Parents and institutions want both safety and outcomes. You can have both with the right engineering and policy.
This article explains practical safeguards and how Kuizzo approaches privacy by design.
Collect only what is necessary for learning outcomes; make deletion self-serve.
Personalize without centralizing sensitive raw data wherever possible.
Clear toggles for parents and admins build trust and meet regulations.