AI AND INFERRED DATA

AI, Inferred Data, and Indigenous Governance

AI, Inferred Data, and Indigenous Governance
AI systems generate new data, new inferences, and new risks.
Governance must extend beyond data inputs — to automated decisions, predictive outputs, derived data, and unintended downstream uses.
Indigenous Data Sovereignty affirms that authority applies across the full data ecosystem — including how data is interpreted, combined, and reused.
AI does not remove responsibility. It amplifies it.