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Foundational Standard

AI Education Safety and Data Governance Guideline

AAB foundational guideline for safe, transparent, and accountable AI education implementation

Summary

Sets expectations for safety, data governance, transparency, human oversight, accessibility, and responsible implementation in AI literacy programs.

Key evidence signals

  • AI education implementation should make human oversight and disclosure visible.
  • Data and privacy expectations should be documented before learner-facing activity.
  • Safety review should include age, accessibility, bias, procurement, and family/community communication considerations.

Recommendations

  1. Document tool use, data handling, consent, and oversight before implementation.
  2. Apply stronger safeguards for minors and vulnerable learner contexts.
  3. Treat safety evidence as part of implementation quality, not as an optional appendix.