YouTube's AI Mistakenly Banned Chess Channel over Chess Language Misinterpretation

June 28, 2020

YouTube's AI-driven hate speech detection system erroneously flagged chess content, resulting in bans for creators. This occurred due to the misinterpretation of strategic language like 'black,' 'white,' and 'attack' as harmful or dangerous.

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Matched TAIM controls

Suggested mapping from embedding similarity (not a formal assessment). Browse all TAIM controls

GOVERN 1.7 — similarity 0.624, rank 1. TAIM detail and related incidents →
MEASURE 2.6 — similarity 0.623, rank 2. TAIM detail and related incidents →
GOVERN 1.1 — similarity 0.621, rank 3. TAIM detail and related incidents →

Alleged deployer: youtube
Alleged developer: youtube
Alleged harmed parties: antonio-radic, youtube-chess-content-creators, youtube-users

Source

Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/144

Data source

Incident data is from the AI Incident Database (AIID).

When citing the database as a whole, please use:

McGregor, S. (2021) Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database. In Proceedings of the Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-21). Virtual Conference.

Pre-print on arXiv · Database snapshots & citation guide

We use weekly snapshots of the AIID for stable reference. For the official suggested citation of a specific incident, use the “Cite this incident” link on each incident page.