Safety and trust
AI learning approach
AI is the adaptive tutor layer, not the whole school. The durable value is the learning graph, evidence, and feedback loop.
How AI should behave
AI should ask better next questions, adapt examples to interests, classify mistakes carefully, and help parents see patterns. It should not replace judgment or promise magic outcomes.