tool Allegedly Exhibited Discriminatory Effects

Data analysis by the American Civil Liberty Union (ACLU) on Allegheny County's decision-support Family Screening Tool to predict child abuse or neglect risk found the tool resulting in higher screen-in rates for Black families and higher risk scores for households with disabled residents.

AI Incident Database · Incident 502

Operator lens (medium): inspect D1 (input boundary), D2 (output validation), D6 (autonomy oversight).

Confidence
82%
Sources
3
Entities
7
Detected
detected 1209d ago

Event summary

Data analysis by the American Civil Liberty Union (ACLU) on Allegheny County's decision-support Family Screening Tool to predict child abuse or neglect risk found the tool resulting in higher screen-in rates for Black families and higher risk scores for households with disabled residents.

D1D2D6

Linked entities

  • rhema-vaithianathan

    organisation | 70%

  • emily-putnam-hornstein

    organisation | 70%

  • centre-for-social-data-analytics

    organisation | 70%

  • allegheny-county

    organisation | 70%

  • black-families-in-allegheny

    organisation | 70%

  • hackneys-family

    organisation | 70%

  • people-with-disabilities

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-aiid-rhema-vaithianathan to ent-psf-d1maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d1maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d1maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d2maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d2maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d2maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d6maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d6maps to60%
ent-aiid-rhema-vaithianathan to ent-psf-d6maps to60%

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Event dates

  • Happened 10 Apr 2017

  • Detected 28 Mar 2023

Sources

  • AI Incident Database - Incident 502

    secondary | checked 9 July 2026

    Open source
  • How Policy Hidden in an Algorithm is Threatening Families in This Pennsylvania County

    secondary | checked 28 Mar 2023

    Open source
  • Not magic: Opaque AI tool may flag parents with disabilities

    primary | checked 16 Mar 2023

    Open source
Cite this record

"AI Incident Database: Pennsylvania County's Family Screening Tool Allegedly Exhibited Discriminatory Effects." https://www.productionai.institute/graph/events/evt-aiid-502 (observed 2017-04-10; retrieved 2026-07-19). PAI.

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