Writing
External publications, Observatory research, and brief original notes. Each is identified by its format and source.
World Economic Forum
27 August 2026
A World Economic Forum article examining how China’s AI transition is moving from adoption toward durable productivity, with workflow redesign and workforce systems at the centre.
By Qiqing He and Yves Zumbühl
World Economic Forum
17 April 2026
World Economic Forum analysis drawing on youth leaders across five countries to ask what education systems need before AI adoption can become responsible and durable.
By Qiqing He
Observatory research · Policy brief · 2026
A flagship brief arguing that the next phase of AI transformation depends less on access to tools and more on whether institutions can redesign workflows, governance, and workforce systems around them.
Read the Observatory brief ↗Brief notes are short observations, distinct from published essays.
18 January 2026
Brief Note · AI in Education
Youth-led implementation lessons for ministers, school systems, and partners investing in responsible AI adoption.
5 January 2026
Brief Note · AI Governance
A compact framework for moving from scattered pilots to measurable, governed adoption with clear accountability.
22 November 2025
Brief Note · Institutional Change
Capital is one signal. The deeper signal is whether operating models, workforce design, and governance keep pace.
14 September 2025
Brief Note · AI Governance
Scaling amplifies whatever your operating model already rewards — including fragility.
30 July 2025
Brief Note · AI Workforce Transformation
Why workforce resistance is often a signal about institutional design — and what leaders can do about it.
10 December 2024
Brief Note · AI Governance
Capacity before compliance: why AI policy fails when institutions cannot evaluate what they regulate.
3 August 2024
Brief Note · AI in Education
Education redesign is upstream of credible workforce transition in the AI era.
