This report reviews the outcomes of the High Level Policy Dialogue on GenAI integration in higher education in Southeast Asia. By reviewing the experience and initiatives from international organisations and SEA countries, examining national policies, institutional innovations, and implementation challenges, the report summarises key takeaways from the policy dialogue and identifying regional trends, providing recommendations for policymakers, educators, and stakeholders to advance AI integration in higher education in Southeast Asian countries.