Aggregation risk is the exposure that arises when multiple individually-harmless pieces of data are combined often by an AI system, to produce sensitive or restricted information.
What is aggregation risk in AI?
A single data point may be public; ten combined may reveal a person, a price or a strategy. AI accelerates aggregation risk because synthesis is its core behavior. Governing it means controlling not just access to each source but what the AI is allowed to combine and conclude.