G.A.I.A.AI & DATA
Artificial intelligence with human judgment.
AI can expand capabilities, but responsible decisions begin with the data, purpose, affected people and risks.01 · What can it help with?
Detect patterns for prevention and planning
Support learning and access to knowledge
02 · Questions before deciding
Understand before adopting. Test before scaling. Measure before claiming impact.
- Does the problem truly require AI?
- Where does the data come from and who does it represent?
- Can a person review or correct the decision?
- What harm could an error or bias cause?
GUARDIAN PRINCIPLE