What we found
In an August 2026 consumer alert, the FTC promotes Youville, a free tool aimed at helping parents talk with their 8-12 year-olds about making good decisions online. The FTC says the activities are designed to help kids learn what information is personal and how to protect it, what to consider before posting, how to spot and avoid scams, and what to do if someone uses bullying language online. According to the alert, the materials at ftc.gov/Youville include printable activity sheets, lesson plans built around a 10-minute mini lesson with conversation questions, an arts and crafts project, and free bookmarks that can be ordered for kids or for a local library. The alert frames Youville as a story-based town where characters called Youbies face chaos caused by a figure called The Claud, and kids work through the activities as they help. If you are handed a link that claims to be this tool, type the official address yourself instead of following a forwarded link.
- The single harvested row is an official FTC consumer alert and is the direct source for every sentence.
- The description of the tool, the age range and the activity formats are stated plainly in the row text.
- Only one row was harvested, so there is no corroborating or contrasting material.
- Reviewed by 2 models, 1 from independent houses.
- This is a higher-risk finding. Our rule asks for 2 independent reviews before we state full confidence; 1 returned.
- Confidence is shown as moderate for that reason, not because the evidence is weaker.
THE RULE
No scam incident, loss amount or impersonation attempt appears in the harvested material — this is an awareness resource, not an active alert.
What we don’t know
- Whether any specific scam tactic aimed at children prompted the release is not stated in the harvested row.
- No report counts, loss figures or age-group victim data appear in the harvested material.
- How long the free bookmark orders remain available is not stated.
- Whether translated or classroom versions exist is not stated.
The bench — who voted
2 INDEPENDENT AI MODELS REVIEWED THIS. 1 OF 2 — ONE MODEL DISSENTED. READ WHY.
The card names a count. Here are the seats behind it, with what each one said.
ANTHROPICclaude-opus-5 · LOW
The single evidence row supports only the skeleton: a free FTC tool for 8-12 year-olds with printable sheets, lesson plans and bookmarks covering personal information and spotting scams. The finding adds a substantial layer of specifics found nowhere in the row — the story-based town, characters called Youbies, an antagonist called The Claud, a 10-minute mini lesson format with conversation questions, an arts and crafts project, bookmarks orderable for a local library, guidance on what to consider before posting, and handling bullying language. These may well be accurate, but on the evidence supplied they are unverified elaboration.
DISSENT, PRESERVEDThe underlying CLAIM as written is carried by the evidence; my 'overstated' verdict is directed at the expanded FINDING, not at the existence of the resource. An editor who trims the finding back to the row's contents would have a publishable item.
GROQopenai/gpt-oss-120b · MODERATE
The finding adds specifics (story‑based town, characters called Youbies, figure The Claud, 10‑minute mini‑lesson, conversation questions, arts‑and‑crafts project, and advice to type the official URL) that are not present in the cited evidence row, which only mentions printable sheets, lesson plans, bookmarks, and helping kids spot and avoid scams.
Reviewed by 2 independent models; all judged the finding to go beyond the evidence.
▼ Protocol & challenge record
Objection (high): The closing sentence — 'If you are handed a link that claims to be this tool, type the official address yourself instead of following a forwarded link' — carries empty row_ids. It is unsourced editorializing inserted into a paragraph otherwise attributed to the FTC alert, and it manufactures a threat scenario (Youville-branded phishing links in circulation) for which there is zero evidence in the harvest. It also directly contradicts the draft's own risk_line, which states that 'no impersonation attempt appears in the harvested material.' A reader will plausibly infer the FTC warned about fake Youville links. It did not.
Not resolved — preserved on the record.
Objection (medium): Currency is asserted but not verified. The only row is a 2026-08-05 alert that is explicitly seasonal ('these last days of summer'). Nothing in the harvest establishes that ftc.gov/Youville still resolves, that the printable materials are still posted, or that the FREE bookmark order channel is still open at the time of publication. FTC consumer-education pages and giveaway offers are routinely retired or moved. The draft lists bookmark duration under 'unknowns' but then states in the finding, in the present tense, that bookmarks 'can be ordered' — an unverified live-availability claim.
Not resolved — preserved on the record.
Objection (medium): Confidence 'high' rests on a single row with, by the draft's own admission, 'no corroborating or contrasting material,' and no independent confirmation that the destination URL exists. For a purely descriptive restatement of an agency's own announcement that is defensible; but 'high' should not extend to the operational instructions (order bookmarks, download sheets), which depend on the site being live and were not checked.
Resolved: Partially resolved by the draft's own confidence_reasons, which disclose the single-row basis. Recommend downgrading to 'medium' for the operational details (bookmark ordering, downloadable sheets) while keeping 'high' for the existence and description of the alert.
Objection (low): Source-to-claim stretch on 'a figure called The Claud.' The row says only 'The Claud causes chaos in town.' Whether The Claud is a character, a weather event, a cloud, or an abstraction is not stated. 'Figure' is an inference dressed as description.
Resolved: Fixable in-line: change 'a figure called The Claud' to 'something called The Claud,' or quote the row — 'The Claud causes chaos in town.' No further sourcing needed.
Objection (low): Internal inconsistency in targeting: the share_directive tells readers to forward to teachers, while unknowns concede that 'whether translated or classroom versions exist is not stated.' The row mentions parents, kids, and libraries — not classrooms or teachers. The directive extends the audience past the source.
Resolved: Either drop 'or teacher' from the share_directive, or drop the classroom unknown. Recommend narrowing the directive to parents, guardians and caregivers, which is what the row supports.
Objection (low): Headline claim generalizes: 'teach children online safety habits' where the source is narrowly scoped to 8-12 year-olds and to helping parents 'talk with' kids, with no effectiveness evidence. 'Teach' overstates what a printable activity sheet is documented to accomplish.
Resolved: Reword the claim to track the source: 'a free activity kit parents can use to talk with 8-12 year-olds about online safety, including how to spot and avoid scams.' The evidence limitation already notes the absence of effectiveness data; the claim line should match it.
Objection (low): The arts-and-crafts detail is flattened. The row's specific instruction (color and cut blades to attach to a 'JumboFan') becomes a generic 'arts and crafts project.' Harmless, but the draft claims to be reporting what the alert says, and the one concrete craft is the JumboFan.
Resolved: Restore the JumboFan detail or accept the generalization as non-material. Low stakes either way.
Preserved dissent
ON THE RECORDI do not accept the final sentence of the finding. It has no row backing, it invents a phishing scenario that appears nowhere in the harvest, and it sits inside a paragraph a reader will read as the FTC's own guidance. It also flatly contradicts the draft's risk_line. Generic hygiene advice is not free of cost when it implies a threat that was never reported. Cut it, or move it out of the attributed finding and label it plainly as the Desk's own general advice, unconnected to this alert.
ON THE RECORDI do not accept 'confidence: high' being applied uniformly. Nobody confirmed the destination page or the bookmark offer is still live. Telling parents to go order free bookmarks off a single seasonal alert, without touching the URL, is the kind of small currency failure that produces dead links and lost trust. Downgrade the operational portion.
ON THE RECORDIf it were my call I would also drop 'teacher' from the share directive. The draft simultaneously tells teachers to use this and admits it does not know whether a classroom version exists. Pick one.
The sources
Official sourceYouville: Helping kids build online safety skills this summer and school year2026-08-05
The FTC's August 2026 consumer alert describes Youville as a free tool with printable sheets, lesson plans and bookmarks to help 8-12 year-olds learn to protect personal information and to spot and avoid scams.
Authority: official. Retrieved 2026-08-15.
Limitation: The row announces an educational resource and gives no data on scams targeting children, no reported cases and no effectiveness measures.
Open the original source →Other checks
Approved by ihubglobalhq on 2026-08-17, after the six-point evidence checklist.
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