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shown in the below figure). Several companies have already participated in this test, including
            AWS, DBS Bank, Google, Meta, Microsoft, Singapore Airlines and NCS.


            Figure 3: AI ethics principles

































            5     Conclusion


            Singapore stands at the forefront of the development and adoption of AI principles. It launched
            the National AI Strategy and Model AI Governance Framework in 2019 and 2020. Subsequently,
            the country has provided practical guidance to organizations and industries from use cases on
            international implementation to guide on job redesign.

            A.I. Verify provides a unique opportunity for the country to align the AI applications and systems
            with the guiding principles in an objective and verifiable manner. This testing framework and toolkit
            provides a good example in turning the concepts of AI principles into practical applications.
























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