Teacher centrality
AI does not replace teachers
Teachers remain responsible for instruction, classroom relationships, and final judgment.
Responsible AI
Educational intelligence must stay human-centered, safe, and school-aligned.
Turins should present AI carefully: as learning intelligence that helps diagnosis, feedback, practice selection, and reporting — not as a replacement for teachers, parents, or institutional judgment.
Transparency
Explainable recommendations
Students and parents should understand why next steps are suggested.
Child safety
No exploitative engagement
Learning products must avoid addictive social-product mechanics.
Data minimization
Useful data only
Collect learning signals that improve education, not surveillance-heavy behaviour.
Governance
School control
Institutions need clear control over rollout, data, and reporting.
Humility
No magic claims
AI should be positioned as support, not a miracle solution.