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https://www.productionai.institute/graph/events/evt-aiid-115

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Production AI Institute public record · AI Incident Database: Genderify’s AI to Predict a Person’s Gender Revealed by Free API Users to Exhibit Bias · observed 2022-10-25
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AI Incident Database: Genderify’s AI to Predict a Person’s Gender Revealed by Free API Users to Exhibit Bias

A company's AI predicting a person's gender based on their name, email address, or username was reported by its users to show biased and inaccurate results.

AI Incident Database · Incident 115

Operator lens (medium): inspect D1 (input boundary), D2 (output validation), D8 (provider fallback).

Confidence
82%
Sources
3
Entities
3
Detected
detected 1362d ago

Event summary

A company's AI predicting a person's gender based on their name, email address, or username was reported by its users to show biased and inaccurate results.

D1D2D8

Linked entities

  • genderify

    organisation | 70%

  • genderify-customers

    organisation | 70%

  • minority-groups

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-aiid-genderify to ent-psf-d1maps to60%
ent-aiid-genderify to ent-psf-d1maps to60%
ent-aiid-genderify to ent-psf-d1maps to60%
ent-aiid-genderify to ent-psf-d2maps to60%
ent-aiid-genderify to ent-psf-d2maps to60%
ent-aiid-genderify to ent-psf-d2maps to60%
ent-aiid-genderify to ent-psf-d8maps to60%
ent-aiid-genderify to ent-psf-d8maps to60%
ent-aiid-genderify to ent-psf-d8maps to60%

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Event dates

  • Happened 28 July 2020

  • Detected 25 Oct 2022

Sources

  • AI Incident Database - Incident 115

    secondary | checked 9 July 2026

    Open source
  • AI-Powered ‘Genderify’ Platform Shut Down After Bias-Based Backlash

    secondary | checked 25 Oct 2021

    Open source
  • Service that uses AI to identify gender based on names looks incredibly biased

    secondary | checked 23 Sept 2021

    Open source
Cite this record

"AI Incident Database: Genderify’s AI to Predict a Person’s Gender Revealed by Free API Users to Exhibit Bias." https://www.productionai.institute/graph/events/evt-aiid-115 (observed 2020-07-28; retrieved 2026-07-18). PAI.

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