How the Aug 11, 2026 review of Lamar 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
- 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 5 findings
- Tone 7 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.
- Fixed11
- 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 12 findings
Quoted text is from the version of the page the reviewer saw.Open · 1
- OpenFactual accuracy · low
“In the days following the blackout, dozens of congressional co-sponsors withdrew their support.”
Why it was flagged
The exact number of co-sponsors who withdrew support varies by source; 'dozens' is a vague quantification that could be replaced with a specific, sourced number.
Why it is still open
No reason was recorded.
Fixed · 11
- FixedFactual accuracy · medium
Before “An estimated 10 million people signed online petitions, and millions more contacted their representatives in Congress.”
Why it was flagged
This figure is imprecise/unverifiable as stated. Commonly cited figures from the January 2012 protest include roughly 4.5 million signatures on Google's petition and approximately 8 million users who looked up their representatives via Wikipedia's tool; total contacts to Congress are variously reported. The blended figure should be sourced to a specific report rather than presented as an established statistic.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedFactual accuracy · low
Before “Creating the legislative catalyst that unified technology companies, digital rights organizations, and internet users in political opposition”
Why it was flagged
Unsupported causal framing overstating Smith's individual causal role in unifying disparate groups.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedFactual accuracy · medium
Before “Establishing a precedent that shaped subsequent congressional approaches to internet regulation”
Why it was flagged
Unsupported causal/legacy claim; no evidence provided that SOPA's defeat established a formal precedent shaping later congressional internet regulation efforts.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedFactual accuracy · low
Before “Demonstrating through SOPA's defeat that internet-based political mobilization could effectively counter established lobbying interests”
Why it was flagged
Broad causal generalization presented as demonstrated fact, extrapolating beyond the single documented event.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · medium
Before “triggering one of the largest internet protests in history”
Why it was flagged
Superlative claim in the frontmatter description that isn't sourced or quantified.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · medium
Before “provoked a massive coordinated internet protest in January 2012 and became a defining episode in the relationship between government regulation and online platforms”
Why it was flagged
'Massive' and 'became a defining episode' are dramatic, evaluative characterizations rather than neutral description.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · medium
Before “The protest demonstrated the capacity of internet users and technology platforms to organize political action at unprecedented scale.”
Why it was flagged
'Unprecedented scale' is an unsupported superlative editorializing on top of already-stated facts.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · medium
Before “Sponsoring SOPA, which catalyzed one of the largest coordinated online protests in internet history”
Why it was flagged
Repeats the unsupported superlative from the description field.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · medium
Before “Demonstrating through SOPA's defeat that internet-based political mobilization could effectively counter established lobbying interests”
Why it was flagged
Frames the outcome as a normative lesson/vindication rather than neutral factual description.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · low
Before “Providing a formative political experience for a generation of internet users who participated in the anti-SOPA campaign”
Why it was flagged
Unsupported, sweeping claim about generational impact with no evidence or citation.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).
- FixedTone · high
Before “Smith's role in the SOPA episode illustrates a pivotal moment when the political power of organized internet users became undeniable, reshaping how lawmakers approached legislation affecting online platforms and digital rights.”
Why it was flagged
'Pivotal moment' and 'became undeniable' are dramatic, opinionated characterizations; 'reshaping how lawmakers approached' is an unsupported causal/impact claim presented as settled fact.
What was done
Quote no longer present in the source file (inferred by backfill; original rationale unrecorded).