Insights · From the founder

White papers & essays

AI is redrawing the lines around work faster than job descriptions can keep up. These are our working notes on what's changing — job architecture, emerging roles, and how companies in regulated industries can adapt without losing the paper trail.

White paper

Field-First: Redrawing Roles in the Age of AI

What a kingfisher, a slime mold, and ten thousand years of human villages can teach us about redrawing job architecture in the age of AI — and why the org chart should become a lagging document, not a leading one.

By Hisham Elmanzalawy· August 2026· 10 min read· PDF available
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