Blog
Field Notes
Briefings and evidence from practical work on human-governed AI adoption.
Field Notes connect the AI Adoption Framework to talks, operating observations, and public developments. Entries distinguish confirmed evidence from interpretation and avoid overstating outcomes.
Field note
Mature Process in AI Oversight
A confirmed speaking note from an ITE Singapore session delivered on 3 July 2026.