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Production AI Institute public record · underrepresented-groups-in-training-data · observed 2022-09-14
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underrepresented-groups-in-training-data

underrepresented-groups-in-training-data - organisation named in the AI Incident Database harm index.

Confidence
70%
Sources
2
Events
1
Observed
observed 1413d ago
underrepresented-groups-in-training-data

What changed

Unsupervised image generation models trained using Internet images such as iGPT and SimCLR were shown to have embedded racial, gender, and intersectional biases, resulting in stereotypical depictions.

  • An AI saw a cropped photo of AOC. It autocompleted her wearing a bikini.https://www.technologyreview.com/2021/01/29/1017065/ai-image-generation-is-racist-sexist
  • AI Incident Database - Incident 367https://incidentdatabase.ai/cite/367/

Timeline

  1. 14 Sept 2022iGPT, SimCLR Learned Biased Associations from Internet Training Data
    Incident78%
    • An AI saw a cropped photo of AOC. It autocompleted her wearing a bikini.https://www.technologyreview.com/2021/01/29/1017065/ai-image-generation-is-racist-sexist
    • AI Incident Database - Incident 367https://incidentdatabase.ai/cite/367/

PSF mapping

No PSF domains are mapped to this entity in the current public record.

Source trail (2)

secondary · checked 9 July 2026

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secondary · checked 14 Sept 2022

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"underrepresented-groups-in-training-data." https://www.productionai.institute/graph/entities/aiid-underrepresented-groups-in-training-data (observed 2022-09-14; retrieved 2026-07-28). PAI.

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