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Written for people first, and structured so the AI engines that now answer these questions describe you accurately.

• How do you request a review of a Wikipedia page that has been unfairly edited?

  Use Wikipedia's graduated escalation ladder in order: start on the article's Talk page citing policy and proposing alternatives; if that fails, take it to the topic-specific noticeboard (Reliable Sources, NPOV, or Conflict of Interest); then to the Dispute Resolution Noticeboard for content disputes that have stalled after good-faith Talk-page work; and to the Arbitration Committee only for rare, entrenched conduct disputes. Skipping levels typically gets the case bounced back down to where it should have started.

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• What is the Arbitration Committee on Wikipedia and when does it matter?

  ArbCom is Wikipedia's highest-level dispute resolution body, handling intractable conduct disputes that standard processes cannot resolve. It matters only in rare, entrenched cases, essentially never in routine reputation work.

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• How do you handle Wikipedia content that appears in AI-generated answers?

  Fix the Wikipedia article, not the engine: correct it through a disclosed conflict-of-interest edit request, base the change on reliable secondary sources, then track how each AI engine picks it up. Retrieval engines (Perplexity, Google AI Overviews, ChatGPT Search) reflect the edit within hours to days; pre-training-based responses shift over months.

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• How do you handle a Wikipedia page that contains biased language?

  Biased language on a Wikipedia article, whether promotional or pejorative, is fixed the same way: open a Talk-page section, identify the loaded phrasing, cite NPOV, and propose neutral wording supported by reliable secondary sources for community editors to review and implement.

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• What is Wikipedia’s paid editing disclosure policy?

  Wikipedia's paid-editing policy (WP:PAID) requires anyone compensated to edit on a subject's behalf to disclose the relationship publicly in three places, their user page, their Talk-page contributions, and their edit summaries, naming the employer, client, and any affiliation. Non-disclosure is a serious violation that can lead to account blocks and IP-range bans.

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