Building on last year’s CultTech discussions with UNESCO and policy leaders, this piece examines why AI governance for cultural institutions must go beyond technical compliance. It looks at cultural data sovereignty, ethical recommendation systems, and the need for human-centered, transparent frameworks to ensure AI supports diverse narratives and public trust.