Irene Kiwia.
Prediction exposure

Which AI futures are already starting inside you?

0 Not visible · 1 Early signs · 2 Happening in parts · 3 Material exposure. Score on evidence: claiming 2–3 asks for a one-line example. Running total 0/45

1. AI becomes institutional logic
2. Accountability overtakes adoption
3. Algorithmic Register becomes normal
4. Data sovereignty becomes balance-sheet
5. Vendor dependency becomes AI risk
6. Hidden AI is the biggest risk
7. AI makes culture visible
8. AI failures are governance failures
9. Human override becomes mandatory
10. AI literacy becomes board competency
11. Learning speed becomes advantage
12. Informal sector becomes frontier
13. Africa: tenant or architect
14. Public trust becomes governance asset
15. Nations: architects or tenants