Why it matters
Participatory AI often stops at consultation. Why governance infrastructure, community authority and lifecycle oversight are essential for trustworthy AI.
My takeaway: To be truly participative, stakeholder involvement should follow an AI system’s entire lifecycle is a governance signal. The practical read is to map the policy language into controls, audit evidence, ownership, and reporting expectations for deployed AI systems.