Shared knowledge should give affected people power to question decisions and shape the terms of AI.
Proposed mechanism: Translate collective knowledge into individual and institutional influence.
Conditions: Meaningful ability to act on knowledge.
Limit: Aspirational closing; no demonstrated causal effect.