How the Apr 25, 2026 review of David Hogg 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
- Factual accuracy 3 findings
- Labeling 1 finding
- Tone 4 findings
- Bias 3 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.
- Fixed10
- Open1
- 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
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 pageAll 11 findings
Quoted text is from the version of the page the reviewer saw.Open · 1
- OpenFactual accuracy · high
“birthYear: 2000”
Why it was flagged
David Hogg was born on April 12, 1999, not 2000. (Note: this finding was later determined to be incorrect; birthYear 2000 is correct.)
Why it is still open
No reason was recorded.
Fixed · 10
- FixedLabeling · high
Before “expanding focus to broader progressive causes”
Why it was flagged
The label progressive is a direct ideological label. Replaced with specific policy areas.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · high
Before “expanding focus to broader progressive causes”
Why it was flagged
Progressive is an ideological label explicitly prohibited by guidelines.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedBias · medium
Before “expanding focus to broader progressive causes”
Why it was flagged
The word progressive is an ideological label prohibited by guidelines.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedFactual accuracy · medium
Before “Continued political activism while attending Harvard University, expanding focus to broader progressive causes.”
Why it was flagged
Hogg deferred his Harvard enrollment. Framing attendance as beginning in 2020 was misleading.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · medium
Before “Direct, confrontational communication style”
Why it was flagged
Confrontational is an evaluative descriptor. Replaced with neutral description.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedBias · medium
Before “His prominence showed how social media enables young activists to rapidly gain national political influence and challenge established political figures and institutions.”
Why it was flagged
Closing statement had implicitly positive editorial tone.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · medium
Before “His prominence showed how social media enables young activists to rapidly gain national political influence and challenge established political figures and institutions.”
Why it was flagged
Closing sentence editorialized with broad interpretive conclusion.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · low
Before “Demonstration of how young people can gain political influence through digital platforms”
Why it was flagged
Interpretive claim framed as documented impact.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedFactual accuracy · low
Before “His prominence showed how social media enables young activists...”
Why it was flagged
Unsupported causal claim.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedBias · low
Before “Direct, confrontational communication style”
Why it was flagged
Confrontational could be asymmetric compared to other entries.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).