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A personal initiative of Laurence Liew · Author of AI-First Nation

Singapore ran the national AI experiment. This is the inside playbook.

AI-First Nation takes you inside AI Singapore’s programmes, from 100 Experiments and the AI Apprenticeship Programme to AI Makerspace, LearnAI and AIRI, and turns them into a blueprint for building an AI-ready organisation.

AI-First Nation book cover

AIFN Insights

Field notes from national AI programmes

New essays roughly every two weeks — what worked, what broke, and what it means for organisations building AI readiness.

An Open Standard Is Only a Standard If People Can Run It

An open standard that nobody can run is not a standard. It is a document. I have spent a long time learning the difference, and airihub.io, which I am launching today, is what I have learned put into practice. Start with the framework.

Why AI Training Doesn’t Stick

Most AI training treats a hospital director the same as a factory supervisor. That’s why it doesn’t stick. I’ve watched this play out for years, across more than a thousand organisations. A company decides its people need to be “AI ready.” It buys a course, or builds one.

Walk the Talk: How I Built AIReady.sg

Prefer to watch or listen? Here is the narrated version of this essay, in my own voice. One person, after hours, no grants, and what it says about what AI can now do.

Generative AI Won the Headlines. Classical AI Still Runs the World.

I recently went back through nearly every project our engineers have built since 2018 (181 projects across 100E, AIAP, SIP, AIAP for Industry and LADP, excluding our internal projects and special customer projects) and mapped each one by the AI technique it used.

All 44 essays

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Download AI-First Nation

The complete first edition PDF in your inbox — plus new AIFN Insights essays roughly every two weeks. Unsubscribe at any time.

The book

AI-First Nation book cover

AI-First Nation

Eight chapters on Singapore’s AI movement, ending with the AIFN Blueprint, the part your organisation can run.

Chapters
8

chapters

Published
2024

published

Price
Free

PDF

Explore the book

The track record

The programmes, at scale

300+
AI projects delivered via 100E, AIAP, LADP
500+
AI engineers trained by the AIAP
300,000+
Singaporeans AI-enabled through LearnAI
5,000+
Organisations engaged via AIRI