How the Sep 6, 2026 review of David Plouffe 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
- 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.
- Step 2
Checks, each run separately
- Tone 5 findings
Which checks ran was not recorded, so a check with no findings is not listed.
- Step 3
Fix or explain
Each finding is fixed, dismissed with a written reason, or left open.
- Fixed5
- Result
Nothing left open
Every finding was fixed or dismissed with a written reason.
How this review ran
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 pageAll 5 findings
Quoted text is from the version of the page the reviewer saw.Fixed · 5
- FixedTone · medium
Before “the operation that built the first large-scale digital organizing and small-dollar fundraising machine”
After “Campaign manager of Barack Obama's 2008 presidential campaign, which built a large-scale digital organizing and small-dollar fundraising operation”
Why it was flagged
The frontmatter description asserts a superlative ('first') and uses the loaded term 'machine' rather than describing the operation's documented scale.
What was done
Dropped the unsupported 'first' superlative and the loaded 'machine' framing; kept the factual description of what was built.
- FixedTone · medium
Before “The campaign Plouffe ran is the reference case for digital organizing in American politics, and the numbers behind that reputation are specific.”
After “The campaign Plouffe ran is frequently cited as an example of digital organizing in American politics, and the numbers behind that citation are specific.”
Why it was flagged
Characterizing the campaign as 'the reference case' is an editorial judgment about its importance/influence relative to others, not a documented fact.
What was done
Reworded to attribute the framing to how the campaign is cited rather than asserting it as a ranking/benchmark fact.
- FixedTone · low
Before “Plouffe's own retrospective framing, in a contemporaneous profile, was that of an operator who had recruited well:”
After “Plouffe described the campaign's recruitment in a contemporaneous profile: "We were very lucky that Chris gravitated to the campaign early."”
Why it was flagged
Interpretive characterization of Plouffe ('an operator who had recruited well') rather than a factual description; editorializes on the meaning of the quote instead of letting it speak for itself.
What was done
Removed the interpretive framing and replaced it with a neutral lead-in to the quote.
- FixedTone · medium
Before “Ran the campaign that established the template later campaigns tried to reproduce: a campaign-owned platform, small-dollar fundraising at scale, and volunteer self-organization rather than centrally directed field work”
After “Ran a campaign built around a campaign-owned platform, small-dollar fundraising at scale, and volunteer self-organization rather than centrally directed field work — structural choices later campaigns have cited as influential”
Why it was flagged
Asserts the campaign 'established the template' others 'tried to reproduce' — a sweeping causal/influence claim presented as fact without citation.
What was done
Hedged the causal claim: describes the structural choices as fact and frames the influence on later campaigns as something they have cited, not an established causal template.
- FixedTone · medium
Before “The FEC record shows the operation was staffed from February 2007, which is the unglamorous precondition for everything the campaign is remembered for”
After “The FEC record shows the operation was staffed from February 2007, before the primaries began”
Why it was flagged
'Unglamorous precondition for everything the campaign is remembered for' is dramatic, evaluative framing rather than a neutral statement of fact.
What was done
Replaced the evaluative flourish with a plain factual statement about timing relative to the primaries.