OECD.AI Wonk · March 24, 2026

To be truly participative, stakeholder involvement should follow an AI system’s entire lifecycle

Why it matters

Participatory AI often stops at consultation. Why governance infrastructure, community authority and lifecycle oversight are essential for trustworthy AI. The post To be truly participative, stakeholder involvement should follow an AI system’s entire lifecycle appeared first on OECD.AI .

My takeaway: A strong governance reminder that stakeholder engagement cannot end at design-time workshops. Responsible AI depends on ongoing oversight as systems change, scale, and produce real-world impacts.