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AI-First Nation – A blueprint for policy makers and organisation leaders.
  • Under the table cluster for AI Experiments and Supercomputers
    strategy | Insights | platforms

    From Supercomputers to LLMs: How Open Source and Ingenuity Democratize Cutting-Edge Technology

    ByLaurence Liew January 28, 2025May 17, 2025 Reading Time: 4 minutes

    Big data, data science, machine learning, and now “open source” (more correctly called source-available, weights-available as their data and sometimes their training methods are not freely shared) Large Language Models (LLMs) are all the rage and have tons of hype, for better—and in some ways, for worse. Having spent my early career building open-source Linux…

    Read More From Supercomputers to LLMs: How Open Source and Ingenuity Democratize Cutting-Edge TechnologyContinue

  • AIAP Foundations Platform diagram showing the interaction of human learners and AI agents in a virtual environment.
    strategy | aiap | Insights | platforms

    The Rise of AI Agents: A Glimpse into 2025 and Beyond

    ByLaurence Liew December 24, 2024May 17, 2025 Reading Time: 5 minutes

    The year is coming to a close, and what a year it has been for AI. But as we stand on the cusp of 2025, it’s clear that the true revolution is just beginning. AI agents are poised to reshape not just technology, but how we live, work, and learn. Scaling AIAP AI Singapore’s AI…

    Read More The Rise of AI Agents: A Glimpse into 2025 and BeyondContinue

  • Generative AI used to scale AI Singapore’s AIAP programme
    aiap | platforms

    Generative AI used to scale AI Singapore’s AIAP programme

    ByLaurence Liew August 28, 2023May 17, 2025 Reading Time: 5 minutes

    Discover how AI Singapore leverages Generative AI to scale its AI Apprenticeship Programme (AIAP) and enhance talent development in the artificial intelligence sector.

    Read More Generative AI used to scale AI Singapore’s AIAP programmeContinue

Table of Contents
  • Introductions
  • Increasing The Number Of AIAP Apprentices
  • The AIAP Field Guide And Boot Camp
  • Ask Kevin! - A Generative AI, LLM-Based Co-Evaluator
    • AIAP Recruitment Phase
    • Deep Skilling And Project Phase
  • The Big Board! - A Generative AI, LLM-Based Simulator
  • Conclusion

About AI-First Nation

AI-First Nation shares battle-tested strategies from Singapore's AI transformation journey. Based on real-world experiences building national AI programs and training hundreds of AI engineers, this blueprint helps organizations and nations successfully navigate their AI transformation.

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© 2026 AI-First Nation - A blueprint for policy makers and organisation leaders.

AI-First Nation is a personal initiative separate from my official duties at AI Singapore.

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