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https://www.productionai.institute/graph/entities/aiid-gayathri-mahalingam

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Production AI Institute public record · gayathri-mahalingam · observed 2022-11-30
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gayathri-mahalingam

gayathri-mahalingam - organisation named in the AI Incident Database harm index.

Confidence
70%
Sources
3
Events
1
Observed
observed 1336d ago
gayathri-mahalingam

What changed

YouTube videos of transgender people used by researchers to study facial recognition during gender transitions were used and distributed without permission.

  • How a flawed biometrics research project singled out LGBTQ+ individualshttps://venturebeat.com/ai/how-a-flawed-biometrics-research-project-exposed-ai-ethical-issues-singled-out-lgbtq-individuals/
  • Transgender YouTubers had their videos grabbed to train facial recognition softwarehttps://www.theverge.com/2017/8/22/16180080/transgender-youtubers-ai-facial-recognition-dataset
  • AI Incident Database - Incident 409https://incidentdatabase.ai/cite/409/

Timeline

  1. 30 Nov 2022Facial Recognition Researchers Used YouTube Videos of Transgender People without Consent
    Incident82%
    • How a flawed biometrics research project singled out LGBTQ+ individualshttps://venturebeat.com/ai/how-a-flawed-biometrics-research-project-exposed-ai-ethical-issues-singled-out-lgbtq-individuals/
    • Transgender YouTubers had their videos grabbed to train facial recognition softwarehttps://www.theverge.com/2017/8/22/16180080/transgender-youtubers-ai-facial-recognition-dataset
    • AI Incident Database - Incident 409https://incidentdatabase.ai/cite/409/

PSF mapping

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

Source trail (3)

secondary · checked 9 July 2026

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secondary · checked 30 Nov 2022

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secondary · checked 17 Oct 2022

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"gayathri-mahalingam." https://www.productionai.institute/graph/entities/aiid-gayathri-mahalingam (observed 2022-11-30; retrieved 2026-07-28). PAI.

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