The short answer
Families get conversation prompts and a shared agreement that treats AI literacy as a safety skill rather than a one-time ban.
The decision standard is simple: preserve the source, state the limits, and make the next human check obvious. A useful article should reduce uncertainty without pretending that every unknown has been resolved.
What to examine
Useful boundaries cover personal data, intimate images, emotional reliance, unsafe advice, school rules, source checking, purchases, and when to involve a trusted adult.
Start with scope. Identify the product, account, audience, jurisdiction, data, and decision involved. Then separate what was directly observed from what a vendor, researcher, regulator, or commentator says. Record dates because AI products, access rules, and prices change quickly.
AI tools are not substitutes for emergency, medical, mental-health, legal, or safeguarding support. Age requirements and school policies vary.
A practical way to do it
- Review the product’s age rules and privacy controls together.
- Choose categories of information that never go into a tool.
- Practice checking a confident answer and asking an adult for help.
Keep the worksheet or test record with the draft. If another editor cannot reproduce the check from the saved evidence, the article is not ready.
Editorial guardrail
Do not fill a missing fact with a plausible sentence. Mark it as unknown, find a stronger source, narrow the claim, or remove it. Commentary belongs in a clearly labeled paragraph after the reported facts, not inside them.
Primary-source reading list
These are starting points, not automatic support for every sentence. The publishing editor must open each cited page and confirm the claim it supports on the day of review.
Bottom line
Families get conversation prompts and a shared agreement that treats AI literacy as a safety skill rather than a one-time ban.