AI GUIDE FOR BOARDS IN SINGAPORE
Section III: Governance and Oversight
6.1.3 Practical assurance frameworks and testing toolkits
Testing Framework , Model AI Governance Framework for Generative AI and the Moonshot Testing Toolkit.
Singapore’s AI governance ecosystem also includes practical frameworks and assurance tools intended to help organisations operationalise responsible AI practices. ese include AI governance frameworks, proposed testing methodologies and technical testing tools such as the AI Verify
For boards, these frameworks and testing toolkits can help move oversight discussions beyond broad ethical statements toward evidence- based assurance and operational accountability.
AI Verify Testing Framework
e Model AI Governance Framework for Generative AI and the Moonshot Testing Toolkit functions as a voluntary governance testing framework and so ware toolkit that allows enterprises to conduct technical measurements of their systems. By utilising these practical tools, management can validate their deployments. e testing toolkit oers practical resources, including test scenarios, evaluation metrics, and structured procedures to assess model outputs for accuracy, bias, and robustness. It encourages iterative testing and scenario-based stress checks to identify potential risks, such as misinformation, oensive content, or unintended bias. is enables boards and senior management to move beyond subjective compliance assertions and produce veri able, audit-ready performance logs that satisfy both market partners and sectoral regulators.
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