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Review report Review 1 of 2 · Apr 25, 2026

How the Apr 25, 2026 review of Dave Smith 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

    • Labeling 2 findings
    • Factual accuracy 4 findings

    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.

    • Fixed5
    • Open1
  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 6 findings

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

Open · 1

  • OpenLabeling · low
    “Libertarian Party”

    Why it was flagged

    Proper noun usage, not a labeling violation.

    Why it is still open

    No reason was recorded.

Fixed · 5

  • FixedFactual accuracy · high

    Before “He explored a potential run for the 2024 Libertarian Party presidential nomination before ultimately deciding not to pursue it.”

    Why it was flagged

    Smith actively sought the nomination and competed at the LP convention in May 2024 but lost to Chase Oliver on the seventh ballot.

    What was done

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

  • FixedFactual accuracy · high

    Before “In 2012, Smith launched Part of the Problem”

    Why it was flagged

    The 2012 launch date is likely incorrect. Gas Digital Network was not established until 2013-2014.

    What was done

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

  • FixedFactual accuracy · medium

    Before “He co-founded the comedy podcast Legion of Skanks”

    Why it was flagged

    Smith is a co-host, not co-founder. Luis J. Gomez is primarily credited as founder.

    What was done

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

  • FixedLabeling · medium

    Before “Brought anti-interventionist foreign policy perspectives to podcast audiences”

    Why it was flagged

    Anti-interventionist is a political positioning label.

    What was done

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

  • FixedFactual accuracy · low

    Before “followerCount: 500k+ YouTube subscribers, 400k+ Twitter followers”

    Why it was flagged

    Follower counts are vague approximations with no date or source.

    What was done

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

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