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Small States, Big Signals: What adoption in practice reveals about trust, safety, and AI performance globally

Drawing on engagements with eleven countries and territories through UNDP’s AI Trust & Safety Re-imagination Programme, this report examines how AI governance is taking shape in practice under real institutional constraints. It highlights how critical decisions around trust, safety and accountability often emerge through procurement, vendor relationships, software deployment and the day-to-day practices of public officials rather than formal policy frameworks. The report identifies lessons for embedding effective AI governance directly into operational processes and institutional systems.

Thematic Area(s)
  • Public Sector Transformation
Type of Contribution

Report

Date of contribution

06/07/2026

Integrity
  • Integrity
  • Ethics in public administration
  • Transparency
Innovation
  • Innovation
  • Artificial intelligence
  • Digital transformation
  • System design

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©2026 United Nations Development Programme

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