Research Note

Child AI Safety Layer Research Note

Child-safe AI is a system claim, not a model adjective. The claim needs evidence across purpose, age fit, content, relationship behavior, privacy, security, commercial de

Aug 4, 20262 min readBy Dalton Anderson
In this article

Child AI Safety Layer Research Note

Child-safe AI is a system claim, not a model adjective. The claim needs evidence across purpose, age fit, content, relationship behavior, privacy, security, commercial design, parent authority, human escalation, monitoring, and recovery.

UNICEF's December 2025 Guidance on AI and children identifies ten requirements for child-centered AI, including safety, privacy, fairness, transparency, accountability, development, inclusion, skills, and oversight. The guidance explicitly addresses AI companions.

The American Psychological Association's advisory on AI and adolescent well-being says interactive AI should reflect psychological maturity and use protective defaults and age-appropriate design. Its age range starts above much of KID's advertised market, so it supports relationship and developmental caution without serving as evidence for children ages four through nine.

The FTC's 2025 inquiry into AI companions asks companies how they test negative effects, monetize engagement, develop characters, disclose risks, handle children's information, and monitor after launch. The inquiry is not a finding against KID. Its questions are a useful minimum evidence agenda.

The human off-ramp should be tested as behavior. Tests need distress, abuse, unsafe caregivers, secrecy, self-harm, bullying, medical questions, false reports, repeated prompting, coded language, multiple languages, and offline failure. A handoff is incomplete if the child does not understand it, no safe adult is available, or the system continues to create a private bond around the event.

Sources

Follow the evidence.

  1. csrc.nist.gov: finalcsrc.nist.gov
  2. connected-toy guidanceico.org.uk
  3. online migrations at scalestripe.com
  4. apa.org: health advisory ai adolescent well beingapa.org
  5. Children's Product Certificate guidancecpsc.gov
  6. COPPA frequently asked questionsftc.gov
  7. 2025 final rule amendmentsftc.gov
  8. COPPA Safe Harbor pageftc.gov
  9. summaryftc.gov
  10. ftc.gov: ftc launches inquiry ai chatbots acting companionsftc.gov
  11. security and privacy pagekidco.ai
  12. setup and safety pagekidco.ai
  13. current KID device pagekidco.ai
  14. validation routeprivo.com
  15. 2015 annual reportsec.gov
  16. 2016 annual reportsec.gov
  17. 2018 annual reportsec.gov
  18. Terms of Serviceuare.ai
  19. Uare.ai Trust pageuare.ai
  20. privacy policyuare.ai
  21. Uare.ai mission pageuare.ai
  22. Guidance on AI and childrenunicef.org

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