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
30 July 2025
Brief Note · AI Workforce Transformation
When AI Transformation Breaks Workforce Trust →
Why workforce resistance is often a signal about institutional design — and what leaders can do about it.