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インシデント 144: YouTube's AI Mistakenly Banned Chess Channel over Chess Language Misinterpretation

概要: YouTube's AI-powered hate speech detection system falsely flagged chess content and banned chess creators allegedly due to its misinterpretation of strategy language such as "black," "white," and "attack" as harmful and dangerous.

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新しいレポート新しいレポート新しいレスポンス新しいレスポンス発見する発見する履歴を表示履歴を表示

組織

すべての組織を表示
推定: YouTubeが開発し提供したAIシステムで、Antonio Radic , YouTube chess content creators と YouTube usersに影響を与えた

インシデントのステータス

インシデントID
144
レポート数
6
インシデント発生日
2020-06-28
エディタ
Sean McGregor, Khoa Lam
Applied Taxonomies
GMF, CSETv1, MIT

GMF 分類法のクラス

分類法の詳細

Known AI Goal Snippets

One or more snippets that justify the classification.
 

(Snippet Text: YouTube's overeager AI might have misinterpreted a conversation about chess as racist language. , Related Classifications: Hate Speech Detection), (Snippet Text: Using the software on over 680,000 comments taken from five popular YouTube chess channels, they found 82 percent of the comments flagged in a sample set didn't include any obvious racist language or hate speech., Related Classifications: Hate Speech Detection)

CSETv1 分類法のクラス

分類法の詳細

Incident Number

The number of the incident in the AI Incident Database.
 

144

AI Tangible Harm Level Notes

Notes about the AI tangible harm level assessment
 

It is possible that Antonio Radic may have lost some revenue from having his YouTube channel suspended for 24 hours, given its popularity. However, this is not explicitly mentioned in the reports.

Special Interest Intangible Harm

An assessment of whether a special interest intangible harm occurred. This assessment does not consider the context of the intangible harm, if an AI was involved, or if there is characterizable class or subgroup of harmed entities. It is also not assessing if an intangible harm occurred. It is only asking if a special interest intangible harm occurred.
 

no

Date of Incident Year

The year in which the incident occurred. If there are multiple harms or occurrences of the incident, list the earliest. If a precise date is unavailable, but the available sources provide a basis for estimating the year, estimate. Otherwise, leave blank. Enter in the format of YYYY
 

2020

MIT 分類法のクラス

Machine-Classified
分類法の詳細

Risk Subdomain

A further 23 subdomains create an accessible and understandable classification of hazards and harms associated with AI
 

7.3. Lack of capability or robustness

Risk Domain

The Domain Taxonomy of AI Risks classifies risks into seven AI risk domains: (1) Discrimination & toxicity, (2) Privacy & security, (3) Misinformation, (4) Malicious actors & misuse, (5) Human-computer interaction, (6) Socioeconomic & environmental harms, and (7) AI system safety, failures & limitations.
 
  1. AI system safety, failures, and limitations

Entity

Which, if any, entity is presented as the main cause of the risk
 

AI

Timing

The stage in the AI lifecycle at which the risk is presented as occurring
 

Post-deployment

Intent

Whether the risk is presented as occurring as an expected or unexpected outcome from pursuing a goal
 

Unintentional

インシデントレポート

レポートタイムライン

Incident Occurrence+4
AI mistakes ‘black and white’ chess chat for racism
Why a YouTube Chat About Chess Got Flagged for Hate Speech
AI mistakes ‘black and white’ chess chat for racism

AI mistakes ‘black and white’ chess chat for racism

independent.co.uk

YouTube algorithm accidentally blocks 'black v white' CHESS strategy

YouTube algorithm accidentally blocks 'black v white' CHESS strategy

dailymail.co.uk

AI May Mistake Chess Discussions as Racist Talk

AI May Mistake Chess Discussions as Racist Talk

cmu.edu

YouTube AI Misinterprets Chess Chat Involving 'Black' And 'White' Pieces, Flags for Racism

YouTube AI Misinterprets Chess Chat Involving 'Black' And 'White' Pieces, Flags for Racism

techtimes.com

YouTube AI blocks chess channel after mistaking 'black v white' discussion as racism

YouTube AI blocks chess channel after mistaking 'black v white' discussion as racism

tribune.com.pk

Why a YouTube Chat About Chess Got Flagged for Hate Speech

Why a YouTube Chat About Chess Got Flagged for Hate Speech

wired.com

AI mistakes ‘black and white’ chess chat for racism
independent.co.uk · 2021

Online discussions about black and white chess pieces are confusing artificial intelligence algorithms trained to detect racism and other hate speech, according to new research.

Computer scientists at Carnegie Mellon University began invest…

YouTube algorithm accidentally blocks 'black v white' CHESS strategy
dailymail.co.uk · 2021

YouTube's overeager AI might have misinterpreted a conversation about chess as racist language.

Last summer, a YouTuber who produces popular chess videos saw his channel blocked for including what the site called 'harmful and dangerous' con…

AI May Mistake Chess Discussions as Racist Talk
cmu.edu · 2021

"The Queen's Gambit," the recent TV mini-series about a chess master, may have stirred increased interest in chess, but a word to the wise: social media talk about game-piece colors could lead to misunderstandings, at least for hate-speech …

YouTube AI Misinterprets Chess Chat Involving 'Black' And 'White' Pieces, Flags for Racism
techtimes.com · 2021

It might be unbelievable at first that a YouTube algorithm has detected a chess discussion as 'racist' and flagged it for punishment. In the case of the chess YouTuber, he was blocked by the video-streaming company for the alleged, sensitiv…

YouTube AI blocks chess channel after mistaking 'black v white' discussion as racism
tribune.com.pk · 2021

The world’s most popular YouTube chess channel was blocked after artificial algorithms set up to detect racist content and hate speech mistook discussion about black and white chess pieces as racism, reports Independent UK.

On June 28, 2020…

Why a YouTube Chat About Chess Got Flagged for Hate Speech
wired.com · 2021

Last June, Antonio Radić, the host of a YouTube chess channel with more than a million subscribers, was live-streaming an interview with the grandmaster Hikaru Nakamura when the broadcast suddenly cut out.

Instead of a lively discussion abo…

バリアント

「バリアント」は既存のAIインシデントと同じ原因要素を共有し、同様な被害を引き起こし、同じ知的システムを含んだインシデントです。バリアントは完全に独立したインシデントとしてインデックスするのではなく、データベースに最初に投稿された同様なインシデントの元にインシデントのバリエーションとして一覧します。インシデントデータベースの他の投稿タイプとは違い、バリアントではインシデントデータベース以外の根拠のレポートは要求されません。詳細についてはこの研究論文を参照してください

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