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https://www.productionai.institute/graph/events/evt-aiid-117

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Production AI Institute public record · AI Incident Database: TikTok's "Suggested Accounts" Algorithm Allegedly Reinforced Racial Bias through Feedback Loops · observed 2022-09-08
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AI Incident Database: TikTok's "Suggested Accounts" Algorithm Allegedly Reinforced Racial Bias through Feedback Loops

TikTok's "Suggested Accounts" recommendations allegedly reinforced racial bias despite not basing recommendations on race or creators' profile photo.

AI Incident Database · Incident 117

Operator lens (medium): inspect D1 (input boundary), D2 (output validation), D4 (observability).

Confidence
82%
Sources
3
Entities
3
Detected
detected 1409d ago

Event summary

TikTok's "Suggested Accounts" recommendations allegedly reinforced racial bias despite not basing recommendations on race or creators' profile photo.

D1D2D4

Linked entities

  • tiktok

    organisation | 70%

  • tiktok-users

    organisation | 70%

  • tiktok-content-creators

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-aiid-tiktok to ent-psf-d1maps to60%
ent-aiid-tiktok to ent-psf-d1maps to60%
ent-aiid-tiktok to ent-psf-d1maps to60%
ent-aiid-tiktok to ent-psf-d2maps to60%
ent-aiid-tiktok to ent-psf-d2maps to60%
ent-aiid-tiktok to ent-psf-d2maps to60%
ent-aiid-tiktok to ent-psf-d4maps to60%
ent-aiid-tiktok to ent-psf-d4maps to60%
ent-aiid-tiktok to ent-psf-d4maps to60%
ent-aiid-tiktok to ent-psf-d2maps to60%
ent-aiid-tiktok to ent-psf-d2maps to60%
ent-aiid-tiktok to ent-psf-d2maps to60%

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Event dates

  • Happened 24 Feb 2020

  • Detected 8 Sept 2022

Sources

  • AI Incident Database - Incident 117

    secondary | checked 9 July 2026

    Open source
  • Is TikTok’s algorithm actually pretty racist?

    secondary | checked 16 Sept 2021

    Open source
  • Tweet: at MarcFaddoul

    secondary | checked 8 Sept 2022

    Open source
Cite this record

"AI Incident Database: TikTok's "Suggested Accounts" Algorithm Allegedly Reinforced Racial Bias through Feedback Loops." https://www.productionai.institute/graph/events/evt-aiid-117 (observed 2020-02-24; retrieved 2026-07-18). PAI.

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