Writing

Writing on AI, work, and institutional change.

External publications, Observatory research, and brief original notes. Each is identified by its format and source.

Original writing

Brief notes are short observations, distinct from published essays.

Brief Notes

18 January 2026
Brief Note · AI in Education
What AI in Education Needs Next: Lessons from Youth Leaders Across Five Countries →
Youth-led implementation lessons for ministers, school systems, and partners investing in responsible AI adoption.
3 August 2024
Brief Note · AI in Education
Education is upstream of workforce policy. Treat it that way. →
Education redesign is upstream of credible workforce transition in the AI era.