AI Educational Content Disclosure

AI as an assistant, never an author

We may use AI tools to support content production — for example, to brainstorm outlines, draft explanations, suggest practice items, generate first-pass illustrations, or check grammar. AI is used as an assistant; it is not treated as a final author.

Human review

Educational materials that meaningfully rely on AI-generated drafts are reviewed by a human editor or educator when practical before publication. Even with review, AI-assisted outputs may contain inaccuracies, dated information, or omissions.

Use independent judgment

Parents, caregivers, teachers, tutors, and other educators should exercise independent professional and parental judgment when using AI-assisted materials. AI-assisted outputs are not a substitute for advice from qualified educators, clinicians, or other professionals.

What we will not do

We will not:

• Publish unedited AI output as authoritative reference material.
• Use AI to fabricate research, statistics, or expert quotations.
• Use AI to mass-produce thin, doorway, or duplicate content.