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https://www.productionai.institute/graph/events/evt-incident-amazon-hiring-algorithm

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Production AI Institute public record · Reuters: Amazon Recruiting AI Discriminated Against Women · observed 2018-01-01
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incident event
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Reuters: Amazon Recruiting AI Discriminated Against Women

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…

Confidence
80%
Sources
2
Entities
1
Detected
detected 3134d ago

Event summary

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…

D3D6

Linked entities

  • Amazon

    organisation | 72%

Related graph edges

EdgeTypeConfidence
ent-org-amazon to ent-psf-d3maps to62%
ent-org-amazon to ent-psf-d6maps to62%

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Event dates

  • Happened 1 Jan 2018

  • Detected 1 Jan 2018

Sources

  • Amazon Recruiting AI Discriminated Against Women — PAI incident record

    pai assessment | checked 3 July 2026

    Open source
  • Reuters — Amazon scraps AI recruiting tool that showed bias against women

    primary | checked 3 July 2026

    Open source
Cite this record

"Reuters: Amazon Recruiting AI Discriminated Against Women." https://www.productionai.institute/graph/events/evt-incident-amazon-hiring-algorithm (observed 2018-01-01; retrieved 2026-08-01). PAI.

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