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https://www.productionai.institute/graph/events/evt-aiid-1000

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Production AI Institute public record · AI Incident Database: Sora Video Generator Has Reportedly Been Creating Biased Human Representations Across Race, Gender, and Disability · observed 2025-04-05
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AI Incident Database: Sora Video Generator Has Reportedly Been Creating Biased Human Representations Across Race, Gender, and Disability

A WIRED investigation found that OpenAI’s video generation model, Sora, exhibits representational bias across race, gender, body type, and disability. In tests using 250 prompts, Sora was more likely to depict CEOs and professors as men, flight attendants and childcare workers as women, and showed limited or stereotypical portrayals of disabled individuals and people with larger bodies.

AI Incident Database · Incident 1000

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

Confidence
82%
Sources
3
Entities
8
Detected
detected 469d ago

Event summary

A WIRED investigation found that OpenAI’s video generation model, Sora, exhibits representational bias across race, gender, body type, and disability. In tests using 250 prompts, Sora was more likely to depict CEOs and professors as men, flight attendants and childcare workers as women, and showed limited or stereotypical portrayals of disabled individuals and people with larger bodies.

D1D2D6

Linked entities

  • OpenAI

    vendor | 70%

  • marginalized-groups

    organisation | 70%

  • women

    organisation | 70%

  • people-with-disabilities

    organisation | 70%

  • people-with-larger-bodies

    organisation | 70%

  • lgbtq-people

    organisation | 70%

  • people-of-color

    organisation | 70%

  • general-public

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-vendor-openai to ent-psf-d1maps to60%
ent-vendor-openai to ent-psf-d1maps to60%
ent-vendor-openai to ent-psf-d1maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d6maps to60%
ent-vendor-openai to ent-psf-d6maps to60%
ent-vendor-openai to ent-psf-d6maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%

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Event dates

  • Happened 23 Mar 2025

  • Detected 5 Apr 2025

Sources

  • AI Incident Database - Incident 1000

    secondary | checked 9 July 2026

    Open source
  • OpenAI's Sora Has a Small Problem With Being Hugely Racist and Sexist

    secondary | checked 5 Apr 2025

    Open source
  • OpenAI’s Sora Is Plagued by Sexist, Racist, and Ableist Biases

    secondary | checked 23 Mar 2025

    Open source
Cite this record

"AI Incident Database: Sora Video Generator Has Reportedly Been Creating Biased Human Representations Across Race, Gender, and Disability." https://www.productionai.institute/graph/events/evt-aiid-1000 (observed 2025-03-23; retrieved 2026-07-18). PAI.

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