Nizam Kadir | Machine Pedagogical Intelligence & AI in Education

Tag: Privacy-Preserving Machine Learning (PPML)

Strategic Horizons in Artificial Intelligence: A Comprehensive Literature Review on Trust, Privacy, Efficiency, Collaboration, and Continuous Learning

Jan 22, 2026

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by

Nizam Kadir

in AI Governance and Ethics, Artificial Intelligence Strategy, Data Security and Privacy, Machine Learning Research, Singapore Tech Ecosystem, Technology Policy Reports

As the global AI landscape shifts from a “move fast and break things” ethos toward a focus on safety and sustainability, this comprehensive literature review maps the five strategic horizons defining the future: Trust, Privacy, Efficiency, Collaboration, and Continuous Learning. Discover how global technical trends intersect with Singapore’s “Small Country, High Quality” strategy—from AI Verify…