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and cybersecurity. The OECD (2019) emphasizes the requirement to develop "trustworthy
                  AI" based on principles of transparency, accountability, and safety. According to the
                  technology governance framework, sustainable innovation is achieved only when there is
                  a balance between promoting creativity and controlling risks. Therefore, “responsible AI”
                  becomes the institutional foundation to ensure AI serves the public interest and mitigates
                  social consequences. Digital trust is a prerequisite for the development of the digital
                  economy. When users do not trust data security and algorithmic fairness, the level of
                  participation in digital transactions will decline. Establishing technical standards,
                  monitoring mechanisms, and regulatory sandboxes helps strengthen trust and reduce
                  transaction costs (OECD, 2019). Thus, trust governance is not an auxiliary factor but a
                  central component of the digital economy development strategy in the AI era.
                        2.3. Research methodology
                        This study employs a qualitative approach based on a case study combined with
                  document analysis and secondary data to clarify the mechanisms of digital economic
                  development in the AI era through the case of Singapore, thereby deriving policy
                  implications for Vietnam.
                        The choice of Singapore as a case study is justified by several factors: (i) Singapore’s
                  proactive and comprehensive approach to integrating AI into its national digital economy
                  strategy, exemplified by the National AI Strategy 2.0 (NAIS 2.0) launched in 2023 (Smart
                  Nation Singapore, 2023); (ii) The availability of robust and recent data demonstrating clear
                  digital economic growth outcomes and AI adoption rates during the 2024–2025 period
                  (Infocomm Media Development Authority, 2025a; IMDA Press Release, 2025) and (iii)
                  Singapore’s established reputation as a global leader in digital innovation and governance,
                  offering valuable lessons for developing economies like Vietnam (Smart Nation Singapore,
                  2023).
                        Data sources and collection: Primary data sources include official policy documents
                  such as the National AI Strategy 2.0 (NAIS 2.0), the Singapore Digital Economy Report
                  2025 and various reports from the Infocomm Media Development Authority (IMDA).
                  Besides, macroeconomic indicators and AI adoption rates were collected from
                  authoritative publications by IMDA and Smart Nation Singapore.
                        Analytical Methods: (i) Official policy documents and reports were systematically
                  reviewed to identify key strategies, initiatives, and policy mechanisms related to Singapore’s
                  AI and digital economy development. This involved thematic analysis to extract core themes
                  and underlying policy logic; (ii) Quantitative data on digital economic performance and AI
                  adoption were analyzed to substantiate the qualitative findings and demonstrate the impact
                  of Singapore’s strategies and (iii) The Singaporean model was critically compared with the
                  Vietnamese context, considering institutional differences, economic structures, and
                  implementation capacities, to formulate context-sensitive policy implications.
                        This methodology allows for an in-depth understanding of the complex interplay
                  between policy design, technological adoption, and economic outcomes, focusing on
                  explanatory power rather than statistical representativeness
                        3. Results and discussion
                        3.1. Current state and growth drivers of Singapore’s digital economy (2024–2025)
                        The 2024-2025 period marks a significant consolidation of the digital economy’s role
                  in Singapore's growth structure. According to the Singapore Digital Economy Report 2025,
                  the value added (VA) of the digital economy reached SGD 128.1 billion in 2024, equivalent
                  to 18.6% of GDP, up from 18.0% in 2023 and 14.9% in 2019 (Infocomm Media


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