How the Oct 26, 2026 review of Disinformation went
An independent reviewer read the finished page and checked it. 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, run independently
- Bias 3 findings
- Tone 5 findings
- Factual accuracy 2 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.
- Fixed7
- Open3
- 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
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 10 findings
Quoted text is from the version of the page the reviewer saw.Open · 3
- Needs researchBias · low
“Efforts to combat disinformation include:”
Why it was flagged
The Detection and Response section lists fact-checking, platform content moderation and government disclosure requirements only as efforts to combat disinformation. It omits the documented disputes over them: claims of bias in fact-checking, concerns about censorship, and the disagreement over who decides what counts as disinformation. Listing the measures without that context reads as implied endorsement.
Why it is still open
Real gap, but adding the contested-label context requires sourced claims that are not on the page. Evidence needed: reputable sources documenting disputes over fact-checking and moderation of alleged disinformation (and consider linking to a free-speech or content-moderation entry).
- Needs researchBias · low
“gained renewed prominence in American political discourse in the 2010s, particularly following the 2016 U.S. presidential election and investigations into foreign interference campaigns.”
Why it was flagged
The only modern-era context given is foreign interference around 2016. The page does not mention domestic actors or the later partisan disagreement over what counts as disinformation.
Why it is still open
The sentence is a factual description of when the term gained prominence and is not itself biased. Broadening it to domestic actors and the partisan dispute requires sources not currently on the page.
- Needs researchTone · low
“Heightened political tensions”
Why it was flagged
Vague, evaluative phrase with no documented measure. Replace with a specific measurable outcome or remove.
Why it is still open
The bullet sits under an introduction that already frames these as associations with contested causality. Replacing it with a measurable outcome (for example a measured change in affective polarization) needs a source not on the page.
Fixed · 7
- FixedBias · low
Before “**Astroturfing**: Fake grassroots movements”
After “**Astroturfing**: Organized campaigns presented as spontaneous public support”
Why it was flagged
'Astroturfing' is a term of art used without attribution or gloss, and the bare definition states flatly that such movements are fake.
What was done
Kept the term of art (findability) and replaced the flat 'fake' judgment with a neutral gloss describing the behavior.
- FixedTone · low
Before “Unlike misinformation (false information spread without malicious intent), disinformation is deliberately crafted to mislead.”
After “Unlike misinformation (false information spread without intent to deceive), disinformation is deliberately crafted to mislead.”
Why it was flagged
"Malicious" is a moral characterization of intent. The definition needs only the distinction between deliberate and non-deliberate spread.
What was done
Replaced 'malicious intent' with 'intent to deceive'.
- FixedTone · low
Before “Disinformation is often designed to trigger strong emotional responses that generate high engagement, causing algorithms to promote the content more widely.”
After “Disinformation is sometimes designed to trigger strong emotional responses that generate high engagement, which can lead some ranking algorithms to promote the content more widely.”
Why it was flagged
States as fact, without attribution, that creators design content to exploit emotion and that this causes algorithmic promotion. Reads as an interpretation of motive.
What was done
Hedged the frequency ('often' to 'sometimes') and the causal verb ('causing' to 'can lead some ranking algorithms to').
- FixedTone · low
Before “Digital platforms have expanded both the reach and speed of disinformation campaigns.”
After “Digital platforms are widely described as having expanded both the reach and speed of disinformation campaigns.”
Why it was flagged
Unquantified, unattributed claim of amplification. Cite a measured effect or hedge it.
What was done
Hedged as a widely described view rather than an unsourced flat claim; a sourced comparison to pre-digital baselines would need research.
- FixedTone · low
Before “**Astroturfing**: Fake grassroots movements”
After “**Astroturfing**: Organized campaigns presented as spontaneous public support”
Why it was flagged
"Fake" is a judgment applied without attribution or gloss. Keep the term of art but gloss it neutrally.
What was done
Same edit as the bias finding on this line: neutral gloss replaces 'Fake grassroots movements'.
- FixedFactual accuracy · low
Before “Disinformation is often designed to trigger strong emotional responses that generate high engagement, causing algorithms to promote the content more widely.”
After “Disinformation is sometimes designed to trigger strong emotional responses that generate high engagement, which can lead some ranking algorithms to promote the content more widely.”
Why it was flagged
Unsourced causal chain from design intent to emotional response to engagement to algorithmic promotion; none of the listed sources test it.
What was done
Hedged the claim (sometimes; can lead some ranking algorithms to). A sourced version would need a citation on engagement-based ranking.
- FixedFactual accuracy · low
Before “Digital platforms have expanded both the reach and speed of disinformation campaigns.”
After “Digital platforms are widely described as having expanded both the reach and speed of disinformation campaigns.”
Why it was flagged
Broad causal and comparative claim with no citation or comparison to pre-digital baselines; the cited sources measure false-story spread on Twitter and Facebook, not campaigns relative to earlier media.
What was done
Softened to a widely described view, as the finding suggested.