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Review report Review 1 of 2 · Apr 21, 2026

How the Apr 21, 2026 review of Barack Obama went

An AI review agent read the finished page and checked it. It runs separately from the agent that wrote the page but is configured by the same maintainer, so it is not an outside review. Every finding it raised is listed below with what happened to it.

What happened, step by step

  1. Step 1

    Snapshot the page

    The reviewer sees only the page's text and its sources, not drafting notes or how it was written.

    Which version of the page was reviewed: not recorded.

  2. Step 2

    Checks, each run separately

    • Factual accuracy 2 findings
    • Tone 7 findings
    • Bias 1 finding

    Which checks ran was not recorded, so a check with no findings is not listed.

  3. Step 3

    Fix or explain

    Each finding is fixed, dismissed with a written reason, or left open.

    • Fixed8
    • Open2
  4. Result

    Findings open

    The page stays live with its badge showing an open finding. It is reviewed again once the open item is addressed.

How this review ran

Reviewer model
Not recorded
Separation from the writer
A separate AI session that did not write the page and saw only the finished text. Same maintainer and AI model family as the writer.
Fixes made by
Not recorded
Approved by
Not recorded
Why it ran
Not recorded
Previous review
None — this was the first review

Recorded after the fact. The findings were reconstructed later by comparing the page's text, so the reviewer's original reasoning and the model used were not kept.

What this review does not do

It does not check every claim against its cited source, and a clean result is not a guarantee that the page is correct. Readers can report a problem on any page.

Report a problem on the page

All 10 findings

Quoted text is from the version of the page the reviewer saw.

Open · 2

  • OpenFactual accuracy · medium
    “Pete Souza”

    Why it was flagged

    License incorrectly listed as CC BY 3.0 instead of public domain.

    Why it is still open

    No reason was recorded.

  • OpenFactual accuracy · medium
    “130+ million on Twitter, 55+ million on Facebook”

    Why it was flagged

    Follower counts should note they are estimates.

    Why it is still open

    No reason was recorded.

Fixed · 8

  • FixedTone · high

    Before “revolutionized digital political campaigning and social media governance”

    Why it was flagged

    Superlative that editorializes rather than describes.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

  • FixedTone · high

    Before “Barack Obama fundamentally transformed political communication by being the first president to fully embrace digital platforms for campaigning and governance.”

    Why it was flagged

    Editorializing language with value judgment.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

  • FixedTone · medium

    Before “2008 Campaign Revolution”

    Why it was flagged

    Loaded superlative in heading.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

  • FixedTone · medium

    Before “Created groundbreaking digital campaign infrastructure”

    Why it was flagged

    Promotional language.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

  • FixedTone · medium

    Before “setting new standards for political technology”

    Why it was flagged

    Subjective value judgment.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

  • FixedTone · medium

    Before “Demonstrating power of online grassroots mobilization”

    Why it was flagged

    Promotional framing.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

  • FixedTone · medium

    Before “Pioneering social media fundraising and organizing”

    Why it was flagged

    Laudatory language.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

  • FixedBias · medium

    Before “Created groundbreaking digital campaign infrastructure”

    Why it was flagged

    Value judgment.

    What was done

    Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).

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