Scale-free correlations.

A flock of birds perched along electric wires under a pale, cloudy sky

The writing

Thinking

Essays, analysis and reflections on how trust gets built, and broken, across technology, cities and people.

Browse by theme

Network cabling in a data centre

01 · 14 essays & analyses

Technology & Power →

AI, identity, data and platforms. Who gets to know what, who decides, and who answers for it when it goes wrong.

The Toronto skyline across Lake Ontario

02 · 15 essays & reports

Place & Systems →

Cities, institutions and global business. How rules, markets and public policy decide who belongs and who gets left out.

Parliament Hill, Ottawa, during Daughters of the Vote 2019

03 · 9 personal reflections

On Being Human →

Leadership, culture and identity. The experiences, from Parliament Hill to four study-abroad programs, that shaped how I see systems.

A black and white robot toy on a red wooden table

Start here · Latest essay · Oct 2026

The industry is building agent IDs, AI conformity standards and agentic payment tokens. The missing piece is binding an agent to an accountable party, and that is an identity verification problem.

Place & Systems

Cities, land, institutions and the invisible rules that decide who belongs and who gets left out.

On Being Human

Identity, culture, leadership and the experiences that shaped how I see systems.