In the hierarchy

1. Part II: Societal & Human Concerns
2. D15. Education & Knowledge
3. 15.1 K–12 & higher education

Virtues and principles to explore

Held as inquiry, not as a verdict.

• Learning together

  Success is small victories, not applause.

• Humility

  Center principle

  The map is larger than any one of us.

• Truthfulness

  Center principle

  Every claim sourced. Uncertainty stated as such. Never trade in fear.

Starter questions

Written to probe curiosity and learning, not accusation.

1. 01What might we be missing if we treat “Curricular capture by AI vendors” only as a technical problem?
2. 02If a colleague raised this concern tomorrow, how would we receive it as inquiry rather than accusation?
3. 03What capacity would we need — in people, in the institution, in the tools — to meet this well?
4. 04What would Truthfulness require of us here, before we proceed?

Also on this branch

• Assessment integrity collapse12
• Grading-AI errors and bias15
• Personalized-tutor benefits vs risks16
• Learning-loss debate12
• Teacher displacement12
• Adaptive-learning surveillance12

Frameworks and sources

• UNESCO Recommendation on the Ethics of AIframework