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https://www.productionai.institute/graph/entities/incident-org-amazon

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Production AI Institute public record · Amazon · observed 2018-01-01
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Amazon

Amazon — organisation named in the Production AI Institute incident registry.

Confidence
72%
Sources
2
Events
1
Observed
observed 3172d ago
Amazon

What changed

Amazon built an AI recruiting tool trained on a decade of historical hiring data. Because most CVs submitted during that period came from men, the model learned to penalise CVs that contained words like 'women's' (as in 'women's chess club') and downgraded graduates of all-women's colleges. Amazon…

  • Amazon Recruiting AI Discriminated Against Women — PAI incident recordhttps://www.productionai.institute/incidents/amazon-hiring-algorithm
  • Reuters — Amazon scraps AI recruiting tool that showed bias against womenhttps://www.reuters.com/article/us-amazon-com-jobs-automation-insight-idUSKCN1MK0AG/

Timeline

  1. 1 Jan 2018Amazon Recruiting AI Discriminated Against Women
    Incident80%
    • Amazon Recruiting AI Discriminated Against Women — PAI incident recordhttps://www.productionai.institute/incidents/amazon-hiring-algorithm
    • Reuters — Amazon scraps AI recruiting tool that showed bias against womenhttps://www.reuters.com/article/us-amazon-com-jobs-automation-insight-idUSKCN1MK0AG/

PSF mapping

D3D6

This entity's public record implicates D3-DATA-HANDLING-RECORD, D6-AUTONOMY-OVERSIGHT-MATRIX: inspect linked events and sources before changing production controls.

Source trail (2)

primary · checked 3 July 2026

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pai assessment · checked 3 July 2026

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Related records

Connected entities

standardPSF D3 — Data ProtectionstandardPSF D6 — Human Oversight

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"Amazon." https://www.productionai.institute/graph/entities/incident-org-amazon (observed 2018-01-01; retrieved 2026-09-08). PAI.

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