Safety and trust
Safety
AI supports reasoning and confidence - it does not shame, label, diagnose, or give children unsupervised authority.
Tutor guardrails
The tutor is constrained to short child-safe responses, one next-step question, no direct answer leaking, no diagnosis labels, and quiet adaptation for sensory and emotional state.