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LLMMedium

Facebook's Automated Moderation Mistakenly Flagged Landmark's Name as Offensive

Occurred
Jan 15, 2021
Published
Jan 27, 2021
Source
AI Incident Database

Summary

Facebook's automated system mistakenly labelled posts featuring the seafaring landmark Plymouth Hoe as misogynistic.

Developers

  • Facebook

Deployers

  • Facebook

Harmed parties

  • Facebook users posting about Plymouth Hoe
  • Facebook users in Plymouth Hoe
  • Plymouth Hoe residents

Classification

Category confidence: 85%
Severity confidence: 90%

Rationale: Automated moderation system error causing false flagging of content.

Classifier: Qwen/Qwen3.5-35B-A3B-FP8

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